Nothing
tests/keyness.R
In corpora: Statistics and Data Sets for Corpus Frequency Data
##
## compare keyness() results against data from reference implementation (Evert 2022)
##
library(corpora)
## reference data (test code follows at bottom of script)
######################################################################
MRSAKeywords <-
structure(list(lemma = c("10-mal", "100-fach", "500-fach", "ABs",
"Abhusten", "Abstrich", "Abszess", "Abwehrtrick", "Achso", "Achterhoek",
"Acinetobacter", "Acinetobacter-Stamm", "Agrar-Lobby", "Ahlheit",
"Aktivierungslink", "Allergiehäufigkeit", "Allerweltskeim",
"Allgemeinstation", "Ambroxol", "Andere", "Anderen", "Ankündigungsfrist",
"Ansatzweise", "Ansteckung", "Ansteckungszahl", "Antbiotika",
"Antibiogramm", "Antibios", "Antibiotika", "Antibiotika-Einnahme",
"Antibiotika-Einsatz", "Antibiotika-Forschung", "Antibiotika-Gabe",
"Antibiotika-Gruppe", "Antibiotika-Hersteller", "Antibiotika-Klasse",
"Antibiotika-Kris", "Antibiotika-Monitoring", "Antibiotika-Resistenz",
"Antibiotika-Resistenz-Strategie", "Antibiotika-Resistenzstrategie",
"Antibiotika-Rezept", "Antibiotika-Therapie", "Antibiotika-Verordnung",
"Antibiotika-Verschreibung", "Antibiotika-resistent", "Antibiotikabehandlung",
"Antibiotikadose", "Antibiotikaeinnahme", "Antibiotikaeinsatz",
"Antibiotikaforschung", "Antibiotikagabe", "Antibiotikagruppe",
"Antibiotikaklasse", "Antibiotikamissbrauch", "Antibiotikaresistenz",
"Antibiotikas", "Antibiotikastrategie", "Antibiotikatherapie",
"Antibiotikaverbrauch", "Antibiotikaverordnung", "Antibiotikaverwendung",
"Antibiotikawirkstoff", "Antibiotikum", "Antibiotikum-Resistenz",
"Antiobiotika", "Apfalter", "Artengrenze", "Artgerechte", "Artikel",
"Arzt", "Arzteinkommen", "Atemsystem", "Atemwegsentzündung",
"Augusta-Klinik", "Ausbreitung", "Avatarbild", "Baby-Drama",
"Babystation", "Bagatellerkrankung", "Bakterie", "Bakterien-Stamm",
"Bakterienart", "Bakterienfamilie", "Bakteriengen", "Bakterienherd",
"Bakterieninfektion", "Bakterienkiller", "Bakterienkolonie",
"Bakterienresistenz", "Bakterienstamm", "Bakterienvariante",
"Bakterienwachstum", "Bakterienzahl", "Bakteriophage", "Bakteriophagen",
"Bakterium", "Basishygiene", "Bauern-Lobby", "Behandlung", "Behandlungsregime",
"Bekämpfungsmethode", "Berghäuser", "Bestimmtenantibiotikum",
"Beta-Laktamase", "BfR", "Billigpersonal", "Bindungsprotein",
"Biofilm", "Biotier", "Biotierhaltung", "Bittersalz", "Blaha",
"Blutdruckmesse", "Blutvergiftung", "Bodenbakterium", "Bowinkelmann",
"Brandverletzte", "Breitband-Antibiotikum", "Breitbandantibiotikum",
"Bremen-Mitte", "Brustmuskulatur", "Böggemann", "Bülach", "C-reaktiv",
"CDU-Gesundheitsexperte", "CORRECT", "CVUA", "Campylobacter-Bakterie",
"Cannabis-Medikament", "Carbapenem", "Carbapenem-Antibiotikum",
"Carbapenem-Resistenz", "Carbapenem-resistent", "Carbapenemase",
"Carbapeneme", "Carbapenemen", "Cephalosporine", "Charité",
"Chefarzt", "Chinolone", "Chlamydia", "Chloramphenicol", "Clindamycin",
"Clostridium", "Colistin", "Colistin-Resistenz", "Curti", "DART",
"DDD", "DGHM", "DGKH", "Darm", "Darm-Keim", "Darmbakterie", "Darmbakterium",
"Darmbewohner", "Darmflora", "Darmkeim", "Dekolonisierungsmaßnahme",
"Demzufolge", "Deshalb", "Desinfektion", "Desinfektionsmittel",
"Desinfektor", "Desweiteren", "Dettenkofer", "Diakonie-Krankenhaus",
"Dosiergerät", "Dox", "Doxy", "Drei-Bett-Zimmer", "Durchfall",
"E-Coli-Bakterie", "ECDC", "EHEC", "ENDO-Klinik", "ESBL", "ESBL-Bakterie",
"ESBL-Bildner", "ESBL-Gene", "ESBL-Keim", "ESBL-Klebsiellen",
"ESBL-Resistenzgen", "ESBL-bildend", "ESBL-produzierend", "ESBLbilden",
"Egal", "Eigentlich", "Eingangsscreening", "Einmalkittel", "Einsatz",
"Einzelgabe", "Eisenspeicher", "Eitererreger", "Eiterherd", "Eiterung",
"Eiweißproduktion", "Ekblom", "Endokarditis", "Enterobakterien",
"Enterokokken", "Entzündung", "Enzym", "Erbgutabschnitt", "Erkrankung",
"Erkältung", "Erkältungshusten", "Erreger", "Escherichia",
"Experte", "Fall", "Falschdiagnose", "Fleisch", "Fluorchinolone",
"Folgeoperation", "Forenteilnehmer", "Forist", "Forscher", "Fosfomycin",
"Frieden", "Frühchen", "Frühchen-Station", "Frühchenstation",
"Frühgeborene", "Gasbrand", "Gastmeier", "Gefahr", "Gemäss",
"Gen", "Generika", "Gentransfer", "Gesundheit", "Gesundheitsamt",
"Gesundheitsstaatsrat", "Grossteil", "Grünen", "Handhygiene",
"Hans-Iko", "Harnweg", "Harnweginfektion", "Harnwegsentzündung",
"Harnwegsinfekt", "Harnwegsinfektion", "Hausarzt", "Haut", "Hautbakterie",
"Hautbarriere", "Hochleistungszucht", "Humanbereich", "Humanmedizin",
"Hygiene", "Hygiene-Experte", "Hygiene-Fachkraft", "Hygiene-Maßnahme",
"Hygiene-Standard", "Hygienebeauftragte", "Hygieneexperte", "Hygienefachkraft",
"Hygienefrage", "Hygienemanagement", "Hygienemangel", "Hygienemaßnahme",
"Hygienepersonal", "Hygieneregel", "Hygieneskandal", "Hygienestandard",
"Hygieneverordnung", "Hygienevorschrift", "Hygieniker", "Händedesinfektion",
"Händehygiene", "Händewaschen", "Images", "Immunsystem", "Infekt",
"Infektiologe", "Infektiologie", "Infektion", "Infektionserreger",
"Infektionsforschung", "Infektionsgefahr", "Infektionshygiene",
"Infektionskrankheit", "Infektionsprävention", "Infektionsrate",
"Infektionsrisiko", "Infektionsschutzgesetz", "Infektionsspezialist",
"Infektionszahl", "Institute", "Intensivpatient", "Intensivstation",
"Interreg", "Isolationsmaßnahme", "KEYSTONE", "KISS", "KPC",
"KPC-Keim", "KRINKO", "Kaase", "Katheter", "Keim", "Keim-Alarm",
"Keim-Ausbruch", "Keim-Kris", "Keim-Skandal", "Keimausbruch",
"Keimbefall", "Keimbekämpfung", "Keimbelastung", "Keimflora",
"Keiminfektion", "Keimkris", "Keimproblem", "Keimskandal", "Keimträger",
"Killer-Keim", "Killerbakterie", "Killerkeim", "Klebsiella",
"Klebsiella-Bakterie", "Klebsiellen", "Klinik", "Klinik-Keim",
"Klinik-Mitarbeiter", "Klinikhygiene", "Klinikhygieniker", "Klinikinfektion",
"Klinikkeim", "Klinikpersonal", "Klinikum", "Koch-Institut",
"Koch-Instituts", "Kranke", "Krankenhaus", "Krankenhaus-Aufenthalt",
"Krankenhaus-Hygiene", "Krankenhaus-Hygieniker", "Krankenhaus-Infektion",
"Krankenhaus-Keim", "Krankenhaus-MRSA", "Krankenhausbakterie",
"Krankenhauserreger", "Krankenhaushygiene", "Krankenhaushygieniker",
"Krankenhausinfektion", "Krankenhauskeim", "Krankenhausmediziner",
"Krankenhauspatient", "Krankenhausskandal", "Krankheit", "Krankheitserreger",
"Krankheitskeim", "Kurbelradio", "Körper", "Labor", "Leser-Kommentar",
"Linezolid", "Linktext", "Lungenentzündung", "Lutschtablett",
"MRE", "MRGN", "MRGN-Erreger", "MRGN-Keim", "MRSA", "MRSA-Bakterie",
"MRSA-Bakterium", "MRSA-Erkrankung", "MRSA-Erreger", "MRSA-Fall",
"MRSA-Infektion", "MRSA-Keim", "MRSA-Patient", "MRSA-Problem",
"MRSA-Stamm", "MRSA-Test", "MRSA-Träger", "MRSA-frei", "Massenbehandlung",
"Massentierhaltung", "Mastanlage", "Mastbeschleuniger", "Mastbetrieb",
"Mastfutter", "Maßnahme", "Medikament", "Medizin", "Mediziner",
"Mensch", "Menscheit", "Methicillin", "Methicillin-resistent",
"Methicillin-resistente", "Methicillin-resistenten", "Methicillin-resistenter",
"Methillicin-resistent", "Mikroaufnahme", "Mikrobe", "Mikrobiologe",
"Mikrobiologie", "Mikroorganism", "Mittel", "Multiresistent",
"Multiresistente", "Multiresistenz", "Mutation", "NZZ-Konto",
"Nasenhöhle", "Nasenvorhof", "National", "Nebenwirkung", "Neu-Delhi-Metallo-Beta-Laktamase",
"Nosokomiale", "Not-Operation", "Notfall-Antibiotikum", "Notfallantibiotikum",
"ONLINE", "OP", "OP-Wunde", "ORSA", "Omnivoren", "Operation",
"PDF-Ratgeber", "PETA", "Patient", "Patientenkontakt", "Paul-Ehrlich-Gesellschaft",
"Penicillin", "Penicillium", "Penizillin", "Penizilline", "Personal",
"Pflegeheimen", "Pflegepersonal", "Pfleger", "Pflegeschlüssel",
"Phage", "Phagen", "Phagentherapie", "Pharma-Lobby", "Pharmaindustrie",
"Pierard", "Plasmide", "Popp", "Posted", "Problem", "Problemkeim",
"Pseudomonas", "Quell", "RKI", "Redaktionsempfehlung", "Referenzzentrum",
"Reserve-Antibiotikum", "Reserveantibiotikum", "Reservemedikament",
"Reservemittel", "Resistent", "Resistente", "Resistenz", "Resistenz-Gen",
"Resistenzbildung", "Resistenzentwicklung", "Resistenzgen", "Resistenzmechanismus",
"Resistenzproblem", "Resistenzproblematik", "Resistenzrat", "Resistenzrate",
"Resistenzrisiko", "Resistenztest", "Risikopatient", "Robert-Koch-Institut",
"Robert-Koch-Instituts", "Routine-Eingriff", "Routine-OP", "SPIEGEL",
"SPIEGEL-Verlag", "Schlachtbedingung", "Schleimhaut", "Schwein",
"Schätzungsweise", "Screening", "Selektionsdruck", "Sendedatum",
"Sendungshinweis", "Sepsis", "Spital", "Spitalhygiene", "Spitalhygieniker",
"Spitalinfektion", "Spitalkeim", "Spitalskeim", "Stall", "Stamm",
"Standardhygiene", "Staphylococcus", "Staphylokokken", "Staphylokokken-Infektion",
"Staphylokokkus", "Station", "Stattdessen", "Sterillium", "Stoffklasse",
"Streptokokken", "Studie", "Substanz", "Super-Bakterium", "Super-Erreger",
"Super-Keim", "Superbakterie", "Superbakterium", "Superbug",
"Supererreger", "Superinfektion", "Superkeim", "Swissnoso", "Symptom",
"Teixobactin", "Tetracycline", "The", "Therapie", "Tier", "Tierarzt",
"Tierhaltung", "Tiermast", "Tierzucht", "Tigecyclin", "Tigezyklin",
"Todesfall", "Toilettenhygiene", "UKL", "UKSH", "US-Forscher",
"US-Gesundheitsbehörde", "USA", "Umweltmedizin", "Uniklinik",
"Uniklinikum", "Universitätsklinikum", "Untersuchung", "Ursache",
"VRE", "VRE-Keim", "Vancomycin", "Vancomycin-resistent", "Verbreitung",
"Verordnungspraxis", "Verschreibung", "Virus", "Virus-Grippe",
"Vor-Antibiotika-Zeit", "WHO", "Wann", "Weltgesundheitsorganisation",
"Wie", "Wirkstoff", "Wissenschaftler", "Wundabstrich", "Wunddrainage",
"Wunde", "Wundermedizin", "Wundinfektion", "Wundkeim", "Zastrow",
"Zellwand", "abtöten", "abwehrgeschwächt", "aeruginosa", "ander",
"anstecken", "antibakteriell", "antibiotika-resistent", "antibiotikaresistent",
"antibiotisch", "antimikrobiell", "asymptomatischen", "aureus",
"ausbreiten", "auslösen", "ausser", "bakteriell", "baumanii",
"baumannii", "befallen", "behandelbar", "behandeln", "bekannt",
"bekämpfen", "bereits", "besiedeln", "bis", "bräuchten", "cassandros",
"coli", "coli-Bakterie", "dahin", "danach", "daraufhin", "derStandard",
"desinfizieren", "desto", "difficile", "dpa", "durchseuchen",
"eine", "einschleppen", "einsetzen", "eitrig", "entwickeln",
"erkranken", "et", "faecalis", "ferner", "for", "gefährlich",
"gelangen", "geschwächt", "gescreent", "gesund", "glaub", "gramnegativ",
"harmlos", "helfen", "hierbei", "hierzu", "hochresistent", "hospitalisiert",
"hygienisch", "häufig", "höchst", "immungeschwächt", "infizieren",
"infiziert", "isolieren", "jährlich", "jüngst", "klinisch",
"krank", "krankenhaushygienisch", "krankmachend", "lebensbedrohlich",
"lieber", "marcescens", "medizinisch", "meiste", "meisten", "mikrobiologisch",
"mulitresistenten", "multi-resistent", "multiresistent", "nachweisen",
"nicht-resistent", "nosokomiale", "nosokomialen", "nosokomialer",
"of", "pneumoniae", "politicon", "post-antibiotisch", "postantibiotisch",
"potenziell", "resistent", "schliesslich", "schwer", "selbe",
"selben", "sogenannt", "solange", "sprich", "standard", "sterben",
"testen", "tödlich", "unempfindlich", "untersuchen", "unwirksam",
"usw", "verabreichen", "verbreiten", "vermehren", "vermeidbar",
"verordnen", "verschreiben", "verursachen", "vieleicht", "waschen",
"weltweit", "wg", "wirken", "wirksam", "wirkungslos", "zB", "zb",
"zu", "zwischen", "ß-Lactam-Antibiotikum", "ärztlich", "über",
"überleben", "übertragen"), f1 = c(2L, 3L, 2L, 8L, 2L, 94L,
30L, 3L, 2L, 2L, 112L, 2L, 2L, 2L, 13L, 2L, 2L, 2L, 2L, 8L, 8L,
2L, 2L, 73L, 2L, 8L, 20L, 21L, 13L, 11L, 71L, 21L, 28L, 9L, 2L,
18L, 8L, 2L, 117L, 7L, 17L, 7L, 31L, 17L, 8L, 55L, 21L, 2L, 8L,
76L, 22L, 33L, 25L, 27L, 8L, 180L, 7L, 7L, 53L, 29L, 11L, 2L,
2L, 944L, 2L, 19L, 3L, 2L, 2L, 194L, 567L, 2L, 2L, 3L, 2L, 161L,
19L, 2L, 2L, 2L, 748L, 7L, 70L, 7L, 2L, 2L, 23L, 20L, 3L, 9L,
143L, 3L, 3L, 3L, 33L, 3L, 342L, 13L, 2L, 360L, 2L, 2L, 7L, 7L,
7L, 32L, 2L, 2L, 27L, 2L, 3L, 2L, 2L, 3L, 197L, 2L, 3L, 2L, 31L,
52L, 62L, 2L, 2L, 2L, 2L, 2L, 8L, 2L, 2L, 2L, 12L, 8L, 8L, 13L,
9L, 89L, 8L, 53L, 110L, 91L, 7L, 2L, 2L, 3L, 35L, 86L, 11L, 3L,
13L, 2L, 3L, 38L, 174L, 2L, 106L, 41L, 19L, 73L, 112L, 2L, 3L,
15L, 102L, 108L, 2L, 8L, 8L, 2L, 3L, 2L, 2L, 2L, 75L, 3L, 30L,
25L, 2L, 118L, 8L, 18L, 3L, 62L, 13L, 7L, 33L, 14L, 7L, 9L, 8L,
17L, 2L, 399L, 2L, 3L, 14L, 3L, 2L, 2L, 2L, 3L, 42L, 54L, 108L,
134L, 3L, 211L, 87L, 2L, 665L, 88L, 300L, 533L, 3L, 146L, 24L,
3L, 3L, 3L, 276L, 7L, 10L, 118L, 26L, 54L, 85L, 3L, 39L, 389L,
8L, 140L, 9L, 25L, 239L, 137L, 7L, 7L, 34L, 23L, 15L, 25L, 10L,
7L, 43L, 65L, 87L, 193L, 3L, 3L, 3L, 9L, 107L, 420L, 27L, 7L,
15L, 12L, 39L, 21L, 46L, 7L, 28L, 63L, 129L, 16L, 37L, 33L, 71L,
26L, 70L, 57L, 73L, 39L, 55L, 11L, 251L, 106L, 29L, 41L, 780L,
22L, 26L, 30L, 3L, 143L, 37L, 22L, 48L, 42L, 8L, 25L, 8L, 33L,
248L, 3L, 7L, 3L, 3L, 31L, 11L, 7L, 16L, 60L, 936L, 9L, 8L, 12L,
10L, 29L, 23L, 8L, 23L, 3L, 15L, 7L, 7L, 15L, 26L, 23L, 20L,
43L, 107L, 13L, 40L, 575L, 17L, 3L, 21L, 8L, 23L, 39L, 45L, 210L,
36L, 25L, 117L, 733L, 3L, 17L, 9L, 11L, 34L, 8L, 10L, 30L, 260L,
39L, 130L, 269L, 3L, 39L, 3L, 263L, 227L, 32L, 3L, 276L, 142L,
12L, 14L, 8L, 238L, 3L, 38L, 32L, 11L, 9L, 411L, 39L, 7L, 7L,
28L, 31L, 78L, 134L, 29L, 17L, 28L, 12L, 13L, 10L, 3L, 138L,
24L, 12L, 39L, 3L, 250L, 445L, 228L, 240L, 770L, 3L, 56L, 16L,
60L, 20L, 56L, 9L, 3L, 81L, 99L, 106L, 70L, 294L, 9L, 78L, 61L,
69L, 13L, 3L, 9L, 11L, 119L, 12L, 8L, 3L, 11L, 9L, 36L, 77L,
7L, 3L, 3L, 192L, 9L, 3L, 819L, 29L, 12L, 152L, 17L, 33L, 9L,
213L, 18L, 104L, 94L, 3L, 8L, 32L, 21L, 3L, 108L, 8L, 16L, 15L,
7L, 536L, 35L, 72L, 155L, 61L, 9L, 60L, 65L, 162L, 12L, 11L,
3L, 17L, 482L, 24L, 62L, 78L, 73L, 18L, 32L, 9L, 8L, 19L, 8L,
9L, 77L, 138L, 13L, 3L, 3L, 19L, 9L, 3L, 58L, 112L, 3L, 99L,
27L, 3L, 3L, 80L, 80L, 30L, 8L, 21L, 12L, 9L, 114L, 143L, 10L,
258L, 95L, 3L, 17L, 210L, 30L, 3L, 3L, 30L, 315L, 132L, 11L,
11L, 9L, 41L, 34L, 11L, 11L, 15L, 55L, 10L, 114L, 9L, 13L, 8L,
184L, 282L, 99L, 132L, 141L, 60L, 9L, 11L, 213L, 3L, 8L, 35L,
10L, 9L, 174L, 59L, 117L, 76L, 135L, 236L, 219L, 60L, 15L, 47L,
33L, 171L, 3L, 62L, 195L, 3L, 9L, 120L, 12L, 119L, 12L, 190L,
220L, 3L, 3L, 188L, 3L, 141L, 8L, 66L, 40L, 134L, 21L, 60L, 574L,
136L, 55L, 16L, 132L, 81L, 46L, 3L, 257L, 162L, 214L, 9L, 216L,
18L, 78L, 119L, 76L, 458L, 374L, 215L, 479L, 136L, 43L, 9L, 9L,
110L, 14L, 27L, 11L, 18L, 8L, 181L, 72L, 26L, 215L, 3L, 14L,
94L, 355L, 38L, 386L, 225L, 13L, 3L, 11L, 14L, 576L, 220L, 152L,
22L, 270L, 9L, 78L, 166L, 380L, 10L, 10L, 32L, 3L, 105L, 476L,
9L, 64L, 392L, 139L, 206L, 292L, 21L, 101L, 278L, 8L, 33L, 112L,
51L, 3L, 299L, 8L, 35L, 73L, 3L, 14L, 624L, 296L, 10L, 32L, 35L,
13L, 42L, 98L, 3L, 26L, 24L, 54L, 778L, 9L, 446L, 13L, 27L, 351L,
9L, 8L, 3L, 580L, 188L, 259L, 135L, 311L, 88L, 9L, 137L, 248L,
134L, 82L, 114L, 218L, 277L, 3L, 113L, 233L, 3L, 351L, 257L,
131L, 19L, 8L, 170L, 18L, 9L, 124L, 79L, 195L, 245L), f2 = c(1L,
1L, 1L, 0L, 1L, 749L, 21L, 1L, 1L, 1L, 6L, 1L, 1L, 1L, 0L, 1L,
1L, 1L, 1L, 0L, 0L, 1L, 1L, 273L, 1L, 0L, 0L, 2L, 0L, 0L, 10L,
1L, 1L, 0L, 1L, 1L, 0L, 1L, 8L, 0L, 0L, 0L, 5L, 0L, 0L, 0L, 5L,
1L, 0L, 28L, 4L, 6L, 1L, 0L, 0L, 15L, 0L, 0L, 6L, 2L, 0L, 1L,
1L, 367L, 1L, 1L, 1L, 1L, 1L, 5030L, 8468L, 1L, 1L, 1L, 1L, 555L,
0L, 1L, 1L, 1L, 528L, 0L, 23L, 0L, 1L, 1L, 7L, 1L, 1L, 0L, 14L,
1L, 1L, 1L, 4L, 1L, 117L, 0L, 1L, 4093L, 1L, 1L, 0L, 0L, 0L,
23L, 1L, 1L, 13L, 1L, 1L, 1L, 1L, 1L, 60L, 1L, 1L, 1L, 1L, 8L,
14L, 1L, 1L, 1L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 0L,
2L, 0L, 6L, 328L, 649L, 0L, 1L, 1L, 1L, 16L, 0L, 0L, 1L, 0L,
1L, 1L, 0L, 252L, 1L, 35L, 23L, 3L, 41L, 76L, 1L, 1L, 0L, 35L,
91L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 1L, 186L, 1L, 4L, 9L, 1L, 4L,
0L, 1L, 1L, 3L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 17077L, 1L,
1L, 0L, 1L, 1L, 1L, 1L, 1L, 4L, 7L, 344L, 222L, 1L, 2190L, 292L,
1L, 473L, 33L, 6358L, 51849L, 1L, 2788L, 2L, 1L, 1L, 1L, 5684L,
0L, 0L, 75L, 5L, 8L, 67L, 1L, 5L, 14007L, 0L, 914L, 0L, 10L,
3926L, 406L, 0L, 0L, 0L, 4L, 1L, 8L, 0L, 0L, 9L, 9L, 480L, 2677L,
1L, 1L, 1L, 0L, 46L, 403L, 2L, 0L, 0L, 0L, 2L, 3L, 3L, 0L, 5L,
56L, 18L, 1L, 18L, 17L, 36L, 7L, 58L, 13L, 5L, 1L, 42L, 0L, 369L,
186L, 18L, 24L, 699L, 9L, 12L, 23L, 1L, 194L, 6L, 6L, 26L, 15L,
0L, 4L, 0L, 25L, 427L, 1L, 0L, 1L, 1L, 3L, 0L, 0L, 1L, 63L, 805L,
0L, 0L, 0L, 0L, 2L, 4L, 0L, 10L, 1L, 1L, 0L, 0L, 1L, 2L, 2L,
0L, 5L, 8L, 0L, 2L, 4169L, 1L, 1L, 0L, 0L, 2L, 1L, 42L, 1640L,
32L, 0L, 1156L, 7074L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 2L, 28L, 6L,
20L, 17L, 1L, 12L, 1L, 4445L, 183L, 20L, 1L, 6929L, 2081L, 0L,
0L, 0L, 230L, 1L, 7L, 2L, 0L, 0L, 13L, 1L, 0L, 0L, 0L, 0L, 2L,
4L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 201L, 13L, 0L, 37L, 1L, 8640L,
3025L, 2386L, 2160L, 56155L, 1L, 1L, 0L, 3L, 0L, 1L, 0L, 1L,
114L, 66L, 67L, 136L, 15183L, 0L, 0L, 3L, 231L, 0L, 1L, 0L, 0L,
1103L, 0L, 0L, 1L, 0L, 0L, 1L, 168L, 0L, 1L, 1L, 2982L, 0L, 1L,
5370L, 11L, 0L, 23L, 0L, 1L, 0L, 6018L, 0L, 178L, 588L, 1L, 0L,
3L, 1L, 1L, 467L, 0L, 0L, 0L, 0L, 29461L, 1L, 9L, 2592L, 55L,
0L, 36L, 1L, 3L, 0L, 0L, 1L, 1L, 130L, 0L, 5L, 1L, 9L, 3L, 3L,
0L, 0L, 0L, 0L, 0L, 29L, 233L, 0L, 1L, 1L, 0L, 0L, 1L, 87L, 1166L,
1L, 109L, 12L, 1L, 1L, 37L, 109L, 0L, 0L, 0L, 0L, 0L, 984L, 1511L,
0L, 11L, 19L, 1L, 0L, 4746L, 0L, 1L, 1L, 11L, 11882L, 2411L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1209L, 0L, 0L, 0L, 2038L,
6685L, 301L, 242L, 39L, 32L, 0L, 0L, 854L, 1L, 0L, 2L, 0L, 0L,
1439L, 28L, 437L, 294L, 691L, 7749L, 5373L, 0L, 0L, 3L, 0L, 1753L,
1L, 63L, 818L, 1L, 0L, 271L, 0L, 462L, 0L, 723L, 6597L, 1L, 1L,
1461L, 1L, 16L, 0L, 171L, 12L, 90L, 2L, 5L, 18L, 699L, 38L, 0L,
14L, 6L, 13L, 1L, 11L, 1791L, 5683L, 0L, 113L, 0L, 7L, 680L,
63L, 7667L, 25471L, 3449L, 31032L, 414L, 0L, 0L, 0L, 33L, 0L,
0L, 0L, 0L, 0L, 129L, 0L, 6L, 2126L, 1L, 0L, 95L, 16447L, 19L,
26497L, 1422L, 0L, 1L, 0L, 0L, 9178L, 7085L, 366L, 7L, 5334L,
0L, 1L, 2322L, 25099L, 0L, 0L, 3L, 1L, 382L, 17545L, 0L, 15L,
754L, 235L, 1192L, 12982L, 0L, 1048L, 3501L, 0L, 30L, 328L, 0L,
1L, 4869L, 0L, 0L, 59L, 1L, 0L, 70L, 4029L, 0L, 2L, 5L, 0L, 0L,
2L, 1L, 0L, 0L, 19L, 244L, 0L, 40469L, 0L, 0L, 24456L, 0L, 0L,
1L, 13590L, 3635L, 3067L, 98L, 7276L, 484L, 0L, 562L, 6368L,
781L, 346L, 1272L, 1326L, 4019L, 1L, 1249L, 10671L, 1L, 26227L,
3154L, 438L, 0L, 0L, 1046L, 0L, 0L, 1651L, 0L, 4494L, 7315L),
G2 = c(18.890003767374008, 29.564058156478747, 18.890003767374008,
90.849658776963395, 18.890003767374008, 489.76319835728026,
272.28744000297519, 29.564058156478747, 18.890003767374008,
18.890003767374008, 1234.7116092370443, 18.890003767374008,
18.890003767374008, 18.890003767374008, 147.68606184073531,
18.890003767374008, 18.890003767374008, 18.890003767374008,
18.890003767374008, 90.849658776963395, 90.849658776963395,
18.890003767374008, 18.890003767374008, 478.32066655553319,
18.890003767374008, 90.849658776963395, 227.32898783636426,
225.13673045471057, 147.68606184073531, 124.94637377850879,
749.68182979092171, 230.58425500980221, 309.75987821812498,
102.21352345747341, 18.890003767374008, 196.73674683580808,
90.849658776963395, 18.890003767374008, 1280.4690654504504,
79.487499129405677, 193.18599838418089, 79.487499129405677,
323.67460565977331, 193.18599838418089, 90.849658776963395,
626.82027363249779, 213.29049305401611, 18.890003767374008,
90.849658776963395, 746.57722657489239, 227.80178261000265,
342.01453281930088, 275.79794642510393, 307.05633041771847,
90.849658776963395, 1966.1734985621158, 79.487499129405677,
79.487499129405677, 565.17624054386954, 315.03310050940325,
124.94637377850879, 18.890003767374008, 18.890003767374008,
10290.40474054954, 18.890003767374008, 208.01242518180038,
29.564058156478747, 18.890003767374008, 18.890003767374008,
606.22485798019693, 2559.7667093469136, 18.890003767374008,
18.890003767374008, 29.564058156478747, 18.890003767374008,
1090.336759531036, 215.94627056469605, 18.890003767374008,
18.890003767374008, 18.890003767374008, 7388.3163515871738,
79.487499129405677, 694.80050166052069, 79.487499129405677,
18.890003767374008, 18.890003767374008, 228.93830300506204,
219.2950949136879, 29.564058156478747, 102.21352345747341,
1546.7213281758145, 29.564058156478747, 29.564058156478747,
29.564058156478747, 350.14029134857032, 29.564058156478747,
3471.3238327970548, 147.68606184073531, 18.890003767374008,
1727.4812656348413, 18.890003767374008, 18.890003767374008,
79.487499129405677, 79.487499129405677, 79.487499129405677,
289.44342392568899, 18.890003767374008, 18.890003767374008,
256.69717975433218, 18.890003767374008, 29.564058156478747,
18.890003767374008, 18.890003767374008, 29.564058156478747,
1991.7281203696766, 18.890003767374008, 29.564058156478747,
18.890003767374008, 343.75971464388431, 545.42547258018362,
634.45555400604508, 18.890003767374008, 18.890003767374008,
18.890003767374008, 18.890003767374008, 18.890003767374008,
90.849658776963395, 18.890003767374008, 18.890003767374008,
18.890003767374008, 136.31536235620138, 90.849658776963395,
90.849658776963395, 147.68606184073531, 102.21352345747341,
997.76744353354798, 90.849658776963395, 565.17624054386954,
767.36166689535082, 492.36453690436633, 79.487499129405677,
18.890003767374008, 18.890003767374008, 29.564058156478747,
334.93505021429968, 982.47107340226285, 124.94637377850879,
29.564058156478747, 147.68606184073531, 18.890003767374008,
29.564058156478747, 432.51395269729869, 1427.0825221044222,
18.890003767374008, 1055.0442706209958, 383.32757683047396,
198.44105066970843, 684.44741145199146, 1028.8969443086003,
18.890003767374008, 29.564058156478747, 170.43259943290067,
1011.2306341345175, 962.08078325985844, 18.890003767374008,
90.849658776963395, 90.849658776963395, 18.890003767374008,
29.564058156478747, 18.890003767374008, 18.890003767374008,
18.890003767374008, 544.19301604561997, 29.564058156478747,
316.64764392614251, 245.03032872040893, 18.890003767374008,
1316.2528073973913, 90.849658776963395, 196.73674683580808,
29.564058156478747, 682.6830941012887, 147.68606184073531,
79.487499129405677, 375.46163198981486, 159.05847370730996,
79.487499129405677, 102.21352345747341, 90.849658776963395,
193.18599838418089, 18.890003767374008, 956.47037044840079,
18.890003767374008, 29.564058156478747, 159.05847370730996,
29.564058156478747, 18.890003767374008, 18.890003767374008,
18.890003767374008, 29.564058156478747, 451.0334171466107,
571.94868188467763, 741.01350025778174, 1066.4521294754136,
29.564058156478747, 1018.2107416382562, 587.47262070510919,
18.890003767374008, 6480.0590101851903, 863.88548030384868,
1075.2475978030684, 598.23872544087544, 29.564058156478747,
531.96325224065754, 258.78872266861367, 29.564058156478747,
29.564058156478747, 29.564058156478747, 997.87155731003804,
79.487499129405677, 113.57909463559707, 1094.0077146948836,
268.30333248275662, 567.74551251920366, 762.81863125863765,
29.564058156478747, 412.80639948597411, 1049.1679673142723,
90.849658776963395, 786.00259416216409, 102.21352345747341,
242.45686909626986, 956.0404295718015, 960.46067370943524,
79.487499129405677, 79.487499129405677, 386.86860516491123,
238.86234457303823, 162.95805403146969, 247.76763809347841,
113.57909463559707, 79.487499129405677, 441.75355171456243,
686.63468944901501, 510.96654272624278, 824.63576430240369,
29.564058156478747, 29.564058156478747, 29.564058156478747,
102.21352345747341, 1037.5845318620416, 3799.2358774810127,
292.51438718109108, 79.487499129405677, 170.43259943290067,
136.31536235620138, 427.96044407364508, 220.64871826803795,
501.33686521077931, 79.487499129405677, 290.41476408704085,
554.24317731236761, 1369.519781116363, 174.20880775721403,
351.6745247909638, 311.47169288999766, 673.72688331036397,
261.60285034223995, 622.7492837762361, 582.60569936278262,
796.00335588573796, 434.58376075558664, 494.3725435922787,
124.94637377850879, 2071.4091632062759, 831.41883953443448,
267.41452672357411, 381.31475283687882, 7503.5949573223506,
212.80901828536955, 248.34443730117971, 268.85890450065324,
29.564058156478747, 1182.7697050433324, 386.38578031187842,
221.04360264917165, 450.97621062097926, 412.5846665846309,
90.849658776963395, 261.02635135457098, 90.849658776963395,
296.33060661915567, 1985.4564922415711, 29.564058156478747,
79.487499129405677, 29.564058156478747, 29.564058156478747,
332.37935928266052, 124.94637377850879, 79.487499129405677,
174.20880775721403, 514.03666258265412, 9325.545870235248,
102.21352345747341, 90.849658776963395, 136.31536235620138,
113.57909463559707, 315.03310050940325, 238.86234457303823,
90.849658776963395, 221.06983016804699, 29.564058156478747,
162.95805403146969, 79.487499129405677, 79.487499129405677,
162.95805403146969, 281.26512542238748, 247.56249577899496,
227.32898783636426, 457.56544007222743, 1166.3626419194793,
147.68606184073531, 439.27910178464094, 3378.3589626273788,
185.4686448119057, 29.564058156478747, 238.71342788526476,
90.849658776963395, 247.56249577899496, 434.58376075558664,
392.23435965050919, 1123.4020666380466, 315.86849479531617,
284.26844579718687, 565.59986395641113, 4073.4723184332156,
29.564058156478747, 193.18599838418089, 102.21352345747341,
124.94637377850879, 377.79343341058467, 90.849658776963395,
113.57909463559707, 326.30189514992838, 2829.2974059809394,
408.62884551183299, 1372.6135553802135, 2990.7141615998885,
29.564058156478747, 388.35878830906836, 29.564058156478747,
1043.8364810518472, 2060.4361210719121, 294.8972177284715,
29.564058156478747, 897.55971991546858, 586.09314427378172,
136.31536235620138, 159.05847370730996, 90.849658776963395,
2105.3533494654175, 29.564058156478747, 393.66019409338122,
348.85694916137402, 124.94637377850879, 102.21352345747341,
4711.9164991754451, 434.58376075558664, 79.487499129405677,
79.487499129405677, 318.45287192094673, 352.65291137375425,
871.83183055664279, 1500.4535460435518, 329.85114823678953,
193.18599838418089, 318.45287192094673, 136.31536235620138,
147.68606184073531, 113.57909463559707, 29.564058156478747,
1126.0595684911107, 224.99200032165049, 136.31536235620138,
338.86990563703569, 29.564058156478747, 663.38024892590647,
2599.3594415442249, 1100.2991980170193, 1227.8094440381481,
1402.6122546487973, 29.564058156478747, 628.20406522741189,
181.80844049778423, 659.9641848979295, 227.32898783636426,
628.20406522741189, 102.21352345747341, 29.564058156478747,
661.00477235715937, 910.45659031169487, 982.3103664107299,
535.51935150779218, 584.13059950640297, 102.21352345747341,
890.52408587886669, 671.32197781717059, 465.15235884100298,
147.68606184073531, 29.564058156478747, 102.21352345747341,
124.94637377850879, 589.48028134215554, 136.31536235620138,
90.849658776963395, 29.564058156478747, 124.94637377850879,
102.21352345747341, 400.49988814191084, 575.10014882243922,
79.487499129405677, 29.564058156478747, 29.564058156478747,
780.03458049793392, 102.21352345747341, 29.564058156478747,
5253.1113400635168, 282.87141350902601, 136.31536235620138,
1609.5330278754332, 193.18599838418089, 366.445298080707,
102.21352345747341, 635.79047733601737, 204.56527457716996,
819.60948393590797, 531.28830118799203, 29.564058156478747,
90.849658776963395, 343.60087411945972, 230.58425500980221,
29.564058156478747, 683.33578917682894, 90.849658776963395,
181.80844049778423, 170.43259943290067, 79.487499129405677,
1113.9625628449194, 389.14499406930872, 765.18737875707541,
603.71289109963675, 535.3801024094596, 102.21352345747341,
557.28134248887488, 730.99988556290282, 1831.9550647431793,
136.31536235620138, 124.94637377850879, 29.564058156478747,
185.4686448119057, 5069.0178809643967, 272.87709966079558,
671.44036087315123, 879.80432241314043, 776.42943774778371,
187.36069981648438, 343.60087411945972, 102.21352345747341,
90.849658776963395, 215.94627056469605, 90.849658776963395,
102.21352345747341, 754.82536238054081, 1094.7154289638715,
147.68606184073531, 29.564058156478747, 29.564058156478747,
215.94627056469605, 102.21352345747341, 29.564058156478747,
466.55810368311279, 530.15365915354107, 29.564058156478747,
844.95304101478791, 258.9920860525566, 29.564058156478747,
29.564058156478747, 767.7205323331317, 656.65629078278414,
341.25116088136843, 90.849658776963395, 238.71342788526476,
136.31536235620138, 102.21352345747341, 579.16957019599158,
676.75631206591856, 113.57909463559707, 2897.3499685121487,
983.44341928994106, 29.564058156478747, 193.18599838418089,
711.47533428176462, 341.25116088136843, 29.564058156478747,
29.564058156478747, 293.63749362366184, 803.41533497313492,
490.21757630316148, 124.94637377850879, 124.94637377850879,
102.21352345747341, 466.76633397315283, 386.86860516491123,
124.94637377850879, 124.94637377850879, 170.43259943290067,
616.79408905041521, 113.57909463559707, 535.91925590453411,
102.21352345747341, 147.68606184073531, 90.849658776963395,
861.35089751435601, 948.13626323828862, 686.37368079395037,
1029.3030724365694, 1429.89901660743, 565.39472775543322,
102.21352345747341, 124.94637377850879, 1396.4692662891687,
29.564058156478747, 90.849658776963395, 382.72969188846764,
113.57909463559707, 102.21352345747341, 906.81362261505933,
563.48147815650884, 771.37800094588545, 493.67145481604314,
816.76085605473418, 645.14446199300824, 710.80058857285235,
684.0665634365406, 170.43259943290067, 512.64156727573106,
375.46163198981486, 822.99715443546233, 29.564058156478747,
534.10915850624417, 1259.5960818849255, 29.564058156478747,
102.21352345747341, 894.05233932320891, 136.31536235620138,
776.70879691866321, 136.31536235620138, 1259.0465135790394,
634.35100484306497, 29.564058156478747, 29.564058156478747,
1003.6378678414303, 29.564058156478747, 1514.5281059215931,
90.849658776963395, 473.55398719593279, 399.24559397164899,
1235.3576394633626, 225.13673045471057, 648.8445713497515,
6693.8873298938333, 821.92284255250388, 501.26904725524565,
181.80844049778423, 1421.2884989701979, 881.36283635156587,
461.74891598698605, 29.564058156478747, 2885.5919907898901,
755.79463748205535, 662.91435338782048, 102.21352345747341,
2070.9919104845339, 204.56527457716996, 842.20763354363885,
694.67236298296189, 676.48345013274582, 1913.3277539175508,
591.60622945820114, 864.91703492892702, 835.76652051291444,
947.09283156792162, 489.61002590587327, 102.21352345747341,
102.21352345747341, 1104.7245574918697, 159.05847370730996,
307.05633041771847, 124.94637377850879, 204.56527457716996,
90.849658776963395, 1663.29483551218, 821.64008030499872,
264.81689951619217, 1057.5590120511044, 29.564058156478747,
159.05847370730996, 813.13181063378397, 788.46745903669148,
360.07775826131945, 608.86647501012112, 1293.9142259622681,
147.68606184073531, 29.564058156478747, 124.94637377850879,
159.05847370730996, 2536.4074062495811, 606.22968240521232,
1120.7838905758681, 218.0922725105128, 995.43163378879649,
102.21352345747341, 879.80432241314043, 702.8078239963445,
621.89012492606798, 113.57909463559707, 113.57909463559707,
343.60087411945972, 29.564058156478747, 695.9729571284438,
1302.1592980120861, 102.21352345747341, 653.19902068309602,
3127.7110979052241, 1102.486802527299, 1214.0134885564066,
654.99013972364014, 238.71342788526476, 477.76747230295302,
1258.9823894693777, 90.849658776963395, 288.46848814807424,
784.95167547069843, 581.0552319936827, 29.564058156478747,
1217.1963951710472, 90.849658776963395, 398.27732228960758,
651.99356543717749, 29.564058156478747, 159.05847370730996,
7039.8463932904297, 1302.7520855928865, 113.57909463559707,
348.85694916137402, 368.16906480535624, 147.68606184073531,
478.18730179794818, 1101.0158933153871, 29.564058156478747,
295.66152221346789, 272.87709966079558, 531.79287974299905,
8397.9565042941322, 102.21352345747341, 522.90885497836427,
147.68606184073531, 307.05633041771847, 536.56023741636363,
102.21352345747341, 90.849658776963395, 29.564058156478747,
2136.4650525237139, 687.23144120163442, 1197.9512898218279,
1231.7216789405502, 1061.1711693441325, 517.41187355429361,
102.21352345747341, 883.10818517815403, 790.38032038383687,
779.21271895032464, 520.52560171998812, 525.23209141264556,
1267.4202078521512, 1181.3436975444629, 29.564058156478747,
522.4978699797166, 500.41575755662848, 29.564058156478747,
497.05072701179438, 1171.1845403839925, 890.54515263763074,
215.94627056469605, 90.849658776963395, 977.31068832461006,
204.56527457716996, 102.21352345747341, 531.88837036092264,
902.01109285500502, 651.27091767773913, 713.29682546447646
), LogRatio = c(8.9182703357420987, 9.4036971629123407, 8.9182703357420987,
12.268767582826236, 8.9182703357420987, 5.1937624978491064,
8.6857773244366818, 9.4036971629123407, 8.9182703357420987,
8.9182703357420987, 12.29464621465184, 8.9182703357420987,
8.9182703357420987, 8.9182703357420987, 12.936192243739363,
8.9182703357420987, 8.9182703357420987, 8.9182703357420987,
8.9182703357420987, 12.268767582826236, 12.268767582826236,
8.9182703357420987, 8.9182703357420987, 6.2855800636197019,
8.9182703357420987, 12.268767582826236, 13.538856746193979,
11.285641401390627, 12.936192243739363, 12.704866697632909,
10.948858655575524, 12.022606995556835, 12.429232255019478,
12.429232255019482, 8.9182703357420987, 11.805795606483688,
12.268767582826236, 8.9182703357420987, 11.970358846890553,
12.088195337184413, 13.31058775852086, 12.088195337184413,
10.699153046438514, 13.31058775852086, 12.268767582826236,
14.975720607926, 10.148137877640695, 8.9182703357420987,
12.268767582826236, 9.6058025701038048, 10.503232836463258,
10.546954213892576, 12.268767582826232, 13.962664455100555,
12.268767582826236, 11.72296345807619, 12.088195337184413,
12.088195337184413, 11.222332009835949, 11.74201969605037,
12.704866697632909, 8.9182703357420987, 8.9182703357420987,
9.5431112882405351, 8.9182703357420987, 11.881744459716986,
9.4036971629123407, 8.9182703357420987, 8.9182703357420987,
3.4884449999466205, 4.2818905871503361, 8.9182703357420987,
8.9182703357420987, 9.4036971629123407, 8.9182703357420987,
6.3990519948807263, 13.466706960438144, 8.9182703357420987,
8.9182703357420987, 8.9182703357420987, 8.683403586251627,
12.088195337184413, 9.7662672422970491, 12.088195337184413,
8.9182703357420987, 8.9182703357420987, 9.8290029976450128,
11.953894245472821, 9.4036971629123407, 12.429232255019482,
11.48823067312401, 9.4036971629123407, 9.4036971629123407,
9.4036971629123407, 11.077468930591355, 9.4036971629123407,
9.7247479728587827, 12.936192243739363, 8.9182703357420987,
4.6760410108214199, 8.9182703357420987, 8.9182703357420987,
12.088195337184413, 12.088195337184413, 12.088195337184413,
8.6490837029267098, 8.9182703357420987, 8.9182703357420987,
9.2077769529370848, 8.9182703357420987, 9.4036971629123407,
8.9182703357420987, 8.9182703357420987, 9.4036971629123407,
9.8881503473657641, 8.9182703357420987, 9.4036971629123407,
8.9182703357420987, 12.573622164354653, 10.808087417991675,
10.289108031110409, 8.9182703357420987, 8.9182703357420987,
8.9182703357420987, 8.9182703357420987, 8.9182703357420987,
12.268767582826236, 8.9182703357420987, 8.9182703357420987,
8.9182703357420987, 12.82516093135062, 12.268767582826236,
12.268767582826236, 12.936192243739363, 12.429232255019482,
13.343192423952786, 12.268767582826236, 11.222332009835949,
6.609457740644995, 5.3538188644120552, 12.088195337184413,
8.9182703357420987, 8.9182703357420987, 9.4036971629123407,
9.2866577417221237, 15.615932969212619, 12.704866697632909,
9.4036971629123407, 12.936192243739363, 8.9182703357420987,
9.4036971629123407, 14.448091282270797, 7.6482483901463887,
8.9182703357420987, 9.7662672422970509, 9.0017553212451809,
10.659352038380538, 9.0059376550653347, 8.7376980901002792,
8.9182703357420987, 9.4036971629123407, 13.13550105196277,
9.7110377215766572, 8.4271561357363289, 8.9182703357420987,
12.268767582826236, 12.268767582826236, 8.9182703357420987,
9.4036971629123407, 8.9182703357420987, 8.9182703357420987,
8.9182703357420987, 6.8766776606457345, 9.4036971629123407,
10.942117077696469, 9.6058025701038048, 8.9182703357420987,
12.900122989031843, 12.268767582826236, 11.805795606483688,
9.4036971629123407, 12.339734104180376, 12.936192243739363,
12.088195337184413, 14.247393932033667, 13.039285736703468,
12.088195337184413, 12.429232255019482, 12.268767582826236,
13.31058775852086, 8.9182703357420987, 2.7635472627587294,
8.9182703357420987, 9.4036971629123407, 13.039285736703468,
9.4036971629123407, 8.9182703357420987, 8.9182703357420987,
8.9182703357420987, 9.4036971629123407, 11.420770676271285,
11.042598470744302, 6.5144958013160812, 7.455105578278757,
9.4036971629123407, 4.8087740953728924, 6.4402230389374555,
8.9182703357420987, 8.6723789820193993, 9.5828211012011195,
3.7780551705108274, 1.5786067460784916, 9.4036971629123407,
3.9307880403575033, 11.474086490803739, 9.4036971629123407,
9.4036971629123407, 9.4036971629123407, 3.81962266971856,
12.088195337184413, 12.573622164354656, 8.8316432511490746,
10.449793577501797, 10.862026225102481, 8.5223416594109604,
9.4036971629123407, 11.025653871115701, 3.0128723875200096,
12.268767582826236, 5.4788917020481041, 12.429232255019482,
9.4614126607686302, 4.146158405548821, 6.6174810079128878,
12.088195337184413, 12.088195337184413, 14.289829198354063,
10.56596859181122, 11.550538551241612, 9.7662672422970509,
12.573622164354656, 12.088195337184413, 10.376320723981037,
10.966800229669758, 5.7241232326344722, 4.3908236380826864,
9.4036971629123407, 9.4036971629123407, 9.4036971629123407,
12.429232255019482, 9.3903387800573235, 8.2408418685532574,
11.640736360213189, 12.088195337184413, 13.13550105196277,
12.82516093135062, 12.163157394865632, 10.800214574220387,
11.913108630626322, 12.088195337184413, 10.55476313710334,
8.3498104659328725, 10.988659663633499, 11.640736360213189,
9.2006700664428251, 9.1181109150886996, 9.1513515194742645,
10.002334600530574, 8.450491374391282, 10.271907290356801,
11.921545467774962, 12.900122989031839, 8.5663296717882993,
12.704866697632909, 7.6262887772352697, 7.3729825415464942,
8.8544944253087863, 8.9416343288076092, 8.3393793163890493,
9.4252303244619817, 9.2653690063643666, 8.5574532274611421,
9.4036971629123407, 7.7425853232653896, 10.709683713930684,
9.9727181197644761, 9.053297129199823, 9.6364993673267207,
12.268767582826236, 10.683805082105078, 12.268767582826236,
8.5749685900621699, 7.3986261733649208, 9.4036971629123407,
12.088195337184413, 9.4036971629123407, 9.4036971629123407,
11.351229743018205, 12.704866697632909, 12.088195337184413,
11.640736360213189, 8.1114832920783222, 8.3986991471123709,
12.429232255019482, 12.268767582826236, 12.82516093135062,
12.573622164354656, 11.74201969605037, 10.56596859181122,
12.268767582826236, 9.3435761704747708, 9.4036971629123407,
11.550538551241612, 12.088195337184413, 12.088195337184413,
11.550538551241612, 11.587297101251728, 11.413965498366167,
13.538856746193979, 11.164816618787325, 11.842034749915015,
12.936192243739363, 12.199226649573156, 5.324318186764625,
11.725625257799702, 9.4036971629123407, 13.607569496277993,
12.268767582826236, 11.413965498366167, 12.900122989031839,
8.2797084456368886, 5.2190612861238694, 8.3487614874274563,
13.85373008354739, 4.8822721375047013, 4.9115454254922817,
9.4036971629123407, 13.31058775852086, 12.429232255019482,
12.704866697632909, 12.704866697632905, 12.268767582826236,
12.573622164354656, 11.790113984251416, 11.373554289689661,
10.784645771611906, 10.851658733527694, 12.126163187383433,
9.4036971629123407, 9.84122929997827, 9.4036971629123407,
4.1048339157158278, 8.4913912238187415, 8.8461205499862636,
9.4036971629123407, 3.5339048690925661, 4.31271500748778,
12.82516093135062, 13.039285736703468, 12.268767582826236,
8.2305272571520689, 9.4036971629123407, 10.541200686662277,
11.881744459716984, 12.704866697632909, 12.429232255019482,
13.111165859834051, 12.900122989031839, 12.088195337184413,
12.088195337184413, 14.014194755740636, 14.158584665075811,
13.153997395580156, 13.082842102690208, 14.063947790937736,
13.31058775852086, 14.014194755740636, 12.82516093135062,
12.936192243739363, 12.573622164354656, 9.4036971629123407,
7.6404108790971144, 9.0411270835276341, 12.82516093135062,
8.2562667992571157, 9.4036971629123407, 3.073072450839609,
5.417628493763698, 4.7966744755817601, 5.0140483097562019,
1.99381617809461, 9.4036971629123407, 13.416521203269925,
13.225698860934347, 12.292813056792884, 13.538856746193979,
13.416521203269925, 12.429232255019482, 9.4036971629123407,
7.6908291077100266, 8.762646926618352, 8.8391987647509005,
7.2280989530548343, 2.4932117962486195, 12.429232255019482,
15.475925490467521, 12.316464324857529, 6.4453774310391649,
12.936192243739363, 9.4036971629123407, 12.429232255019482,
12.704866697632909, 4.9743006352770278, 12.82516093135062,
12.268767582826236, 9.4036971629123407, 12.704866697632909,
12.429232255019482, 12.786166799734755, 7.0608243656682719,
12.088195337184413, 9.4036971629123407, 9.4036971629123407,
4.2277129545755665, 12.429232255019482, 9.4036971629123407,
5.4690641849086781, 9.5403858348807233, 12.82516093135062,
10.879381322348504, 13.31058775852086, 12.662431431312509,
12.429232255019482, 3.3642087498504418, 13.390758107204846,
7.4088836096276776, 5.542648560758523, 9.4036971629123407,
12.268767582826236, 11.396317632546744, 12.022606995556835,
9.4036971629123407, 6.0740334192453735, 12.268767582826236,
13.225698860934347, 13.13550105196277, 12.088195337184413,
2.4021958373015844, 12.74608936035942, 11.113286318147242,
4.1219472380059088, 8.3294033805650276, 12.429232255019482,
8.9103434199704701, 13.629765242392187, 13.718245727434105,
12.82516093135062, 12.704866697632909, 9.4036971629123407,
11.725625257799702, 10.067783877161451, 13.796014585691104,
11.687657407600684, 13.890962989746363, 11.133049572968673,
10.58340318514724, 11.396317632546744, 12.429232255019482,
12.268767582826236, 13.466706960438144, 12.268767582826236,
12.429232255019482, 9.574786097488289, 7.4277681679154206,
12.936192243739363, 9.4036971629123407, 9.4036971629123407,
13.466706960438144, 12.429232255019482, 9.4036971629123407,
7.6004583493269688, 4.8071153408087319, 9.4036971629123407,
8.043142302518369, 9.3188082653258277, 9.4036971629123407,
9.4036971629123407, 9.2834029291946294, 7.7374345600893371,
14.112042079138782, 12.268767582826236, 13.607569496277993,
12.82516093135062, 12.429232255019482, 5.0772611337712839,
4.7844464046238748, 12.573622164354656, 12.671763255833817,
10.473331350749394, 9.4036971629123407, 13.31058775852086,
3.6863327968260373, 14.112042079138782, 9.4036971629123407,
9.4036971629123407, 9.5884801230817676, 2.9462501553687446,
3.9954381962645598, 12.704866697632909, 12.704866697632909,
12.429232255019482, 14.55634417292282, 14.289829198354063,
12.704866697632909, 12.704866697632909, 13.13550105196277,
13.390758107204842, 12.573622164354656, 4.7803134756929122,
12.429232255019482, 12.936192243739363, 12.268767582826236,
4.7154895061477422, 3.6165920525446333, 6.5819151702194576,
7.3093123539519649, 10.022182236230673, 9.0778001658220333,
12.429232255019482, 12.704866697632909, 6.180460319520245,
9.4036971629123407, 12.268767582826236, 12.009123766193213,
12.573622164354656, 12.429232255019482, 5.1370358942221106,
9.2432324907190946, 6.2846824814212017, 6.2365687604380851,
5.8298683417792718, 3.1471135999683555, 3.5677355005055693,
15.100167978850489, 13.13550105196277, 11.943805427849238,
14.247393932033667, 4.8273477924958925, 9.4036971629123407,
8.1584043394658146, 6.1154909324090934, 9.4036971629123407,
12.429232255019482, 7.0093856900014933, 12.82516093135062,
6.2288619941529673, 12.82516093135062, 6.2561027225374897,
3.2782358569197827, 9.4036971629123407, 9.4036971629123407,
5.2264913410385052, 9.4036971629123407, 11.281568865049323,
12.268767582826236, 6.8145224109042717, 9.8772985546857939,
8.7529212170493125, 11.285641401390627, 11.640736360213191,
13.138014458593057, 5.8238816353309932, 8.7089340672310982,
13.225698860934347, 11.373172295898884, 11.829593177665879,
9.9655760505204576, 9.4036971629123407, 12.666171407589463,
4.7186483212809742, 3.4535746538455743, 12.429232255019482,
9.1129794690117034, 13.390758107204846, 11.569034894859001,
5.6717201980526477, 8.4500078974963806, 4.1175421190165666,
2.0935303490026298, 4.1806772555025482, 2.1651994409701549,
6.5788335909999951, 14.624248237424624, 12.429232255019482,
12.429232255019482, 9.9031181105095527, 13.039285736703468,
13.962664455100555, 12.704866697632909, 13.390758107204846,
12.268767582826236, 8.6683221918850908, 15.361213831590829,
10.208785477998003, 4.8785836610392277, 9.4036971629123407,
13.039285736703468, 8.166118337761219, 2.6494297989131965,
9.1626890634085463, 2.0820607160015703, 5.5240754276373298,
12.936192243739363, 9.4036971629123407, 12.704866697632909,
13.039285736703468, 4.1884388546717526, 3.1752856395795073,
6.9163007858923304, 9.7662672422970509, 3.8796521864341567,
12.429232255019482, 13.890962989746363, 4.3792202273771403,
2.1376863805852282, 12.573622164354656, 12.573622164354656,
11.396317632546744, 9.4036971629123407, 6.3230879927030657,
2.9788237046458876, 12.429232255019482, 10.238335686612272,
7.2384764948282001, 7.4258428037922988, 5.6515291621024639,
2.7093169510715032, 13.607569496277993, 4.8125295126644776,
4.5290808867761267, 12.268767582826236, 8.3166565944707784,
6.6353363724706007, 14.867805268759113, 9.4036971629123407,
4.1581590056399724, 12.268767582826236, 14.331051861080578,
8.4861593231043138, 9.4036971629123407, 13.039285736703468,
11.328311150785057, 4.4168079182333049, 12.573622164354656,
11.881744459716984, 10.871620242443278, 12.936192243739363,
14.590695677713597, 13.481428466144905, 9.4036971629123407,
13.909225196139094, 13.796014585691104, 9.6640868474905712,
9.8521673157026974, 12.429232255019482, 1.679273702503477,
12.936192243739363, 13.962664455100555, 2.060755288335117,
12.429232255019482, 12.268767582826236, 9.4036971629123407,
3.6321460844753783, 3.9117873746995686, 4.6180478413835075,
8.6414019634733883, 3.6353641296839214, 5.7285574362438103,
12.429232255019482, 6.1488832638835156, 3.501668890106671,
5.6426650411328536, 6.110915413684495, 4.7070585887097796,
5.5793852508477952, 4.3248483675888831, 9.4036971629123407,
4.7207180427801045, 2.6671081242182035, 9.4036971629123407,
1.9598929443421937, 4.5665377281935386, 6.443790698423463,
13.466706960438144, 12.268767582826236, 5.5635760743443576,
13.390758107204846, 12.429232255019482, 4.4517454193584491,
15.494187696860251, 3.6583846251650534, 3.2841431981335631
), LogRatio.G2 = c(0, 9.4036971629123407, 0, 12.268767582826236,
0, 5.1937624978491064, 8.6857773244366818, 9.4036971629123407,
0, 0, 12.29464621465184, 0, 0, 0, 12.936192243739363, 0,
0, 0, 0, 12.268767582826236, 12.268767582826236, 0, 0, 6.2855800636197019,
0, 12.268767582826236, 13.538856746193979, 11.285641401390627,
12.936192243739363, 12.704866697632909, 10.948858655575524,
12.022606995556835, 12.429232255019478, 12.429232255019482,
0, 11.805795606483688, 12.268767582826236, 0, 11.970358846890553,
12.088195337184413, 13.31058775852086, 12.088195337184413,
10.699153046438514, 13.31058775852086, 12.268767582826236,
14.975720607926, 10.148137877640695, 0, 12.268767582826236,
9.6058025701038048, 10.503232836463258, 10.546954213892576,
12.268767582826232, 13.962664455100555, 12.268767582826236,
11.72296345807619, 12.088195337184413, 12.088195337184413,
11.222332009835949, 11.74201969605037, 12.704866697632909,
0, 0, 9.5431112882405351, 0, 11.881744459716986, 9.4036971629123407,
0, 0, 3.4884449999466205, 4.2818905871503361, 0, 0, 9.4036971629123407,
0, 6.3990519948807263, 13.466706960438144, 0, 0, 0, 8.683403586251627,
12.088195337184413, 9.7662672422970491, 12.088195337184413,
0, 0, 9.8290029976450128, 11.953894245472821, 9.4036971629123407,
12.429232255019482, 11.48823067312401, 9.4036971629123407,
9.4036971629123407, 9.4036971629123407, 11.077468930591355,
9.4036971629123407, 9.7247479728587827, 12.936192243739363,
0, 4.6760410108214199, 0, 0, 12.088195337184413, 12.088195337184413,
12.088195337184413, 8.6490837029267098, 0, 0, 9.2077769529370848,
0, 9.4036971629123407, 0, 0, 9.4036971629123407, 9.8881503473657641,
0, 9.4036971629123407, 0, 12.573622164354653, 10.808087417991675,
10.289108031110409, 0, 0, 0, 0, 0, 12.268767582826236, 0,
0, 0, 12.82516093135062, 12.268767582826236, 12.268767582826236,
12.936192243739363, 12.429232255019482, 13.343192423952786,
12.268767582826236, 11.222332009835949, 6.609457740644995,
5.3538188644120552, 12.088195337184413, 0, 0, 9.4036971629123407,
9.2866577417221237, 15.615932969212619, 12.704866697632909,
9.4036971629123407, 12.936192243739363, 0, 9.4036971629123407,
14.448091282270797, 7.6482483901463887, 0, 9.7662672422970509,
9.0017553212451809, 10.659352038380538, 9.0059376550653347,
8.7376980901002792, 0, 9.4036971629123407, 13.13550105196277,
9.7110377215766572, 8.4271561357363289, 0, 12.268767582826236,
12.268767582826236, 0, 9.4036971629123407, 0, 0, 0, 6.8766776606457345,
9.4036971629123407, 10.942117077696469, 9.6058025701038048,
0, 12.900122989031843, 12.268767582826236, 11.805795606483688,
9.4036971629123407, 12.339734104180376, 12.936192243739363,
12.088195337184413, 14.247393932033667, 13.039285736703468,
12.088195337184413, 12.429232255019482, 12.268767582826236,
13.31058775852086, 0, 2.7635472627587294, 0, 9.4036971629123407,
13.039285736703468, 9.4036971629123407, 0, 0, 0, 9.4036971629123407,
11.420770676271285, 11.042598470744302, 6.5144958013160812,
7.455105578278757, 9.4036971629123407, 4.8087740953728924,
6.4402230389374555, 0, 8.6723789820193993, 9.5828211012011195,
3.7780551705108274, 1.5786067460784916, 9.4036971629123407,
3.9307880403575033, 11.474086490803739, 9.4036971629123407,
9.4036971629123407, 9.4036971629123407, 3.81962266971856,
12.088195337184413, 12.573622164354656, 8.8316432511490746,
10.449793577501797, 10.862026225102481, 8.5223416594109604,
9.4036971629123407, 11.025653871115701, 3.0128723875200096,
12.268767582826236, 5.4788917020481041, 12.429232255019482,
9.4614126607686302, 4.146158405548821, 6.6174810079128878,
12.088195337184413, 12.088195337184413, 14.289829198354063,
10.56596859181122, 11.550538551241612, 9.7662672422970509,
12.573622164354656, 12.088195337184413, 10.376320723981037,
10.966800229669758, 5.7241232326344722, 4.3908236380826864,
9.4036971629123407, 9.4036971629123407, 9.4036971629123407,
12.429232255019482, 9.3903387800573235, 8.2408418685532574,
11.640736360213189, 12.088195337184413, 13.13550105196277,
12.82516093135062, 12.163157394865632, 10.800214574220387,
11.913108630626322, 12.088195337184413, 10.55476313710334,
8.3498104659328725, 10.988659663633499, 11.640736360213189,
9.2006700664428251, 9.1181109150886996, 9.1513515194742645,
10.002334600530574, 8.450491374391282, 10.271907290356801,
11.921545467774962, 12.900122989031839, 8.5663296717882993,
12.704866697632909, 7.6262887772352697, 7.3729825415464942,
8.8544944253087863, 8.9416343288076092, 8.3393793163890493,
9.4252303244619817, 9.2653690063643666, 8.5574532274611421,
9.4036971629123407, 7.7425853232653896, 10.709683713930684,
9.9727181197644761, 9.053297129199823, 9.6364993673267207,
12.268767582826236, 10.683805082105078, 12.268767582826236,
8.5749685900621699, 7.3986261733649208, 9.4036971629123407,
12.088195337184413, 9.4036971629123407, 9.4036971629123407,
11.351229743018205, 12.704866697632909, 12.088195337184413,
11.640736360213189, 8.1114832920783222, 8.3986991471123709,
12.429232255019482, 12.268767582826236, 12.82516093135062,
12.573622164354656, 11.74201969605037, 10.56596859181122,
12.268767582826236, 9.3435761704747708, 9.4036971629123407,
11.550538551241612, 12.088195337184413, 12.088195337184413,
11.550538551241612, 11.587297101251728, 11.413965498366167,
13.538856746193979, 11.164816618787325, 11.842034749915015,
12.936192243739363, 12.199226649573156, 5.324318186764625,
11.725625257799702, 9.4036971629123407, 13.607569496277993,
12.268767582826236, 11.413965498366167, 12.900122989031839,
8.2797084456368886, 5.2190612861238694, 8.3487614874274563,
13.85373008354739, 4.8822721375047013, 4.9115454254922817,
9.4036971629123407, 13.31058775852086, 12.429232255019482,
12.704866697632909, 12.704866697632905, 12.268767582826236,
12.573622164354656, 11.790113984251416, 11.373554289689661,
10.784645771611906, 10.851658733527694, 12.126163187383433,
9.4036971629123407, 9.84122929997827, 9.4036971629123407,
4.1048339157158278, 8.4913912238187415, 8.8461205499862636,
9.4036971629123407, 3.5339048690925661, 4.31271500748778,
12.82516093135062, 13.039285736703468, 12.268767582826236,
8.2305272571520689, 9.4036971629123407, 10.541200686662277,
11.881744459716984, 12.704866697632909, 12.429232255019482,
13.111165859834051, 12.900122989031839, 12.088195337184413,
12.088195337184413, 14.014194755740636, 14.158584665075811,
13.153997395580156, 13.082842102690208, 14.063947790937736,
13.31058775852086, 14.014194755740636, 12.82516093135062,
12.936192243739363, 12.573622164354656, 9.4036971629123407,
7.6404108790971144, 9.0411270835276341, 12.82516093135062,
8.2562667992571157, 9.4036971629123407, 3.073072450839609,
5.417628493763698, 4.7966744755817601, 5.0140483097562019,
1.99381617809461, 9.4036971629123407, 13.416521203269925,
13.225698860934347, 12.292813056792884, 13.538856746193979,
13.416521203269925, 12.429232255019482, 9.4036971629123407,
7.6908291077100266, 8.762646926618352, 8.8391987647509005,
7.2280989530548343, 2.4932117962486195, 12.429232255019482,
15.475925490467521, 12.316464324857529, 6.4453774310391649,
12.936192243739363, 9.4036971629123407, 12.429232255019482,
12.704866697632909, 4.9743006352770278, 12.82516093135062,
12.268767582826236, 9.4036971629123407, 12.704866697632909,
12.429232255019482, 12.786166799734755, 7.0608243656682719,
12.088195337184413, 9.4036971629123407, 9.4036971629123407,
4.2277129545755665, 12.429232255019482, 9.4036971629123407,
5.4690641849086781, 9.5403858348807233, 12.82516093135062,
10.879381322348504, 13.31058775852086, 12.662431431312509,
12.429232255019482, 3.3642087498504418, 13.390758107204846,
7.4088836096276776, 5.542648560758523, 9.4036971629123407,
12.268767582826236, 11.396317632546744, 12.022606995556835,
9.4036971629123407, 6.0740334192453735, 12.268767582826236,
13.225698860934347, 13.13550105196277, 12.088195337184413,
2.4021958373015844, 12.74608936035942, 11.113286318147242,
4.1219472380059088, 8.3294033805650276, 12.429232255019482,
8.9103434199704701, 13.629765242392187, 13.718245727434105,
12.82516093135062, 12.704866697632909, 9.4036971629123407,
11.725625257799702, 10.067783877161451, 13.796014585691104,
11.687657407600684, 13.890962989746363, 11.133049572968673,
10.58340318514724, 11.396317632546744, 12.429232255019482,
12.268767582826236, 13.466706960438144, 12.268767582826236,
12.429232255019482, 9.574786097488289, 7.4277681679154206,
12.936192243739363, 9.4036971629123407, 9.4036971629123407,
13.466706960438144, 12.429232255019482, 9.4036971629123407,
7.6004583493269688, 4.8071153408087319, 9.4036971629123407,
8.043142302518369, 9.3188082653258277, 9.4036971629123407,
9.4036971629123407, 9.2834029291946294, 7.7374345600893371,
14.112042079138782, 12.268767582826236, 13.607569496277993,
12.82516093135062, 12.429232255019482, 5.0772611337712839,
4.7844464046238748, 12.573622164354656, 12.671763255833817,
10.473331350749394, 9.4036971629123407, 13.31058775852086,
3.6863327968260373, 14.112042079138782, 9.4036971629123407,
9.4036971629123407, 9.5884801230817676, 2.9462501553687446,
3.9954381962645598, 12.704866697632909, 12.704866697632909,
12.429232255019482, 14.55634417292282, 14.289829198354063,
12.704866697632909, 12.704866697632909, 13.13550105196277,
13.390758107204842, 12.573622164354656, 4.7803134756929122,
12.429232255019482, 12.936192243739363, 12.268767582826236,
4.7154895061477422, 3.6165920525446333, 6.5819151702194576,
7.3093123539519649, 10.022182236230673, 9.0778001658220333,
12.429232255019482, 12.704866697632909, 6.180460319520245,
9.4036971629123407, 12.268767582826236, 12.009123766193213,
12.573622164354656, 12.429232255019482, 5.1370358942221106,
9.2432324907190946, 6.2846824814212017, 6.2365687604380851,
5.8298683417792718, 3.1471135999683555, 3.5677355005055693,
15.100167978850489, 13.13550105196277, 11.943805427849238,
14.247393932033667, 4.8273477924958925, 9.4036971629123407,
8.1584043394658146, 6.1154909324090934, 9.4036971629123407,
12.429232255019482, 7.0093856900014933, 12.82516093135062,
6.2288619941529673, 12.82516093135062, 6.2561027225374897,
3.2782358569197827, 9.4036971629123407, 9.4036971629123407,
5.2264913410385052, 9.4036971629123407, 11.281568865049323,
12.268767582826236, 6.8145224109042717, 9.8772985546857939,
8.7529212170493125, 11.285641401390627, 11.640736360213191,
13.138014458593057, 5.8238816353309932, 8.7089340672310982,
13.225698860934347, 11.373172295898884, 11.829593177665879,
9.9655760505204576, 9.4036971629123407, 12.666171407589463,
4.7186483212809742, 3.4535746538455743, 12.429232255019482,
9.1129794690117034, 13.390758107204846, 11.569034894859001,
5.6717201980526477, 8.4500078974963806, 4.1175421190165666,
2.0935303490026298, 4.1806772555025482, 2.1651994409701549,
6.5788335909999951, 14.624248237424624, 12.429232255019482,
12.429232255019482, 9.9031181105095527, 13.039285736703468,
13.962664455100555, 12.704866697632909, 13.390758107204846,
12.268767582826236, 8.6683221918850908, 15.361213831590829,
10.208785477998003, 4.8785836610392277, 9.4036971629123407,
13.039285736703468, 8.166118337761219, 2.6494297989131965,
9.1626890634085463, 2.0820607160015703, 5.5240754276373298,
12.936192243739363, 9.4036971629123407, 12.704866697632909,
13.039285736703468, 4.1884388546717526, 3.1752856395795073,
6.9163007858923304, 9.7662672422970509, 3.8796521864341567,
12.429232255019482, 13.890962989746363, 4.3792202273771403,
2.1376863805852282, 12.573622164354656, 12.573622164354656,
11.396317632546744, 9.4036971629123407, 6.3230879927030657,
2.9788237046458876, 12.429232255019482, 10.238335686612272,
7.2384764948282001, 7.4258428037922988, 5.6515291621024639,
2.7093169510715032, 13.607569496277993, 4.8125295126644776,
4.5290808867761267, 12.268767582826236, 8.3166565944707784,
6.6353363724706007, 14.867805268759113, 9.4036971629123407,
4.1581590056399724, 12.268767582826236, 14.331051861080578,
8.4861593231043138, 9.4036971629123407, 13.039285736703468,
11.328311150785057, 4.4168079182333049, 12.573622164354656,
11.881744459716984, 10.871620242443278, 12.936192243739363,
14.590695677713597, 13.481428466144905, 9.4036971629123407,
13.909225196139094, 13.796014585691104, 9.6640868474905712,
9.8521673157026974, 12.429232255019482, 1.679273702503477,
12.936192243739363, 13.962664455100555, 2.060755288335117,
12.429232255019482, 12.268767582826236, 9.4036971629123407,
3.6321460844753783, 3.9117873746995686, 4.6180478413835075,
8.6414019634733883, 3.6353641296839214, 5.7285574362438103,
12.429232255019482, 6.1488832638835156, 3.501668890106671,
5.6426650411328536, 6.110915413684495, 4.7070585887097796,
5.5793852508477952, 4.3248483675888831, 9.4036971629123407,
4.7207180427801045, 2.6671081242182035, 9.4036971629123407,
1.9598929443421937, 4.5665377281935386, 6.443790698423463,
13.466706960438144, 12.268767582826236, 5.5635760743443576,
13.390758107204846, 12.429232255019482, 4.4517454193584491,
15.494187696860251, 3.6583846251650534, 3.2841431981335631
), SM = c(17.480923715934829, 25.735597992713796, 17.480923715934829,
68.969413763806287, 17.480923715934829, 34.898871880820479,
158.50323124702888, 25.735597992713796, 17.480923715934829,
17.480923715934829, 810.32789935797041, 17.480923715934829,
17.480923715934829, 17.480923715934829, 111.45029736618521,
17.480923715934829, 17.480923715934829, 17.480923715934829,
17.480923715934829, 68.969413763806287, 68.969413763806287,
17.480923715934829, 17.480923715934829, 69.124312880466846,
17.480923715934829, 68.969413763806287, 170.9235344095157,
169.5016773200667, 111.45029736618521, 94.457943925233636,
467.46491904776553, 174.31973497473527, 232.10245491218808,
77.465590484282075, 17.480923715934829, 149.55571214439837,
68.969413763806287, 17.480923715934829, 806.32989182499114,
60.473237043330499, 145.43500424808835, 60.473237043330499,
230.64256760942052, 145.43500424808835, 68.969413763806287,
468.28971962616822, 156.52315402505516, 17.480923715934829,
68.969413763806287, 355.49491718401941, 168.22878183032952,
239.35735635468313, 207.33843208185115, 230.39677145284622,
68.969413763806287, 1063.5683413336601, 60.473237043330499,
60.473237043330499, 383.90686091247738, 233.71385092611916,
94.457943925233636, 17.480923715934829, 17.480923715934829,
683.42092665058783, 17.480923715934829, 157.81038642117736,
25.735597992713796, 17.480923715934829, 17.480923715934829,
11.131608118723097, 19.370678354749611, 17.480923715934829,
17.480923715934829, 25.735597992713796, 17.480923715934829,
79.41395720236811, 162.42735768903995, 17.480923715934829,
17.480923715934829, 17.480923715934829, 386.4524821812185,
60.473237043330499, 356.10794392486218, 60.473237043330499,
17.480923715934829, 17.480923715934829, 163.02528072915871,
166.06506069795628, 25.735597992713796, 77.465590484282075,
862.62888057147268, 25.735597992713796, 25.735597992713796,
25.735597992713796, 251.89555550632772, 25.735597992713796,
657.17603057817735, 111.45029736618521, 17.480923715934829,
25.339203148958504, 17.480923715934829, 17.480923715934829,
60.473237043330499, 60.473237043330499, 60.473237043330499,
163.11670392205599, 17.480923715934829, 17.480923715934829,
166.9138064803046, 17.480923715934829, 25.735597992713796,
17.480923715934829, 17.480923715934829, 25.735597992713796,
607.80823497074073, 17.480923715934829, 25.735597992713796,
17.480923715934829, 256.86647774252498, 358.81902908926099,
374.40876994721526, 17.480923715934829, 17.480923715934829,
17.480923715934829, 17.480923715934829, 17.480923715934829,
68.969413763806287, 17.480923715934829, 17.480923715934829,
17.480923715934829, 102.95412064570942, 68.969413763806287,
68.969413763806287, 111.45029736618521, 77.465590484282075,
715.3051529715126, 68.969413763806287, 383.90686091247738,
88.294574178798939, 38.731938666098131, 60.473237043330499,
17.480923715934829, 17.480923715934829, 25.735597992713796,
203.23243877198894, 731.67119796091765, 94.457943925233636,
25.735597992713796, 111.45029736618521, 17.480923715934829,
25.735597992713796, 323.8547153780799, 176.68709573361826,
17.480923715934829, 445.45730010317351, 208.82515550166801,
149.32150722798858, 282.43548516940228, 295.50946093140738,
17.480923715934829, 25.735597992713796, 128.44265080713677,
428.66623508374045, 250.81994309477946, 17.480923715934829,
68.969413763806287, 68.969413763806287, 17.480923715934829,
25.735597992713796, 17.480923715934829, 17.480923715934829,
17.480923715934829, 99.075295630479062, 25.735597992713796,
229.07734450378274, 168.9250867835149, 17.480923715934829,
898.41153391176829, 68.969413763806287, 149.55571214439837,
25.735597992713796, 485.17910572589938, 111.45029736618521,
60.473237043330499, 281.37383177570092, 119.946474086661,
60.473237043330499, 77.465590484282075, 68.969413763806287,
145.43500424808835, 17.480923715934829, 6.7736533016699125,
17.480923715934829, 25.735597992713796, 119.946474086661,
25.735597992713796, 17.480923715934829, 17.480923715934829,
17.480923715934829, 25.735597992713796, 320.35018851396256,
381.63628885729952, 83.023228026236254, 152.03443925211261,
25.735597992713796, 27.564909156959594, 77.562242225692117,
17.480923715934829, 380.83592228438988, 380.90955736696787,
13.634666764849143, 2.9839975298761923, 25.735597992713796,
15.035573197942687, 193.5812424223364, 25.735597992713796,
25.735597992713796, 25.735597992713796, 14.022916096615951,
60.473237043330499, 85.961767204757848, 314.17516470906685,
193.58286081723782, 372.58859409651427, 244.3008664071528,
25.735597992713796, 289.93809847691278, 8.0478396104481806,
68.969413763806287, 42.914487352556989, 77.465590484282075,
165.10156539322924, 17.534714224823642, 90.461684172762077,
60.473237043330499, 60.473237043330499, 289.87000849617669,
175.8348521645112, 124.79168931406144, 172.92990149134229,
85.961767204757848, 60.473237043330499, 289.9812170065556,
437.93870950138302, 49.203131877419253, 20.685479701585695,
25.735597992713796, 25.735597992713796, 25.735597992713796,
77.465590484282075, 387.96667915742381, 279.06935287729777,
217.66080752460607, 60.473237043330499, 128.44265080713677,
102.95412064570942, 313.97906793368475, 164.94279087905417,
360.20883651737444, 60.473237043330499, 208.40674353411092,
203.25464273136683, 718.58722746724766, 133.04636359084043,
206.57357692214978, 187.91333138615968, 294.28165738331597,
184.18118474155941, 220.8973729541018, 351.56863319529651,
541.94410466375484, 322.90387195675675, 210.11120643317179,
94.457943925233636, 180.87550406567249, 139.96225256000236,
162.05065078779344, 205.23589182222784, 308.994802572482,
148.74906507967478, 164.23973924599747, 152.95927023769778,
25.735597992713796, 182.14479668671876, 268.26725726624198,
159.85512884789625, 232.19401272709075, 248.69878046293445,
68.969413763806287, 191.04699283287448, 68.969413763806287,
162.51127072277771, 156.23875133872141, 25.735597992713796,
60.473237043330499, 25.735597992713796, 25.735597992713796,
243.04920913438229, 94.457943925233636, 60.473237043330499,
133.04636359084043, 179.64915393163605, 323.94928208769426,
77.465590484282075, 68.969413763806287, 102.95412064570942,
85.961767204757848, 233.71385092611916, 175.8348521645112,
68.969413763806287, 151.95533262564072, 25.735597992713796,
124.79168931406144, 60.473237043330499, 60.473237043330499,
124.79168931406144, 209.6342858238495, 185.55472072157986,
170.9235344095157, 319.58586391065893, 737.48206678872509,
111.45029736618521, 322.00558963444126, 39.735679285407322,
141.30103786761939, 25.735597992713796, 179.41971112999147,
68.969413763806287, 185.55472072157986, 322.90387195675675,
171.99074668373163, 36.447043710511949, 158.48639647920481,
213.40441801189462, 28.576672195624145, 29.951405445171964,
25.735597992713796, 145.43500424808835, 77.465590484282075,
94.457943925233636, 281.63050057286188, 68.969413763806287,
85.961767204757848, 241.74037262687574, 1214.835974019152,
282.72220772202138, 697.42147804558726, 1527.0022840348547,
25.735597992713796, 245.989533837327, 25.735597992713796,
17.058995275515365, 303.69112570184041, 172.14855323622197,
25.735597992713796, 11.51565227654309, 19.512040325626874,
102.95412064570942, 119.946474086661, 68.969413763806287,
261.75372435825119, 25.735597992713796, 268.80480079116234,
257.79341602838883, 94.457943925233636, 77.465590484282075,
2530.4955884322017, 322.90387195675675, 60.473237043330499,
60.473237043330499, 238.892948173322, 264.38147833474937,
627.01341426319038, 1020.1086592586747, 247.38912489379777,
145.43500424808835, 238.892948173322, 102.95412064570942,
111.45029736618521, 85.961767204757848, 25.735597992713796,
170.54931398820364, 148.44832380880538, 102.95412064570942,
159.59314232654563, 25.735597992713796, 8.3737100696204845,
42.254377744441385, 27.372418748883707, 31.779991169647811,
3.9802133822462737, 25.735597992713796, 463.23333466199927,
136.93882752761257, 469.55782207483372, 170.9235344095157,
463.23333466199927, 77.465590484282075, 25.735597992713796,
158.97415341378948, 287.32272020031883, 304.57409036116246,
119.65195946418999, 5.612920843509837, 77.465590484282075,
663.70178419711124, 477.36846390036658, 75.691940844825922,
111.45029736618521, 25.735597992713796, 77.465590484282075,
94.457943925233636, 30.419273931370164, 102.95412064570942,
68.969413763806287, 25.735597992713796, 94.457943925233636,
77.465590484282075, 298.13984912641985, 110.76862143656355,
60.473237043330499, 25.735597992713796, 25.735597992713796,
18.497455849108082, 77.465590484282075, 25.735597992713796,
44.016794593531493, 187.15782214522758, 102.95412064570942,
772.56272498354929, 145.43500424808835, 273.37582629608295,
77.465590484282075, 10.226089682548201, 153.93118096856415,
142.50202828723255, 43.929560519908492, 25.735597992713796,
68.969413763806287, 250.85985095991509, 174.31973497473527,
25.735597992713796, 62.647620740583569, 68.969413763806287,
136.93882752761257, 128.44265080713677, 60.473237043330499,
5.2785062006758476, 289.88517484964092, 485.01609347700997,
17.152946494387763, 199.02106595104959, 77.465590484282075,
248.76418098550673, 537.52540315300996, 1266.2432882791804,
102.95412064570942, 94.457943925233636, 25.735597992713796,
141.30103786761939, 852.77301790416811, 204.90824129141885,
460.41274972095306, 644.8361687511366, 491.74143404495658,
141.51086540245578, 250.85985095991509, 77.465590484282075,
68.969413763806287, 162.42735768903995, 68.969413763806287,
77.465590484282075, 354.46467290311307, 150.12275573405515,
111.45029736618521, 25.735597992713796, 25.735597992713796,
162.42735768903995, 77.465590484282075, 25.735597992713796,
139.27643034040057, 27.128736186059456, 25.735597992713796,
201.03389617320821, 170.52818498379207, 25.735597992713796,
25.735597992713796, 326.86572827583126, 162.49744882534847,
255.88530161427354, 68.969413763806287, 179.41971112999147,
102.95412064570942, 77.465590484282075, 32.548440376673263,
26.897757757345392, 85.961767204757848, 1659.0852501789363,
519.41067679790797, 25.735597992713796, 145.43500424808835,
12.764984473449642, 255.88530161427354, 25.735597992713796,
25.735597992713796, 193.58545283533113, 7.679583616929949,
15.691050835730687, 94.457943925233636, 94.457943925233636,
77.465590484282075, 349.34324553950728, 289.87000849617669,
94.457943925233636, 94.457943925233636, 128.44265080713677,
454.97866038522028, 85.961767204757848, 26.657582947079185,
77.465590484282075, 111.45029736618521, 68.969413763806287,
25.802982454731602, 12.193151648057492, 85.876516596365335,
138.92165278880074, 560.00004978902007, 263.79967820813312,
77.465590484282075, 94.457943925233636, 69.681940290255653,
25.735597992713796, 68.969413763806287, 281.87298113065856,
85.961767204757848, 77.465590484282075, 34.323289916337302,
276.09927606338215, 72.183373467543845, 67.355774331384467,
54.108821504742693, 8.8099489201151808, 11.768159390709215,
510.77060322854709, 128.44265080713677, 368.01947834290723,
281.37383177570092, 27.805356367424597, 25.735597992713796,
185.62573500282261, 66.491636850260491, 25.735597992713796,
77.465590484282075, 114.30156483558652, 102.95412064570942,
69.71697827486669, 102.95412064570942, 72.916376603600185,
9.6397565330530472, 25.735597992713796, 25.735597992713796,
36.537428998113505, 25.735597992713796, 816.67348160312031,
68.969413763806287, 93.580120986247181, 252.27797957512158,
313.64230829176745, 169.5016773200667, 445.58886700407993,
3195.1749936908191, 53.914507821217654, 221.75486123928545,
136.93882752761257, 796.32738406694386, 586.27616729338945,
283.86186339979952, 25.735597992713796, 1652.6576194888328,
25.794467221112686, 10.876085534882735, 77.465590484282075,
426.42436513771924, 153.93118096856415, 550.88352095650521,
48.436221849955984, 227.46180250112852, 17.27514565131332,
4.2597273553676382, 17.935030270397377, 4.4787446516263127,
88.198986349504878, 366.33559898045883, 77.465590484282075,
77.465590484282075, 476.00975020079471, 119.946474086661,
230.39677145284622, 94.457943925233636, 153.93118096856415,
68.969413763806287, 322.32543949402219, 612.7247238742566,
188.76502975945513, 28.919318411011421, 25.735597992713796,
119.946474086661, 211.58081853729414, 6.2572852278360171,
208.14990643150139, 4.2263463512364225, 44.894835076214861,
111.45029736618521, 25.735597992713796, 94.457943925233636,
119.946474086661, 18.16145872251116, 8.9789780645018027,
110.38899420616909, 155.97331272502512, 14.612612963822679,
77.465590484282075, 644.8361687511366, 20.474311222523465,
4.3921037566178533, 85.961767204757848, 85.961767204757848,
250.85985095991509, 25.735597992713796, 73.349316417740312,
7.8653427021612288, 77.465590484282075, 378.60552205102118,
144.47500199578047, 150.08619311873238, 48.816072013223057,
6.5174282479497716, 179.41971112999147, 27.134975087627694,
22.846463571971469, 68.969413763806287, 149.85078422588396,
89.898214178159606, 434.30501274426513, 25.735597992713796,
17.716020744060419, 68.969413763806287, 298.36618521665253,
227.87644402829184, 25.735597992713796, 119.946474086661,
1739.7306326807309, 21.164119276682367, 85.961767204757848,
257.79341602838883, 260.29033304316664, 111.45029736618521,
357.83942225998294, 787.54384827832166, 25.735597992713796,
221.90059473237042, 204.90824129141885, 295.5213507448787,
812.30768048337382, 77.465590484282075, 3.1986172543616243,
111.45029736618521, 230.39677145284622, 4.1635394645773287,
77.465590484282075, 68.969413763806287, 25.735597992713796,
12.365385952472451, 14.888897223266572, 24.26453562251654,
296.85666367747177, 12.359433569472495, 49.383746626304124,
77.465590484282075, 66.790962418275157, 11.254644485854033,
47.778692773963357, 62.726186925226983, 25.371828240385902,
46.568935821341746, 19.855017299426873, 25.735597992713796,
25.600282835148409, 6.3238739352273292, 25.735597992713796,
3.882758926483604, 23.420222781399985, 80.640873478771695,
162.42735768903995, 68.969413763806287, 45.735677627042747,
153.93118096856415, 77.465590484282075, 21.388939037025178,
672.19796091758701, 12.513387294714381, 9.6858492938885536
), LRC = c(0, 0.98836409028735916, 0, 6.0208520251917079,
0, 4.3819287137577136, 6.7157338951967249, 0.98836409028735916,
0, 0, 10.096281627912186, 0, 0, 0, 7.297356489875896, 0,
0, 0, 0, 6.0208520251917079, 6.0208520251917079, 0, 0, 5.3103358891813492,
0, 6.0208520251917079, 8.2204241531440481, 7.7302083690049459,
7.297356489875896, 6.8936261757752746, 8.9951075958118203,
7.9766683750578435, 8.5356949440316736, 6.3619787916911124,
0, 7.656575963090841, 6.0208520251917079, 0, 9.9739641681680098,
5.602621569093289, 7.8888354264091873, 5.602621569093289,
8.0084302410370896, 7.8888354264091873, 6.0208520251917079,
10.01596031911636, 7.215605009652208, 0, 6.0208520251917079,
8.1762847137912953, 7.4614933030362813, 8.0051839352577829,
8.320717794219707, 8.79300007725824, 6.0208520251917079,
10.163151124645376, 5.602621569093289, 5.602621569093289,
8.8647523930609431, 8.3674462244512391, 6.8936261757752746,
0, 0, 9.1322385165958124, 0, 7.7707303121626454, 0.98836409028735916,
0, 0, 2.9572647016605624, 3.9764596986572665, 0, 0, 0.98836409028735916,
0, 5.7571499505159593, 8.1176332792013195, 0, 0, 0, 8.2982888515446245,
5.602621569093289, 8.2317196403432291, 5.602621569093289,
0, 0, 7.163260199216106, 7.8771110936003952, 0.98836409028735916,
6.3619787916911124, 9.8613412882923335, 0.98836409028735916,
0.98836409028735916, 0.98836409028735916, 8.2652840548300919,
0.98836409028735916, 9.0194953409496872, 7.297356489875896,
0, 4.285452491097268, 0, 0, 5.602621569093289, 5.602621569093289,
5.602621569093289, 6.7541088404744904, 0, 0, 6.9708773132425526,
0, 0.98836409028735916, 0, 0, 0.98836409028735916, 8.931872981084922,
0, 0.98836409028735916, 0, 8.7237552709679616, 8.6295099222499569,
8.4839306879296359, 0, 0, 0, 0, 0, 6.0208520251917079, 0,
0, 0, 7.1078047330350378, 6.0208520251917079, 6.0208520251917079,
7.297356489875896, 6.3619787916911124, 10.280015672332942,
6.0208520251917079, 8.8647523930609431, 5.8122741075116267,
4.5233071164457357, 5.602621569093289, 0, 0, 0.98836409028735916,
7.3030512265750041, 10.727320917577027, 6.8936261757752746,
0.98836409028735916, 7.297356489875896, 0, 0.98836409028735916,
9.3987275216843855, 6.9587762797560604, 0, 8.5101715318556188,
7.2502175472510073, 7.3168377341593143, 7.6970287166977682,
7.7288747590916156, 0, 0.98836409028735916, 7.6205232603801534,
8.4457373439322438, 7.4485792306430749, 0, 6.0208520251917079,
6.0208520251917079, 0, 0.98836409028735916, 0, 0, 0, 5.8783327187118637,
0.98836409028735916, 8.0842934438142606, 7.1362011770059652,
0, 10.412481431195015, 6.0208520251917079, 7.656575963090841,
0.98836409028735916, 9.5238191267781147, 7.297356489875896,
5.602621569093289, 9.1535813282574825, 7.4670755589507509,
5.602621569093289, 6.3619787916911124, 6.0208520251917079,
7.8888354264091873, 0, 2.4033311979010752, 0, 0.98836409028735916,
7.4670755589507509, 0.98836409028735916, 0, 0, 0, 0.98836409028735916,
8.7059126784272927, 8.7918860492920921, 5.7145648073962265,
6.6822482748278453, 0.98836409028735916, 4.289197330907518,
5.5457634149126189, 0, 8.2647288740994966, 8.2577226458652842,
3.3552422446351748, 1.2708349275194371, 0.98836409028735916,
3.3085232128086055, 8.0010312672085373, 0.98836409028735916,
0.98836409028735916, 0.98836409028735916, 3.3775064154895929,
5.602621569093289, 6.6481840446453484, 7.8333885688152076,
7.6617421816259013, 8.6955917030687413, 7.4003732528580608,
0.98836409028735916, 8.438251139932575, 2.6471293289443016,
6.0208520251917079, 4.8183354674980254, 6.3619787916911124,
7.0457399337759812, 3.6665975267545599, 5.907834044169527,
5.602621569093289, 5.602621569093289, 9.2059821721416544,
7.5543615953434502, 7.2545154076426313, 7.2335661614895059,
6.6481840446453484, 5.602621569093289, 8.1986415442378995,
8.9267385369165719, 4.8613346854356347, 3.8510546223274478,
0.98836409028735916, 0.98836409028735916, 0.98836409028735916,
6.3619787916911124, 8.2302353577543759, 7.7638427118515132,
8.2312660867113987, 5.602621569093289, 7.6205232603801534,
7.1078047330350378, 8.9083520130249667, 7.5314036464528451,
9.0178329470712075, 5.602621569093289, 7.8098694514451346,
7.0723299106097111, 9.4805148242260859, 7.400063425269285,
7.2978281114000429, 7.1264443771659272, 7.7907961841671405,
7.4202341594046608, 7.2237802314565194, 8.4010271589678638,
9.5192788611578631, 9.1331325565370172, 7.1538362184315707,
6.8936261757752746, 7.0570465602269641, 6.5062811282334119,
6.8035306850660131, 7.2059025936466021, 7.9846640697124922,
6.8606954844437018, 6.9654617936027234, 6.6194374984559632,
0.98836409028735916, 6.9707079995510721, 8.2207914947890472,
7.1852505899515249, 7.4236669461192255, 7.7163665513298039,
6.0208520251917079, 7.7250940447395244, 6.0208520251917079,
6.7283777659007216, 6.8406816964891659, 0.98836409028735916,
5.602621569093289, 0.98836409028735916, 0.98836409028735916,
8.305577419978297, 6.8936261757752746, 5.602621569093289,
7.400063425269285, 6.8408946651389648, 8.0717805064334591,
6.3619787916911124, 6.0208520251917079, 7.1078047330350378,
6.6481840446453484, 8.3674462244512391, 7.5543615953434502,
6.0208520251917079, 6.8662656140382321, 0.98836409028735916,
7.2545154076426313, 5.602621569093289, 5.602621569093289,
7.2545154076426313, 8.1583079763188771, 7.915912834072957,
8.2204241531440481, 8.6145292526300796, 9.8320150434411424,
7.297356489875896, 8.9530417190630409, 5.0121482880462036,
7.5334936031188375, 0.98836409028735916, 8.3167322120993283,
6.0208520251917079, 7.915912834072957, 9.1331325565370172,
6.7699218305628506, 4.6918728989340392, 6.6348086122305201,
8.6503803348065738, 4.167841931569372, 4.640064282612852,
0.98836409028735916, 7.8888354264091873, 6.3619787916911124,
6.8936261757752746, 8.8907671511623665, 6.0208520251917079,
6.6481840446453484, 8.4312009250794162, 10.164283023023867,
8.3180985518090633, 9.3971536870191041, 10.672729139712846,
0.98836409028735916, 7.7772490203631195, 0.98836409028735916,
3.6493128088454037, 7.8134812679843328, 6.9002257820129529,
0.98836409028735916, 3.0933766411663837, 3.6771965249032399,
7.1078047330350378, 7.4670755589507509, 6.0208520251917079,
7.5954102746392227, 0.98836409028735916, 8.1611274883162839,
8.5511472703483307, 6.8936261757752746, 6.3619787916911124,
11.530551300033963, 9.1331325565370172, 5.602621569093289,
5.602621569093289, 8.8595072807403721, 9.0428517426433235,
10.069957879854464, 10.61005971500062, 8.9231703223559435,
7.8888354264091873, 8.8595072807403721, 7.1078047330350378,
7.297356489875896, 6.6481840446453484, 0.98836409028735916,
6.8635503556610384, 6.7183354870918448, 7.1078047330350378,
6.6321282038546281, 0.98836409028735916, 2.6109022147641423,
5.0597026522470863, 4.2981989439026727, 4.5260202316745533,
1.739272155584799, 0.98836409028735916, 9.7457781187449033,
7.7604087499168877, 9.4693184583361152, 8.2204241531440481,
9.7457781187449033, 6.3619787916911124, 0.98836409028735916,
6.6581483056222632, 7.6845171324464108, 7.7842440902920949,
6.1618792483134133, 2.0708124350921602, 6.3619787916911124,
10.574436492315037, 9.4968223521370838, 5.430435538790837,
7.297356489875896, 0.98836409028735916, 6.3619787916911124,
6.8936261757752746, 4.2647099266344259, 7.1078047330350378,
6.0208520251917079, 0.98836409028735916, 6.8936261757752746,
6.3619787916911124, 8.9925197804937902, 6.062168107062841,
5.602621569093289, 0.98836409028735916, 0.98836409028735916,
3.6880733889121742, 6.3619787916911124, 0.98836409028735916,
5.2075459802151762, 7.2710020735146612, 7.1078047330350378,
9.516115372448251, 7.8888354264091873, 8.837151159377612,
6.3619787916911124, 2.8595516104153491, 8.0074655512579689,
6.5302779065308352, 4.7213380447911879, 0.98836409028735916,
6.0208520251917079, 8.3651638901190033, 7.9766683750578435,
0.98836409028735916, 5.2943346300851095, 6.0208520251917079,
7.7604087499168877, 7.6205232603801534, 5.602621569093289,
2.0942458857449791, 8.9425156132092543, 9.0994125204563723,
3.5177100074447138, 7.0338727175984861, 6.3619787916911124,
7.48761598380836, 9.9893109196520324, 11.041688355757312,
7.1078047330350378, 6.8936261757752746, 0.98836409028735916,
7.5334936031188375, 9.4205910467974139, 8.573633619574677,
9.2478556642593386, 10.281773673673698, 9.1225078469703114,
7.1976997786195813, 8.3651638901190033, 6.3619787916911124,
6.0208520251917079, 8.1176332792013195, 6.0208520251917079,
6.3619787916911124, 8.1627561888383582, 6.6688979006173152,
7.297356489875896, 0.98836409028735916, 0.98836409028735916,
8.1176332792013195, 6.3619787916911124, 0.98836409028735916,
6.3788451094604071, 4.0768794217826994, 0.98836409028735916,
7.0732250033904807, 7.0450000199691099, 0.98836409028735916,
0.98836409028735916, 7.9708706821423005, 6.6925710535540928,
8.9842176741107771, 6.0208520251917079, 8.3167322120993283,
7.1078047330350378, 6.3619787916911124, 4.3488856980509834,
4.1450316951247439, 6.6481840446453484, 10.961829942233789,
8.933402694301229, 0.98836409028735916, 7.8888354264091873,
3.1760142125764341, 8.9842176741107771, 0.98836409028735916,
0.98836409028735916, 7.339880781027043, 2.5377425363679444,
3.3376824342504863, 6.8936261757752746, 6.8936261757752746,
6.3619787916911124, 9.5283222548280655, 9.2059821721416544,
6.8936261757752746, 6.8936261757752746, 7.6205232603801534,
9.7160275022651046, 6.6481840446453484, 4.057533699876803,
6.3619787916911124, 7.297356489875896, 6.0208520251917079,
4.1578753034897584, 3.1806256202378651, 5.7400202321987646,
6.5419200741504682, 8.86539377968864, 7.6158693743059143,
6.3619787916911124, 6.8936261757752746, 5.6341283877719706,
0.98836409028735916, 6.0208520251917079, 8.7148020157353887,
6.6481840446453484, 6.3619787916911124, 4.5558765922685556,
7.7272139367353878, 5.5291455953044197, 5.2850765058766873,
5.1464287982313639, 2.6702610318753512, 3.0694153868998502,
10.156939248835698, 7.6205232603801534, 9.0550951686334304,
9.1535813282574825, 4.2458510957578248, 0.98836409028735916,
6.902133519527891, 5.5452463884025756, 0.98836409028735916,
6.3619787916911124, 6.2244755038903472, 7.1078047330350378,
5.4825558513825712, 7.1078047330350378, 5.6732303449553187,
2.7826232568433764, 0.98836409028735916, 0.98836409028735916,
4.6672262861355032, 0.98836409028735916, 9.7257662773251674,
6.0208520251917079, 5.7493977658750097, 7.825181677423708,
7.8289906049853109, 7.7302083690049459, 9.1926214772201451,
11.757506576959464, 5.1433257247007527, 7.2669042060895759,
7.7604087499168877, 9.7348200561514648, 9.5765848712531429,
8.0152325627116063, 0.98836409028735916, 10.955958598527165,
4.1216534258691855, 2.9497140497123389, 6.3619787916911124,
8.3359371837695253, 8.0074655512579689, 9.4126988111849226,
4.9453364084746116, 7.2742711656009567, 3.7771912052470746,
1.7222505900205267, 3.6730595030033211, 1.839011898480537,
5.8683550507963638, 9.608762051735809, 6.3619787916911124,
6.3619787916911124, 8.6334848597245379, 7.4670755589507509,
8.79300007725824, 6.8936261757752746, 8.0074655512579689,
6.0208520251917079, 7.8855393494825181, 10.448162857539643,
7.5349479912016326, 4.3632215954930178, 0.98836409028735916,
7.4670755589507509, 7.1534617927396296, 2.2666823899537647,
7.2964693972422294, 1.7169150231701162, 5.0100961686537788,
7.297356489875896, 0.98836409028735916, 6.8936261757752746,
7.4670755589507509, 3.8860389857383311, 2.6801388185147781,
6.2288846260881616, 7.0675416562544875, 3.4319841932943609,
6.3619787916911124, 10.281773673673698, 3.794227354741786,
1.7694289180170253, 6.6481840446453484, 6.6481840446453484,
8.3651638901190033, 0.98836409028735916, 5.5205579431619194,
2.6498836973924349, 6.3619787916911124, 8.4781796805027572,
6.805292678369641, 6.6699838735959043, 5.1101282352261332,
2.284826777770768, 8.3167322120993283, 4.0398529941595704,
4.083110876199374, 6.0208520251917079, 6.5280855142278593,
5.8443688599844954, 9.8924401329336469, 0.98836409028735916,
3.732116020231937, 6.0208520251917079, 9.2565851609922056,
7.2795146624790545, 0.98836409028735916, 7.4670755589507509,
10.530981797375565, 3.9863905075195718, 6.6481840446453484,
8.5511472703483307, 8.2385254549373741, 7.297356489875896,
9.5690943593931159, 10.43180852483356, 0.98836409028735916,
8.7233895762301366, 8.573633619574677, 7.9572553237985248,
9.3659247665353487, 6.3619787916911124, 1.3413204908650582,
7.297356489875896, 8.79300007725824, 1.6769134216842778,
6.3619787916911124, 6.0208520251917079, 0.98836409028735916,
3.3334194183006276, 3.3687555944602519, 4.1541460894402711,
7.7378773373963661, 3.2212770450915222, 4.8709811456175931,
6.3619787916911124, 5.4598221315035786, 3.0355996914675569,
4.9620417666667374, 5.2040059058386259, 3.9854991676790199,
5.0555632476351482, 3.8799045327575885, 0.98836409028735916,
3.9954680892427947, 2.1887065582914813, 0.98836409028735916,
1.5762117662296413, 4.1012755881108207, 5.7255453594305568,
8.1176332792013195, 6.0208520251917079, 4.9662140211790948,
8.0074655512579689, 6.3619787916911124, 3.7660717329164513,
10.594452767472202, 3.1276370641440576, 2.8161024007740902
), LRC.positive = c(-1.9175542964879597, 1.3249081643100369,
-1.9175542964879597, 6.1753469435937509, -1.9175542964879597,
4.4080370749805997, 6.7761543277855303, 1.3249081643100369,
-1.9175542964879597, -1.9175542964879597, 10.150013096260897,
-1.9175542964879597, -1.9175542964879597, -1.9175542964879597,
7.4177235841755396, -1.9175542964879597, -1.9175542964879597,
-1.9175542964879597, -1.9175542964879597, 6.1753469435937509,
6.1753469435937509, -1.9175542964879597, -1.9175542964879597,
5.3416020484839253, -1.9175542964879597, 6.1753469435937509,
8.323646737384534, 7.8196577431483707, 7.4177235841755396,
7.0234753193211334, 9.0467946125836907, 8.0706371530006784,
8.6221934937195499, 6.5061804779596342, -1.9175542964879597,
7.7556961867637417, 6.1753469435937509, -1.9175542964879597,
10.024172801807063, 5.7708268701122476, 7.9975119382401267,
5.7708268701122476, 8.0797977096968072, 7.9975119382401267,
6.1753469435937509, 10.100897837390541, 7.2978545191105324,
-1.9175542964879597, 6.1753469435937509, 8.2174923830828313,
7.5440151120181733, 8.0734959382064417, 8.4098695761988242,
8.8885092321283228, 6.1753469435937509, 10.204108316707428,
5.7708268701122476, 5.7708268701122476, 8.9251428163965851,
8.4483112172810486, 7.0234753193211334, -1.9175542964879597,
-1.9175542964879597, 9.144484456381349, -1.9175542964879597,
7.8679369570503113, 1.3249081643100369, -1.9175542964879597,
-1.9175542964879597, 2.9741368989265866, 3.985986112378316,
-1.9175542964879597, -1.9175542964879597, 1.3249081643100369,
-1.9175542964879597, 5.7773110672542609, 8.2224653693445529,
-1.9175542964879597, -1.9175542964879597, -1.9175542964879597,
8.3099105823317405, 5.7708268701122476, 8.2755377620857349,
5.7708268701122476, -1.9175542964879597, -1.9175542964879597,
7.2397631513688925, 7.9726111178617014, 1.3249081643100369,
6.5061804779596342, 9.9041583945969816, 1.3249081643100369,
1.3249081643100369, 1.3249081643100369, 8.3373835566260617,
1.3249081643100369, 9.0401563155221503, 7.4177235841755396,
-1.9175542964879597, 4.2976920752481211, -1.9175542964879597,
-1.9175542964879597, 5.7708268701122476, 5.7708268701122476,
5.7708268701122476, 6.8122024039311446, -1.9175542964879597,
-1.9175542964879597, 7.0376336388939569, -1.9175542964879597,
1.3249081643100369, -1.9175542964879597, -1.9175542964879597,
1.3249081643100369, 8.9594704832627503, -1.9175542964879597,
1.3249081643100369, -1.9175542964879597, 8.8081440669902662,
8.6871959251760913, 8.5337591083653823, -1.9175542964879597,
-1.9175542964879597, -1.9175542964879597, -1.9175542964879597,
-1.9175542964879597, 6.1753469435937509, -1.9175542964879597,
-1.9175542964879597, -1.9175542964879597, 7.2324702919656225,
6.1753469435937509, 6.1753469435937509, 7.4177235841755396,
6.5061804779596342, 10.346649052299547, 6.1753469435937509,
8.9251428163965851, 5.8374357896515283, 4.5500118848355529,
5.7708268701122476, -1.9175542964879597, -1.9175542964879597,
1.3249081643100369, 7.3615157989440396, 10.808766032718912,
7.0234753193211334, 1.3249081643100369, 7.4177235841755396,
-1.9175542964879597, 1.3249081643100369, 9.4881305136998062,
6.9800017975256567, -1.9175542964879597, 8.5462253817980098,
7.3025437157248083, 7.4066718935270872, 7.7358813199763778,
7.759111164983846, -1.9175542964879597, 1.3249081643100369,
7.734183656299237, 8.482132875056374, 7.4782225335133026,
-1.9175542964879597, 6.1753469435937509, 6.1753469435937509,
-1.9175542964879597, 1.3249081643100369, -1.9175542964879597,
-1.9175542964879597, -1.9175542964879597, 5.910002740463975,
1.3249081643100369, 8.1584388582877949, 7.2080820211198962,
-1.9175542964879597, 10.470451766993898, 6.1753469435937509,
7.7556961867637417, 1.3249081643100369, 9.5895324809677174,
7.4177235841755396, 5.7708268701122476, 9.2452260625575438,
7.5838233616810378, 5.7708268701122476, 6.5061804779596342,
6.1753469435937509, 7.9975119382401267, -1.9175542964879597,
2.4146373447019869, -1.9175542964879597, 1.3249081643100369,
7.5838233616810378, 1.3249081643100369, -1.9175542964879597,
-1.9175542964879597, -1.9175542964879597, 1.3249081643100369,
8.7736955172088766, 8.8504407605522069, 5.7398576481363763,
6.7062035780819134, 1.3249081643100369, 4.3056147040180752,
5.5742288919891116, -1.9175542964879597, 8.277026545309857,
8.2960136466337122, 3.3685553999729065, 1.2804637104243801,
1.3249081643100369, 3.3284012735410209, 8.086544084876067,
1.3249081643100369, 1.3249081643100369, 1.3249081643100369,
3.3914459327899724, 5.7708268701122476, 6.7843982265157035,
7.8632076049830495, 7.7374483352918224, 8.7527722244115704,
7.4343086412316133, 1.3249081643100369, 8.5050779538670618,
2.6586107053563408, 6.1753469435937509, 4.8393137076112724,
6.5061804779596342, 7.1167925557159766, 3.6817461446616035,
5.9301296896289895, 5.7708268701122476, 5.7708268701122476,
9.2971228077488526, 7.635497132304546, 7.361070687398751,
7.306396865644099, 6.7843982265157035, 5.7708268701122476,
8.2580632345889047, 8.9804670735974828, 4.8890273239779596,
3.8681653150508462, 1.3249081643100369, 1.3249081643100369,
1.3249081643100369, 6.5061804779596342, 8.2641183899063879,
7.7783188325036772, 8.313770535328425, 5.7708268701122476,
7.734183656299237, 7.2324702919656225, 8.983655827488457,
7.6177556942079496, 9.087059469263945, 5.7708268701122476,
7.8836446122580632, 7.111365489486011, 9.521256934055593,
7.5038005599927642, 7.3541433334480919, 7.1858427988732876,
7.8309130623931003, 7.4930379271862222, 7.2610611946135348,
8.4526543294841208, 9.5781504422334773, 9.2135576741096212,
7.1967154043172288, 7.0234753193211334, 7.074527923175161,
6.5332891821539825, 6.8659205678174908, 7.2579265715159496,
7.9954224923248294, 6.9367304412384962, 7.0339327258439397,
6.6792828187942268, 1.3249081643100369, 6.9944692236535797,
8.2868067476510028, 7.2644546215917076, 7.4720907736225453,
7.7715697172230742, 6.1753469435937509, 7.8038089647278275,
6.1753469435937509, 6.7851442419494603, 6.8578799303989317,
1.3249081643100369, 5.7708268701122476, 1.3249081643100369,
1.3249081643100369, 8.3815868351779521, 7.0234753193211334,
5.7708268701122476, 7.5038005599927642, 6.8801007117547739,
8.0816926658513548, 6.5061804779596342, 6.1753469435937509,
7.2324702919656225, 6.7843982265157035, 8.4483112172810486,
7.635497132304546, 6.1753469435937509, 6.9399941176961395,
1.3249081643100369, 7.361070687398751, 5.7708268701122476,
5.7708268701122476, 7.361070687398751, 8.2417330425297965,
8.0026156253319733, 8.323646737384534, 8.6797420884194771,
9.8827747528275864, 7.4177235841755396, 9.0279493157228021,
5.0218572018008318, 7.6347739246382211, 1.3249081643100369,
8.4185111895854021, 6.1753469435937509, 8.0026156253319733,
9.2135576741096212, 6.8165256663798113, 4.7085018431182073,
6.6879173329912902, 8.7476208559524586, 4.1907157734761391,
4.6484994614356774, 1.3249081643100369, 7.9975119382401267,
6.5061804779596342, 7.0234753193211334, 8.9734387624675414,
6.1753469435937509, 6.7843982265157035, 8.5113329289983835,
10.197261691700804, 8.3831486086969882, 9.4367763626664249,
10.710863928286226, 1.3249081643100369, 7.8358034669490575,
1.3249081643100369, 3.663678636380244, 7.8339432909225568,
6.9592429565322984, 1.3249081643100369, 3.1072727603871471,
3.697489377470875, 7.2324702919656225, 7.5838233616810378,
6.1753469435937509, 7.6146949825439316, 1.3249081643100369,
8.2251630500528012, 8.6299583252417218, 7.0234753193211334,
6.5061804779596342, 11.570773593291671, 9.2135576741096212,
5.7708268701122476, 5.7708268701122476, 8.954249611079705,
9.1356082861198562, 10.137520781436127, 10.667402211211032,
9.0172021093037635, 7.9975119382401267, 8.954249611079705,
7.2324702919656225, 7.4177235841755396, 6.7843982265157035,
1.3249081643100369, 6.8875279394331725, 6.7887490912537167,
7.2324702919656225, 6.6825268693725839, 1.3249081643100369,
2.625516215895241, 5.0708601220192016, 4.31392753139958,
4.5413918283203101, 1.7472027390315477, 1.3249081643100369,
9.8216693628278424, 7.8714056628068239, 9.5353652726789395,
8.323646737384534, 9.8216693628278424, 6.5061804779596342,
1.3249081643100369, 6.6902412940909644, 7.7168104448684849,
7.8157492259336907, 6.1955151241106581, 2.0841370965772104,
6.5061804779596342, 10.656510079692948, 9.5626996171999554,
5.4629554351092473, 7.4177235841755396, 1.3249081643100369,
6.5061804779596342, 7.0234753193211334, 4.2874073624902582,
7.2324702919656225, 6.1753469435937509, 1.3249081643100369,
7.0234753193211334, 6.5061804779596342, 9.0742139218645796,
6.093709828473151, 5.7708268701122476, 1.3249081643100369,
1.3249081643100369, 3.7051900600444569, 6.5061804779596342,
1.3249081643100369, 5.2156515509855934, 7.3370670246487091,
7.2324702919656225, 9.5534163428355239, 7.9975119382401267,
8.9203584983780466, 6.5061804779596342, 2.8755530926118178,
8.114103067619503, 6.5576449064782452, 4.7476814238708887,
1.3249081643100369, 6.1753469435937509, 8.4405124650977328,
8.0706371530006784, 1.3249081643100369, 5.3191218724124685,
6.1753469435937509, 7.8714056628068239, 7.734183656299237,
5.7708268701122476, 2.1038763154761511, 9.0246837653828003,
9.1520718740288558, 3.5369738924300855, 7.0735131112970535,
6.5061804779596342, 7.5300885025247739, 10.063791477019382,
11.101352635066068, 7.2324702919656225, 7.0234753193211334,
1.3249081643100369, 7.6347739246382211, 9.4394775610847343,
8.671856324109994, 9.308320375945458, 10.354806440969835,
9.175031496704328, 7.2895886361492144, 8.4405124650977328,
6.5061804779596342, 6.1753469435937509, 8.2224653693445529,
6.1753469435937509, 6.5061804779596342, 8.2035299279883382,
6.6924230705670009, 7.4177235841755396, 1.3249081643100369,
1.3249081643100369, 8.2224653693445529, 6.5061804779596342,
1.3249081643100369, 6.4172037001867119, 4.1002965252584955,
1.3249081643100369, 7.1029772987134754, 7.1123589466891,
1.3249081643100369, 1.3249081643100369, 8.0093312952086659,
6.7250088769276211, 9.0775892468360642, 6.1753469435937509,
8.4185111895854021, 7.2324702919656225, 6.5061804779596342,
4.3721974288276764, 4.1654080402581091, 6.7843982265157035,
11.005072123642423, 8.9758484361322051, 1.3249081643100369,
7.9975119382401267, 3.1921910595810563, 9.0775892468360642,
1.3249081643100369, 1.3249081643100369, 7.4050638108236084,
2.550609029250237, 3.3587453715147326, 7.0234753193211334,
7.0234753193211334, 6.5061804779596342, 9.6166550616459592,
9.2971228077488526, 7.0234753193211334, 7.0234753193211334,
7.734183656299237, 9.7921050493457855, 6.7843982265157035,
4.0807032969216772, 6.5061804779596342, 7.4177235841755396,
6.1753469435937509, 4.1755493037068971, 3.1943709389835244,
5.7666687985793033, 6.5657790228735697, 8.8983676414782558,
7.6591602965636483, 6.5061804779596342, 7.0234753193211334,
5.6512449479071236, 1.3249081643100369, 6.1753469435937509,
8.791929190600916, 6.7843982265157035, 6.5061804779596342,
4.574283388598424, 7.7717338874866044, 5.5530613345909305,
5.3155633191686409, 5.1680924525160838, 2.6853545431046615,
3.0852018602351641, 10.241060988816294, 7.734183656299237,
9.1240292503229004, 9.2452260625575438, 4.264302402178803,
1.3249081643100369, 6.9408066846366667, 5.5631478705158166,
1.3249081643100369, 6.5061804779596342, 6.2490505782681618,
7.2324702919656225, 5.5061856037427557, 7.2324702919656225,
5.6915124628996594, 2.7983296144888734, 1.3249081643100369,
1.3249081643100369, 4.684903561940672, 1.3249081643100369,
9.7672184541871125, 6.1753469435937509, 5.783353512237376,
7.8832458226979245, 7.8566648916080979, 7.8196577431483707,
9.2534404260381944, 11.793425356746873, 5.1648955172177491,
7.3104031051350482, 7.8714056628068239, 9.7780815331930242,
9.6325808859495279, 8.0700778520032461, 1.3249081643100369,
10.999211658539213, 4.1406278492653836, 2.9656865185037171,
6.5061804779596342, 8.3589947044897634, 8.114103067619503,
9.4673261814132985, 4.9684613240396436, 7.3099675944376115,
3.7878363471909973, 1.7339200546614379, 3.6891254692365902,
1.8492282581535384, 5.8906913388576845, 9.6964681544210247,
6.5061804779596342, 6.5061804779596342, 8.6697060999319326,
7.5838233616810378, 8.8885092321283228, 7.0234753193211334,
8.114103067619503, 6.1753469435937509, 7.9090526494497677,
10.530802111093621, 7.6090711632987649, 4.3794954859940622,
1.3249081643100369, 7.5838233616810378, 7.1844298067624175,
2.278717677995028, 7.3517960373834388, 1.7283863417138738,
5.0262617151459166, 7.4177235841755396, 1.3249081643100369,
7.0234753193211334, 7.5838233616810378, 3.8954708281997452,
2.6958326210138694, 6.2503522285359496, 7.1455138086912102,
3.446102538275829, 6.5061804779596342, 10.354806440969835,
3.8128332081947685, 1.781000363173719, 6.7843982265157035,
6.7843982265157035, 8.4405124650977328, 1.3249081643100369,
5.5460143244877473, 2.6601817181646399, 6.5061804779596342,
8.5269564911212914, 6.8186306438906898, 6.693414298753348,
5.1271686480470722, 2.298216671668337, 8.4185111895854021,
4.0647048083007835, 4.0971468356351837, 6.1753469435937509,
6.5837660673124843, 5.8693150866522519, 9.9781500473063041,
1.3249081643100369, 3.7455215694176553, 6.1753469435937509,
9.3472520861623973, 7.3161166726248945, 1.3249081643100369,
7.5838233616810378, 10.553522868913445, 3.9999273889612108,
6.7843982265157035, 8.6299583252417218, 8.3073517964926786,
7.4177235841755396, 9.6571060018220596, 10.497839867213498,
1.3249081643100369, 8.8197287607597978, 8.671856324109994,
8.0062111133301261, 9.3802977923307935, 6.5061804779596342,
1.3519175523138107, 7.4177235841755396, 8.8885092321283228,
1.6889897025334164, 6.5061804779596342, 6.1753469435937509,
1.3249081643100369, 3.3427434470654038, 3.386001418359081,
4.1687598393420817, 7.7650380720250816, 3.2343108331565809,
4.8984957981275796, 6.5061804779596342, 5.4815909423531668,
3.0503306334124924, 4.9836531029316555, 5.2330439438180933,
4.0086377410166536, 5.0720417456107825, 3.8939168622891502,
1.3249081643100369, 4.0187292649310615, 2.2038607262238123,
1.3249081643100369, 1.5882835920230316, 4.1159365123402578,
5.7481814741152322, 8.2224653693445529, 6.1753469435937509,
4.9850950830423306, 8.114103067619503, 6.5061804779596342,
3.7880325351226283, 10.67644065074977, 3.1444884722373452,
2.8309037305795317)), row.names = c(5L, 6L, 26L, 52L, 109L,
160L, 163L, 188L, 205L, 207L, 211L, 213L, 244L, 261L, 289L, 330L,
333L, 345L, 385L, 421L, 422L, 479L, 519L, 533L, 540L, 547L, 555L,
557L, 561L, 568L, 569L, 573L, 574L, 576L, 577L, 581L, 583L, 588L,
596L, 597L, 599L, 600L, 604L, 608L, 609L, 618L, 624L, 625L, 626L,
627L, 631L, 632L, 634L, 635L, 640L, 645L, 648L, 650L, 652L, 654L,
657L, 660L, 661L, 663L, 664L, 675L, 709L, 792L, 797L, 801L, 817L,
821L, 853L, 856L, 955L, 966L, 1086L, 1127L, 1129L, 1148L, 1155L,
1162L, 1164L, 1167L, 1172L, 1176L, 1178L, 1180L, 1181L, 1186L,
1189L, 1194L, 1196L, 1198L, 1203L, 1204L, 1207L, 1247L, 1268L,
1357L, 1376L, 1416L, 1462L, 1545L, 1566L, 1660L, 1690L, 1697L,
1712L, 1740L, 1741L, 1753L, 1757L, 1796L, 1817L, 1832L, 1872L,
1883L, 1894L, 1895L, 1903L, 1942L, 2027L, 2036L, 2055L, 2069L,
2079L, 2086L, 2095L, 2102L, 2106L, 2107L, 2108L, 2109L, 2110L,
2113L, 2114L, 2141L, 2157L, 2175L, 2202L, 2207L, 2210L, 2251L,
2256L, 2274L, 2275L, 2315L, 2321L, 2322L, 2331L, 2332L, 2370L,
2373L, 2377L, 2378L, 2380L, 2384L, 2387L, 2442L, 2455L, 2477L,
2479L, 2485L, 2493L, 2499L, 2504L, 2529L, 2626L, 2630L, 2631L,
2643L, 2677L, 2711L, 2720L, 2726L, 2734L, 2736L, 2737L, 2739L,
2743L, 2745L, 2746L, 2748L, 2749L, 2753L, 2754L, 2811L, 2838L,
2872L, 2902L, 2912L, 2956L, 2975L, 2983L, 2984L, 2986L, 2988L,
2991L, 3036L, 3068L, 3070L, 3099L, 3104L, 3121L, 3188L, 3194L,
3195L, 3233L, 3284L, 3348L, 3451L, 3459L, 3607L, 3665L, 3693L,
3708L, 3709L, 3721L, 3761L, 3843L, 3861L, 3864L, 3866L, 3868L,
3981L, 3985L, 4026L, 4135L, 4139L, 4155L, 4178L, 4279L, 4282L,
4329L, 4508L, 4573L, 4707L, 4734L, 4754L, 4755L, 4758L, 4759L,
4760L, 4810L, 4825L, 4829L, 4830L, 5058L, 5148L, 5150L, 5170L,
5175L, 5178L, 5190L, 5200L, 5213L, 5220L, 5223L, 5231L, 5240L,
5241L, 5242L, 5246L, 5251L, 5259L, 5262L, 5270L, 5275L, 5279L,
5303L, 5308L, 5311L, 5387L, 5410L, 5461L, 5462L, 5464L, 5466L,
5475L, 5479L, 5480L, 5482L, 5485L, 5491L, 5495L, 5496L, 5498L,
5500L, 5512L, 5572L, 5590L, 5593L, 5618L, 5653L, 5797L, 5801L,
5806L, 5815L, 5819L, 5822L, 5917L, 5935L, 5936L, 5938L, 5945L,
5949L, 5954L, 5956L, 5958L, 5959L, 5967L, 5973L, 5975L, 5978L,
5988L, 5993L, 6039L, 6040L, 6041L, 6103L, 6104L, 6110L, 6138L,
6147L, 6149L, 6170L, 6172L, 6173L, 6174L, 6183L, 6190L, 6242L,
6243L, 6418L, 6425L, 6427L, 6431L, 6432L, 6433L, 6435L, 6436L,
6448L, 6457L, 6462L, 6464L, 6466L, 6467L, 6473L, 6475L, 6479L,
6507L, 6513L, 6516L, 6624L, 6663L, 6719L, 6977L, 7033L, 7041L,
7112L, 7127L, 7173L, 7181L, 7182L, 7183L, 7185L, 7190L, 7191L,
7199L, 7200L, 7202L, 7204L, 7207L, 7212L, 7214L, 7225L, 7226L,
7230L, 7237L, 7399L, 7408L, 7418L, 7420L, 7421L, 7424L, 7466L,
7488L, 7507L, 7512L, 7574L, 7575L, 7609L, 7613L, 7614L, 7615L,
7616L, 7620L, 7648L, 7649L, 7652L, 7653L, 7659L, 7766L, 7868L,
7869L, 7870L, 7898L, 7963L, 8050L, 8061L, 8064L, 8092L, 8127L,
8259L, 8263L, 8269L, 8271L, 8342L, 8343L, 8357L, 8359L, 8420L,
8436L, 8516L, 8518L, 8613L, 8627L, 8649L, 8669L, 8674L, 8675L,
8676L, 8693L, 8761L, 8766L, 8768L, 8770L, 8785L, 8786L, 8793L,
8799L, 8808L, 8845L, 8879L, 8923L, 8937L, 9006L, 9013L, 9096L,
9188L, 9203L, 9297L, 9310L, 9436L, 9440L, 9442L, 9443L, 9449L,
9450L, 9451L, 9453L, 9458L, 9464L, 9469L, 9473L, 9474L, 9475L,
9477L, 9478L, 9479L, 9483L, 9578L, 9591L, 9592L, 9637L, 9638L,
9725L, 9726L, 9901L, 9935L, 10108L, 10178L, 10201L, 10255L, 10267L,
10272L, 10284L, 10525L, 10532L, 10533L, 10535L, 10536L, 10544L,
10614L, 10618L, 10627L, 10645L, 10650L, 10652L, 10657L, 10668L,
10678L, 10723L, 10762L, 10808L, 10820L, 10861L, 10878L, 10879L,
10880L, 10882L, 10883L, 10884L, 10886L, 10888L, 10889L, 10909L,
10917L, 11053L, 11086L, 11101L, 11119L, 11149L, 11155L, 11169L,
11181L, 11212L, 11216L, 11218L, 11242L, 11259L, 11435L, 11437L,
11455L, 11457L, 11471L, 11526L, 11571L, 11572L, 11581L, 11642L,
11677L, 11697L, 11703L, 11710L, 11711L, 11775L, 11887L, 11909L,
12046L, 12047L, 12093L, 12184L, 12252L, 12371L, 12445L, 12502L,
12543L, 12595L, 12599L, 12600L, 12604L, 12610L, 12612L, 12686L,
12747L, 13068L, 13078L, 13111L, 13204L, 13351L, 13368L, 13370L,
13373L, 13375L, 13378L, 13431L, 13556L, 13571L, 13647L, 13687L,
13755L, 13778L, 13780L, 13837L, 13882L, 13883L, 13918L, 13932L,
13994L, 14051L, 14183L, 14252L, 14279L, 14306L, 14307L, 14323L,
14332L, 14338L, 14393L, 14411L, 14416L, 14445L, 14475L, 14563L,
14645L, 14735L, 14747L, 14794L, 14900L, 14981L, 15122L, 15173L,
15210L, 15291L, 15452L, 15500L, 15613L, 15621L, 15652L, 15711L,
15752L, 15857L, 15900L, 15978L, 15982L, 16064L, 16085L, 16106L,
16115L, 16118L, 16158L, 16194L, 16195L, 16272L, 16313L, 16314L,
16387L, 16487L, 16491L, 16498L, 16609L, 16670L, 16764L, 16797L,
16810L, 16811L, 16845L, 16940L, 16943L, 16949L, 17027L, 17093L,
17132L, 17133L, 17134L, 17174L, 17344L, 17348L, 17357L, 17358L,
17364L, 17607L, 17800L, 17895L, 17958L, 17959L, 18054L, 18057L,
18117L, 18137L, 18172L, 18318L, 18423L, 18540L, 18714L, 18751L,
18777L, 18790L, 18837L, 18985L, 18988L, 19015L, 19068L, 19156L,
19212L, 19390L, 19472L, 19497L, 19543L, 19546L, 19548L, 19605L,
19613L, 19662L, 19827L, 19965L, 19976L, 19998L, 20039L, 20084L
), class = "data.frame", n1 = 1177, n2 = 341805, m = 20109L)
######################################################################
##
n1 <- attr(MRSAKeywords, "n1") # sample sizes
n2 <- attr(MRSAKeywords, "n2")
m <- attr(MRSAKeywords, "m") # family size (to correct for multiple testing)
compare.keyness <- function (measure, gold, name="", alpha=NULL, lambda=1) {
keyness.values <- keyness(MRSAKeywords$f1, n1, MRSAKeywords$f2, n2,
measure=measure, p.adjust=m, alpha=alpha, lambda=lambda)
reference.implementation <- MRSAKeywords[[gold]]
res <- all.equal(keyness.values, reference.implementation)
if (!isTRUE(res)) {
stop("keyness() doesn't match reference implementation for ", name, "\n", res)
}
cat(sprintf(" - keyness scores correct for %s\n", name))
}
compare.keyness("G2", "G2", name="log-likelihood (G2)")
compare.keyness("LogRatio", "LogRatio", name="LogRatio")
compare.keyness("LogRatio", "LogRatio.G2", name="LogRatio with G2 significance filter", alpha=.05)
compare.keyness("LRC", "LRC", name="LRC (conservative LogRatio)")
compare.keyness("PositiveLRC", "LRC.positive", name="Positive LRC")
compare.keyness("SimpleMaths", "SM", name="Simple Maths", lambda=100)
Try the corpora package in your browser
Any scripts or data that you put into this service are public.
corpora documentation built on Aug. 21, 2023, 1:07 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
##
## compare keyness() results against data from reference implementation (Evert 2022)
##
library(corpora)
## reference data (test code follows at bottom of script)
######################################################################
MRSAKeywords <-
structure(list(lemma = c("10-mal", "100-fach", "500-fach", "ABs",
"Abhusten", "Abstrich", "Abszess", "Abwehrtrick", "Achso", "Achterhoek",
"Acinetobacter", "Acinetobacter-Stamm", "Agrar-Lobby", "Ahlheit",
"Aktivierungslink", "Allergiehäufigkeit", "Allerweltskeim",
"Allgemeinstation", "Ambroxol", "Andere", "Anderen", "Ankündigungsfrist",
"Ansatzweise", "Ansteckung", "Ansteckungszahl", "Antbiotika",
"Antibiogramm", "Antibios", "Antibiotika", "Antibiotika-Einnahme",
"Antibiotika-Einsatz", "Antibiotika-Forschung", "Antibiotika-Gabe",
"Antibiotika-Gruppe", "Antibiotika-Hersteller", "Antibiotika-Klasse",
"Antibiotika-Kris", "Antibiotika-Monitoring", "Antibiotika-Resistenz",
"Antibiotika-Resistenz-Strategie", "Antibiotika-Resistenzstrategie",
"Antibiotika-Rezept", "Antibiotika-Therapie", "Antibiotika-Verordnung",
"Antibiotika-Verschreibung", "Antibiotika-resistent", "Antibiotikabehandlung",
"Antibiotikadose", "Antibiotikaeinnahme", "Antibiotikaeinsatz",
"Antibiotikaforschung", "Antibiotikagabe", "Antibiotikagruppe",
"Antibiotikaklasse", "Antibiotikamissbrauch", "Antibiotikaresistenz",
"Antibiotikas", "Antibiotikastrategie", "Antibiotikatherapie",
"Antibiotikaverbrauch", "Antibiotikaverordnung", "Antibiotikaverwendung",
"Antibiotikawirkstoff", "Antibiotikum", "Antibiotikum-Resistenz",
"Antiobiotika", "Apfalter", "Artengrenze", "Artgerechte", "Artikel",
"Arzt", "Arzteinkommen", "Atemsystem", "Atemwegsentzündung",
"Augusta-Klinik", "Ausbreitung", "Avatarbild", "Baby-Drama",
"Babystation", "Bagatellerkrankung", "Bakterie", "Bakterien-Stamm",
"Bakterienart", "Bakterienfamilie", "Bakteriengen", "Bakterienherd",
"Bakterieninfektion", "Bakterienkiller", "Bakterienkolonie",
"Bakterienresistenz", "Bakterienstamm", "Bakterienvariante",
"Bakterienwachstum", "Bakterienzahl", "Bakteriophage", "Bakteriophagen",
"Bakterium", "Basishygiene", "Bauern-Lobby", "Behandlung", "Behandlungsregime",
"Bekämpfungsmethode", "Berghäuser", "Bestimmtenantibiotikum",
"Beta-Laktamase", "BfR", "Billigpersonal", "Bindungsprotein",
"Biofilm", "Biotier", "Biotierhaltung", "Bittersalz", "Blaha",
"Blutdruckmesse", "Blutvergiftung", "Bodenbakterium", "Bowinkelmann",
"Brandverletzte", "Breitband-Antibiotikum", "Breitbandantibiotikum",
"Bremen-Mitte", "Brustmuskulatur", "Böggemann", "Bülach", "C-reaktiv",
"CDU-Gesundheitsexperte", "CORRECT", "CVUA", "Campylobacter-Bakterie",
"Cannabis-Medikament", "Carbapenem", "Carbapenem-Antibiotikum",
"Carbapenem-Resistenz", "Carbapenem-resistent", "Carbapenemase",
"Carbapeneme", "Carbapenemen", "Cephalosporine", "Charité",
"Chefarzt", "Chinolone", "Chlamydia", "Chloramphenicol", "Clindamycin",
"Clostridium", "Colistin", "Colistin-Resistenz", "Curti", "DART",
"DDD", "DGHM", "DGKH", "Darm", "Darm-Keim", "Darmbakterie", "Darmbakterium",
"Darmbewohner", "Darmflora", "Darmkeim", "Dekolonisierungsmaßnahme",
"Demzufolge", "Deshalb", "Desinfektion", "Desinfektionsmittel",
"Desinfektor", "Desweiteren", "Dettenkofer", "Diakonie-Krankenhaus",
"Dosiergerät", "Dox", "Doxy", "Drei-Bett-Zimmer", "Durchfall",
"E-Coli-Bakterie", "ECDC", "EHEC", "ENDO-Klinik", "ESBL", "ESBL-Bakterie",
"ESBL-Bildner", "ESBL-Gene", "ESBL-Keim", "ESBL-Klebsiellen",
"ESBL-Resistenzgen", "ESBL-bildend", "ESBL-produzierend", "ESBLbilden",
"Egal", "Eigentlich", "Eingangsscreening", "Einmalkittel", "Einsatz",
"Einzelgabe", "Eisenspeicher", "Eitererreger", "Eiterherd", "Eiterung",
"Eiweißproduktion", "Ekblom", "Endokarditis", "Enterobakterien",
"Enterokokken", "Entzündung", "Enzym", "Erbgutabschnitt", "Erkrankung",
"Erkältung", "Erkältungshusten", "Erreger", "Escherichia",
"Experte", "Fall", "Falschdiagnose", "Fleisch", "Fluorchinolone",
"Folgeoperation", "Forenteilnehmer", "Forist", "Forscher", "Fosfomycin",
"Frieden", "Frühchen", "Frühchen-Station", "Frühchenstation",
"Frühgeborene", "Gasbrand", "Gastmeier", "Gefahr", "Gemäss",
"Gen", "Generika", "Gentransfer", "Gesundheit", "Gesundheitsamt",
"Gesundheitsstaatsrat", "Grossteil", "Grünen", "Handhygiene",
"Hans-Iko", "Harnweg", "Harnweginfektion", "Harnwegsentzündung",
"Harnwegsinfekt", "Harnwegsinfektion", "Hausarzt", "Haut", "Hautbakterie",
"Hautbarriere", "Hochleistungszucht", "Humanbereich", "Humanmedizin",
"Hygiene", "Hygiene-Experte", "Hygiene-Fachkraft", "Hygiene-Maßnahme",
"Hygiene-Standard", "Hygienebeauftragte", "Hygieneexperte", "Hygienefachkraft",
"Hygienefrage", "Hygienemanagement", "Hygienemangel", "Hygienemaßnahme",
"Hygienepersonal", "Hygieneregel", "Hygieneskandal", "Hygienestandard",
"Hygieneverordnung", "Hygienevorschrift", "Hygieniker", "Händedesinfektion",
"Händehygiene", "Händewaschen", "Images", "Immunsystem", "Infekt",
"Infektiologe", "Infektiologie", "Infektion", "Infektionserreger",
"Infektionsforschung", "Infektionsgefahr", "Infektionshygiene",
"Infektionskrankheit", "Infektionsprävention", "Infektionsrate",
"Infektionsrisiko", "Infektionsschutzgesetz", "Infektionsspezialist",
"Infektionszahl", "Institute", "Intensivpatient", "Intensivstation",
"Interreg", "Isolationsmaßnahme", "KEYSTONE", "KISS", "KPC",
"KPC-Keim", "KRINKO", "Kaase", "Katheter", "Keim", "Keim-Alarm",
"Keim-Ausbruch", "Keim-Kris", "Keim-Skandal", "Keimausbruch",
"Keimbefall", "Keimbekämpfung", "Keimbelastung", "Keimflora",
"Keiminfektion", "Keimkris", "Keimproblem", "Keimskandal", "Keimträger",
"Killer-Keim", "Killerbakterie", "Killerkeim", "Klebsiella",
"Klebsiella-Bakterie", "Klebsiellen", "Klinik", "Klinik-Keim",
"Klinik-Mitarbeiter", "Klinikhygiene", "Klinikhygieniker", "Klinikinfektion",
"Klinikkeim", "Klinikpersonal", "Klinikum", "Koch-Institut",
"Koch-Instituts", "Kranke", "Krankenhaus", "Krankenhaus-Aufenthalt",
"Krankenhaus-Hygiene", "Krankenhaus-Hygieniker", "Krankenhaus-Infektion",
"Krankenhaus-Keim", "Krankenhaus-MRSA", "Krankenhausbakterie",
"Krankenhauserreger", "Krankenhaushygiene", "Krankenhaushygieniker",
"Krankenhausinfektion", "Krankenhauskeim", "Krankenhausmediziner",
"Krankenhauspatient", "Krankenhausskandal", "Krankheit", "Krankheitserreger",
"Krankheitskeim", "Kurbelradio", "Körper", "Labor", "Leser-Kommentar",
"Linezolid", "Linktext", "Lungenentzündung", "Lutschtablett",
"MRE", "MRGN", "MRGN-Erreger", "MRGN-Keim", "MRSA", "MRSA-Bakterie",
"MRSA-Bakterium", "MRSA-Erkrankung", "MRSA-Erreger", "MRSA-Fall",
"MRSA-Infektion", "MRSA-Keim", "MRSA-Patient", "MRSA-Problem",
"MRSA-Stamm", "MRSA-Test", "MRSA-Träger", "MRSA-frei", "Massenbehandlung",
"Massentierhaltung", "Mastanlage", "Mastbeschleuniger", "Mastbetrieb",
"Mastfutter", "Maßnahme", "Medikament", "Medizin", "Mediziner",
"Mensch", "Menscheit", "Methicillin", "Methicillin-resistent",
"Methicillin-resistente", "Methicillin-resistenten", "Methicillin-resistenter",
"Methillicin-resistent", "Mikroaufnahme", "Mikrobe", "Mikrobiologe",
"Mikrobiologie", "Mikroorganism", "Mittel", "Multiresistent",
"Multiresistente", "Multiresistenz", "Mutation", "NZZ-Konto",
"Nasenhöhle", "Nasenvorhof", "National", "Nebenwirkung", "Neu-Delhi-Metallo-Beta-Laktamase",
"Nosokomiale", "Not-Operation", "Notfall-Antibiotikum", "Notfallantibiotikum",
"ONLINE", "OP", "OP-Wunde", "ORSA", "Omnivoren", "Operation",
"PDF-Ratgeber", "PETA", "Patient", "Patientenkontakt", "Paul-Ehrlich-Gesellschaft",
"Penicillin", "Penicillium", "Penizillin", "Penizilline", "Personal",
"Pflegeheimen", "Pflegepersonal", "Pfleger", "Pflegeschlüssel",
"Phage", "Phagen", "Phagentherapie", "Pharma-Lobby", "Pharmaindustrie",
"Pierard", "Plasmide", "Popp", "Posted", "Problem", "Problemkeim",
"Pseudomonas", "Quell", "RKI", "Redaktionsempfehlung", "Referenzzentrum",
"Reserve-Antibiotikum", "Reserveantibiotikum", "Reservemedikament",
"Reservemittel", "Resistent", "Resistente", "Resistenz", "Resistenz-Gen",
"Resistenzbildung", "Resistenzentwicklung", "Resistenzgen", "Resistenzmechanismus",
"Resistenzproblem", "Resistenzproblematik", "Resistenzrat", "Resistenzrate",
"Resistenzrisiko", "Resistenztest", "Risikopatient", "Robert-Koch-Institut",
"Robert-Koch-Instituts", "Routine-Eingriff", "Routine-OP", "SPIEGEL",
"SPIEGEL-Verlag", "Schlachtbedingung", "Schleimhaut", "Schwein",
"Schätzungsweise", "Screening", "Selektionsdruck", "Sendedatum",
"Sendungshinweis", "Sepsis", "Spital", "Spitalhygiene", "Spitalhygieniker",
"Spitalinfektion", "Spitalkeim", "Spitalskeim", "Stall", "Stamm",
"Standardhygiene", "Staphylococcus", "Staphylokokken", "Staphylokokken-Infektion",
"Staphylokokkus", "Station", "Stattdessen", "Sterillium", "Stoffklasse",
"Streptokokken", "Studie", "Substanz", "Super-Bakterium", "Super-Erreger",
"Super-Keim", "Superbakterie", "Superbakterium", "Superbug",
"Supererreger", "Superinfektion", "Superkeim", "Swissnoso", "Symptom",
"Teixobactin", "Tetracycline", "The", "Therapie", "Tier", "Tierarzt",
"Tierhaltung", "Tiermast", "Tierzucht", "Tigecyclin", "Tigezyklin",
"Todesfall", "Toilettenhygiene", "UKL", "UKSH", "US-Forscher",
"US-Gesundheitsbehörde", "USA", "Umweltmedizin", "Uniklinik",
"Uniklinikum", "Universitätsklinikum", "Untersuchung", "Ursache",
"VRE", "VRE-Keim", "Vancomycin", "Vancomycin-resistent", "Verbreitung",
"Verordnungspraxis", "Verschreibung", "Virus", "Virus-Grippe",
"Vor-Antibiotika-Zeit", "WHO", "Wann", "Weltgesundheitsorganisation",
"Wie", "Wirkstoff", "Wissenschaftler", "Wundabstrich", "Wunddrainage",
"Wunde", "Wundermedizin", "Wundinfektion", "Wundkeim", "Zastrow",
"Zellwand", "abtöten", "abwehrgeschwächt", "aeruginosa", "ander",
"anstecken", "antibakteriell", "antibiotika-resistent", "antibiotikaresistent",
"antibiotisch", "antimikrobiell", "asymptomatischen", "aureus",
"ausbreiten", "auslösen", "ausser", "bakteriell", "baumanii",
"baumannii", "befallen", "behandelbar", "behandeln", "bekannt",
"bekämpfen", "bereits", "besiedeln", "bis", "bräuchten", "cassandros",
"coli", "coli-Bakterie", "dahin", "danach", "daraufhin", "derStandard",
"desinfizieren", "desto", "difficile", "dpa", "durchseuchen",
"eine", "einschleppen", "einsetzen", "eitrig", "entwickeln",
"erkranken", "et", "faecalis", "ferner", "for", "gefährlich",
"gelangen", "geschwächt", "gescreent", "gesund", "glaub", "gramnegativ",
"harmlos", "helfen", "hierbei", "hierzu", "hochresistent", "hospitalisiert",
"hygienisch", "häufig", "höchst", "immungeschwächt", "infizieren",
"infiziert", "isolieren", "jährlich", "jüngst", "klinisch",
"krank", "krankenhaushygienisch", "krankmachend", "lebensbedrohlich",
"lieber", "marcescens", "medizinisch", "meiste", "meisten", "mikrobiologisch",
"mulitresistenten", "multi-resistent", "multiresistent", "nachweisen",
"nicht-resistent", "nosokomiale", "nosokomialen", "nosokomialer",
"of", "pneumoniae", "politicon", "post-antibiotisch", "postantibiotisch",
"potenziell", "resistent", "schliesslich", "schwer", "selbe",
"selben", "sogenannt", "solange", "sprich", "standard", "sterben",
"testen", "tödlich", "unempfindlich", "untersuchen", "unwirksam",
"usw", "verabreichen", "verbreiten", "vermehren", "vermeidbar",
"verordnen", "verschreiben", "verursachen", "vieleicht", "waschen",
"weltweit", "wg", "wirken", "wirksam", "wirkungslos", "zB", "zb",
"zu", "zwischen", "ß-Lactam-Antibiotikum", "ärztlich", "über",
"überleben", "übertragen"), f1 = c(2L, 3L, 2L, 8L, 2L, 94L,
30L, 3L, 2L, 2L, 112L, 2L, 2L, 2L, 13L, 2L, 2L, 2L, 2L, 8L, 8L,
2L, 2L, 73L, 2L, 8L, 20L, 21L, 13L, 11L, 71L, 21L, 28L, 9L, 2L,
18L, 8L, 2L, 117L, 7L, 17L, 7L, 31L, 17L, 8L, 55L, 21L, 2L, 8L,
76L, 22L, 33L, 25L, 27L, 8L, 180L, 7L, 7L, 53L, 29L, 11L, 2L,
2L, 944L, 2L, 19L, 3L, 2L, 2L, 194L, 567L, 2L, 2L, 3L, 2L, 161L,
19L, 2L, 2L, 2L, 748L, 7L, 70L, 7L, 2L, 2L, 23L, 20L, 3L, 9L,
143L, 3L, 3L, 3L, 33L, 3L, 342L, 13L, 2L, 360L, 2L, 2L, 7L, 7L,
7L, 32L, 2L, 2L, 27L, 2L, 3L, 2L, 2L, 3L, 197L, 2L, 3L, 2L, 31L,
52L, 62L, 2L, 2L, 2L, 2L, 2L, 8L, 2L, 2L, 2L, 12L, 8L, 8L, 13L,
9L, 89L, 8L, 53L, 110L, 91L, 7L, 2L, 2L, 3L, 35L, 86L, 11L, 3L,
13L, 2L, 3L, 38L, 174L, 2L, 106L, 41L, 19L, 73L, 112L, 2L, 3L,
15L, 102L, 108L, 2L, 8L, 8L, 2L, 3L, 2L, 2L, 2L, 75L, 3L, 30L,
25L, 2L, 118L, 8L, 18L, 3L, 62L, 13L, 7L, 33L, 14L, 7L, 9L, 8L,
17L, 2L, 399L, 2L, 3L, 14L, 3L, 2L, 2L, 2L, 3L, 42L, 54L, 108L,
134L, 3L, 211L, 87L, 2L, 665L, 88L, 300L, 533L, 3L, 146L, 24L,
3L, 3L, 3L, 276L, 7L, 10L, 118L, 26L, 54L, 85L, 3L, 39L, 389L,
8L, 140L, 9L, 25L, 239L, 137L, 7L, 7L, 34L, 23L, 15L, 25L, 10L,
7L, 43L, 65L, 87L, 193L, 3L, 3L, 3L, 9L, 107L, 420L, 27L, 7L,
15L, 12L, 39L, 21L, 46L, 7L, 28L, 63L, 129L, 16L, 37L, 33L, 71L,
26L, 70L, 57L, 73L, 39L, 55L, 11L, 251L, 106L, 29L, 41L, 780L,
22L, 26L, 30L, 3L, 143L, 37L, 22L, 48L, 42L, 8L, 25L, 8L, 33L,
248L, 3L, 7L, 3L, 3L, 31L, 11L, 7L, 16L, 60L, 936L, 9L, 8L, 12L,
10L, 29L, 23L, 8L, 23L, 3L, 15L, 7L, 7L, 15L, 26L, 23L, 20L,
43L, 107L, 13L, 40L, 575L, 17L, 3L, 21L, 8L, 23L, 39L, 45L, 210L,
36L, 25L, 117L, 733L, 3L, 17L, 9L, 11L, 34L, 8L, 10L, 30L, 260L,
39L, 130L, 269L, 3L, 39L, 3L, 263L, 227L, 32L, 3L, 276L, 142L,
12L, 14L, 8L, 238L, 3L, 38L, 32L, 11L, 9L, 411L, 39L, 7L, 7L,
28L, 31L, 78L, 134L, 29L, 17L, 28L, 12L, 13L, 10L, 3L, 138L,
24L, 12L, 39L, 3L, 250L, 445L, 228L, 240L, 770L, 3L, 56L, 16L,
60L, 20L, 56L, 9L, 3L, 81L, 99L, 106L, 70L, 294L, 9L, 78L, 61L,
69L, 13L, 3L, 9L, 11L, 119L, 12L, 8L, 3L, 11L, 9L, 36L, 77L,
7L, 3L, 3L, 192L, 9L, 3L, 819L, 29L, 12L, 152L, 17L, 33L, 9L,
213L, 18L, 104L, 94L, 3L, 8L, 32L, 21L, 3L, 108L, 8L, 16L, 15L,
7L, 536L, 35L, 72L, 155L, 61L, 9L, 60L, 65L, 162L, 12L, 11L,
3L, 17L, 482L, 24L, 62L, 78L, 73L, 18L, 32L, 9L, 8L, 19L, 8L,
9L, 77L, 138L, 13L, 3L, 3L, 19L, 9L, 3L, 58L, 112L, 3L, 99L,
27L, 3L, 3L, 80L, 80L, 30L, 8L, 21L, 12L, 9L, 114L, 143L, 10L,
258L, 95L, 3L, 17L, 210L, 30L, 3L, 3L, 30L, 315L, 132L, 11L,
11L, 9L, 41L, 34L, 11L, 11L, 15L, 55L, 10L, 114L, 9L, 13L, 8L,
184L, 282L, 99L, 132L, 141L, 60L, 9L, 11L, 213L, 3L, 8L, 35L,
10L, 9L, 174L, 59L, 117L, 76L, 135L, 236L, 219L, 60L, 15L, 47L,
33L, 171L, 3L, 62L, 195L, 3L, 9L, 120L, 12L, 119L, 12L, 190L,
220L, 3L, 3L, 188L, 3L, 141L, 8L, 66L, 40L, 134L, 21L, 60L, 574L,
136L, 55L, 16L, 132L, 81L, 46L, 3L, 257L, 162L, 214L, 9L, 216L,
18L, 78L, 119L, 76L, 458L, 374L, 215L, 479L, 136L, 43L, 9L, 9L,
110L, 14L, 27L, 11L, 18L, 8L, 181L, 72L, 26L, 215L, 3L, 14L,
94L, 355L, 38L, 386L, 225L, 13L, 3L, 11L, 14L, 576L, 220L, 152L,
22L, 270L, 9L, 78L, 166L, 380L, 10L, 10L, 32L, 3L, 105L, 476L,
9L, 64L, 392L, 139L, 206L, 292L, 21L, 101L, 278L, 8L, 33L, 112L,
51L, 3L, 299L, 8L, 35L, 73L, 3L, 14L, 624L, 296L, 10L, 32L, 35L,
13L, 42L, 98L, 3L, 26L, 24L, 54L, 778L, 9L, 446L, 13L, 27L, 351L,
9L, 8L, 3L, 580L, 188L, 259L, 135L, 311L, 88L, 9L, 137L, 248L,
134L, 82L, 114L, 218L, 277L, 3L, 113L, 233L, 3L, 351L, 257L,
131L, 19L, 8L, 170L, 18L, 9L, 124L, 79L, 195L, 245L), f2 = c(1L,
1L, 1L, 0L, 1L, 749L, 21L, 1L, 1L, 1L, 6L, 1L, 1L, 1L, 0L, 1L,
1L, 1L, 1L, 0L, 0L, 1L, 1L, 273L, 1L, 0L, 0L, 2L, 0L, 0L, 10L,
1L, 1L, 0L, 1L, 1L, 0L, 1L, 8L, 0L, 0L, 0L, 5L, 0L, 0L, 0L, 5L,
1L, 0L, 28L, 4L, 6L, 1L, 0L, 0L, 15L, 0L, 0L, 6L, 2L, 0L, 1L,
1L, 367L, 1L, 1L, 1L, 1L, 1L, 5030L, 8468L, 1L, 1L, 1L, 1L, 555L,
0L, 1L, 1L, 1L, 528L, 0L, 23L, 0L, 1L, 1L, 7L, 1L, 1L, 0L, 14L,
1L, 1L, 1L, 4L, 1L, 117L, 0L, 1L, 4093L, 1L, 1L, 0L, 0L, 0L,
23L, 1L, 1L, 13L, 1L, 1L, 1L, 1L, 1L, 60L, 1L, 1L, 1L, 1L, 8L,
14L, 1L, 1L, 1L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 0L,
2L, 0L, 6L, 328L, 649L, 0L, 1L, 1L, 1L, 16L, 0L, 0L, 1L, 0L,
1L, 1L, 0L, 252L, 1L, 35L, 23L, 3L, 41L, 76L, 1L, 1L, 0L, 35L,
91L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 1L, 186L, 1L, 4L, 9L, 1L, 4L,
0L, 1L, 1L, 3L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 17077L, 1L,
1L, 0L, 1L, 1L, 1L, 1L, 1L, 4L, 7L, 344L, 222L, 1L, 2190L, 292L,
1L, 473L, 33L, 6358L, 51849L, 1L, 2788L, 2L, 1L, 1L, 1L, 5684L,
0L, 0L, 75L, 5L, 8L, 67L, 1L, 5L, 14007L, 0L, 914L, 0L, 10L,
3926L, 406L, 0L, 0L, 0L, 4L, 1L, 8L, 0L, 0L, 9L, 9L, 480L, 2677L,
1L, 1L, 1L, 0L, 46L, 403L, 2L, 0L, 0L, 0L, 2L, 3L, 3L, 0L, 5L,
56L, 18L, 1L, 18L, 17L, 36L, 7L, 58L, 13L, 5L, 1L, 42L, 0L, 369L,
186L, 18L, 24L, 699L, 9L, 12L, 23L, 1L, 194L, 6L, 6L, 26L, 15L,
0L, 4L, 0L, 25L, 427L, 1L, 0L, 1L, 1L, 3L, 0L, 0L, 1L, 63L, 805L,
0L, 0L, 0L, 0L, 2L, 4L, 0L, 10L, 1L, 1L, 0L, 0L, 1L, 2L, 2L,
0L, 5L, 8L, 0L, 2L, 4169L, 1L, 1L, 0L, 0L, 2L, 1L, 42L, 1640L,
32L, 0L, 1156L, 7074L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 2L, 28L, 6L,
20L, 17L, 1L, 12L, 1L, 4445L, 183L, 20L, 1L, 6929L, 2081L, 0L,
0L, 0L, 230L, 1L, 7L, 2L, 0L, 0L, 13L, 1L, 0L, 0L, 0L, 0L, 2L,
4L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 201L, 13L, 0L, 37L, 1L, 8640L,
3025L, 2386L, 2160L, 56155L, 1L, 1L, 0L, 3L, 0L, 1L, 0L, 1L,
114L, 66L, 67L, 136L, 15183L, 0L, 0L, 3L, 231L, 0L, 1L, 0L, 0L,
1103L, 0L, 0L, 1L, 0L, 0L, 1L, 168L, 0L, 1L, 1L, 2982L, 0L, 1L,
5370L, 11L, 0L, 23L, 0L, 1L, 0L, 6018L, 0L, 178L, 588L, 1L, 0L,
3L, 1L, 1L, 467L, 0L, 0L, 0L, 0L, 29461L, 1L, 9L, 2592L, 55L,
0L, 36L, 1L, 3L, 0L, 0L, 1L, 1L, 130L, 0L, 5L, 1L, 9L, 3L, 3L,
0L, 0L, 0L, 0L, 0L, 29L, 233L, 0L, 1L, 1L, 0L, 0L, 1L, 87L, 1166L,
1L, 109L, 12L, 1L, 1L, 37L, 109L, 0L, 0L, 0L, 0L, 0L, 984L, 1511L,
0L, 11L, 19L, 1L, 0L, 4746L, 0L, 1L, 1L, 11L, 11882L, 2411L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1209L, 0L, 0L, 0L, 2038L,
6685L, 301L, 242L, 39L, 32L, 0L, 0L, 854L, 1L, 0L, 2L, 0L, 0L,
1439L, 28L, 437L, 294L, 691L, 7749L, 5373L, 0L, 0L, 3L, 0L, 1753L,
1L, 63L, 818L, 1L, 0L, 271L, 0L, 462L, 0L, 723L, 6597L, 1L, 1L,
1461L, 1L, 16L, 0L, 171L, 12L, 90L, 2L, 5L, 18L, 699L, 38L, 0L,
14L, 6L, 13L, 1L, 11L, 1791L, 5683L, 0L, 113L, 0L, 7L, 680L,
63L, 7667L, 25471L, 3449L, 31032L, 414L, 0L, 0L, 0L, 33L, 0L,
0L, 0L, 0L, 0L, 129L, 0L, 6L, 2126L, 1L, 0L, 95L, 16447L, 19L,
26497L, 1422L, 0L, 1L, 0L, 0L, 9178L, 7085L, 366L, 7L, 5334L,
0L, 1L, 2322L, 25099L, 0L, 0L, 3L, 1L, 382L, 17545L, 0L, 15L,
754L, 235L, 1192L, 12982L, 0L, 1048L, 3501L, 0L, 30L, 328L, 0L,
1L, 4869L, 0L, 0L, 59L, 1L, 0L, 70L, 4029L, 0L, 2L, 5L, 0L, 0L,
2L, 1L, 0L, 0L, 19L, 244L, 0L, 40469L, 0L, 0L, 24456L, 0L, 0L,
1L, 13590L, 3635L, 3067L, 98L, 7276L, 484L, 0L, 562L, 6368L,
781L, 346L, 1272L, 1326L, 4019L, 1L, 1249L, 10671L, 1L, 26227L,
3154L, 438L, 0L, 0L, 1046L, 0L, 0L, 1651L, 0L, 4494L, 7315L),
G2 = c(18.890003767374008, 29.564058156478747, 18.890003767374008,
90.849658776963395, 18.890003767374008, 489.76319835728026,
272.28744000297519, 29.564058156478747, 18.890003767374008,
18.890003767374008, 1234.7116092370443, 18.890003767374008,
18.890003767374008, 18.890003767374008, 147.68606184073531,
18.890003767374008, 18.890003767374008, 18.890003767374008,
18.890003767374008, 90.849658776963395, 90.849658776963395,
18.890003767374008, 18.890003767374008, 478.32066655553319,
18.890003767374008, 90.849658776963395, 227.32898783636426,
225.13673045471057, 147.68606184073531, 124.94637377850879,
749.68182979092171, 230.58425500980221, 309.75987821812498,
102.21352345747341, 18.890003767374008, 196.73674683580808,
90.849658776963395, 18.890003767374008, 1280.4690654504504,
79.487499129405677, 193.18599838418089, 79.487499129405677,
323.67460565977331, 193.18599838418089, 90.849658776963395,
626.82027363249779, 213.29049305401611, 18.890003767374008,
90.849658776963395, 746.57722657489239, 227.80178261000265,
342.01453281930088, 275.79794642510393, 307.05633041771847,
90.849658776963395, 1966.1734985621158, 79.487499129405677,
79.487499129405677, 565.17624054386954, 315.03310050940325,
124.94637377850879, 18.890003767374008, 18.890003767374008,
10290.40474054954, 18.890003767374008, 208.01242518180038,
29.564058156478747, 18.890003767374008, 18.890003767374008,
606.22485798019693, 2559.7667093469136, 18.890003767374008,
18.890003767374008, 29.564058156478747, 18.890003767374008,
1090.336759531036, 215.94627056469605, 18.890003767374008,
18.890003767374008, 18.890003767374008, 7388.3163515871738,
79.487499129405677, 694.80050166052069, 79.487499129405677,
18.890003767374008, 18.890003767374008, 228.93830300506204,
219.2950949136879, 29.564058156478747, 102.21352345747341,
1546.7213281758145, 29.564058156478747, 29.564058156478747,
29.564058156478747, 350.14029134857032, 29.564058156478747,
3471.3238327970548, 147.68606184073531, 18.890003767374008,
1727.4812656348413, 18.890003767374008, 18.890003767374008,
79.487499129405677, 79.487499129405677, 79.487499129405677,
289.44342392568899, 18.890003767374008, 18.890003767374008,
256.69717975433218, 18.890003767374008, 29.564058156478747,
18.890003767374008, 18.890003767374008, 29.564058156478747,
1991.7281203696766, 18.890003767374008, 29.564058156478747,
18.890003767374008, 343.75971464388431, 545.42547258018362,
634.45555400604508, 18.890003767374008, 18.890003767374008,
18.890003767374008, 18.890003767374008, 18.890003767374008,
90.849658776963395, 18.890003767374008, 18.890003767374008,
18.890003767374008, 136.31536235620138, 90.849658776963395,
90.849658776963395, 147.68606184073531, 102.21352345747341,
997.76744353354798, 90.849658776963395, 565.17624054386954,
767.36166689535082, 492.36453690436633, 79.487499129405677,
18.890003767374008, 18.890003767374008, 29.564058156478747,
334.93505021429968, 982.47107340226285, 124.94637377850879,
29.564058156478747, 147.68606184073531, 18.890003767374008,
29.564058156478747, 432.51395269729869, 1427.0825221044222,
18.890003767374008, 1055.0442706209958, 383.32757683047396,
198.44105066970843, 684.44741145199146, 1028.8969443086003,
18.890003767374008, 29.564058156478747, 170.43259943290067,
1011.2306341345175, 962.08078325985844, 18.890003767374008,
90.849658776963395, 90.849658776963395, 18.890003767374008,
29.564058156478747, 18.890003767374008, 18.890003767374008,
18.890003767374008, 544.19301604561997, 29.564058156478747,
316.64764392614251, 245.03032872040893, 18.890003767374008,
1316.2528073973913, 90.849658776963395, 196.73674683580808,
29.564058156478747, 682.6830941012887, 147.68606184073531,
79.487499129405677, 375.46163198981486, 159.05847370730996,
79.487499129405677, 102.21352345747341, 90.849658776963395,
193.18599838418089, 18.890003767374008, 956.47037044840079,
18.890003767374008, 29.564058156478747, 159.05847370730996,
29.564058156478747, 18.890003767374008, 18.890003767374008,
18.890003767374008, 29.564058156478747, 451.0334171466107,
571.94868188467763, 741.01350025778174, 1066.4521294754136,
29.564058156478747, 1018.2107416382562, 587.47262070510919,
18.890003767374008, 6480.0590101851903, 863.88548030384868,
1075.2475978030684, 598.23872544087544, 29.564058156478747,
531.96325224065754, 258.78872266861367, 29.564058156478747,
29.564058156478747, 29.564058156478747, 997.87155731003804,
79.487499129405677, 113.57909463559707, 1094.0077146948836,
268.30333248275662, 567.74551251920366, 762.81863125863765,
29.564058156478747, 412.80639948597411, 1049.1679673142723,
90.849658776963395, 786.00259416216409, 102.21352345747341,
242.45686909626986, 956.0404295718015, 960.46067370943524,
79.487499129405677, 79.487499129405677, 386.86860516491123,
238.86234457303823, 162.95805403146969, 247.76763809347841,
113.57909463559707, 79.487499129405677, 441.75355171456243,
686.63468944901501, 510.96654272624278, 824.63576430240369,
29.564058156478747, 29.564058156478747, 29.564058156478747,
102.21352345747341, 1037.5845318620416, 3799.2358774810127,
292.51438718109108, 79.487499129405677, 170.43259943290067,
136.31536235620138, 427.96044407364508, 220.64871826803795,
501.33686521077931, 79.487499129405677, 290.41476408704085,
554.24317731236761, 1369.519781116363, 174.20880775721403,
351.6745247909638, 311.47169288999766, 673.72688331036397,
261.60285034223995, 622.7492837762361, 582.60569936278262,
796.00335588573796, 434.58376075558664, 494.3725435922787,
124.94637377850879, 2071.4091632062759, 831.41883953443448,
267.41452672357411, 381.31475283687882, 7503.5949573223506,
212.80901828536955, 248.34443730117971, 268.85890450065324,
29.564058156478747, 1182.7697050433324, 386.38578031187842,
221.04360264917165, 450.97621062097926, 412.5846665846309,
90.849658776963395, 261.02635135457098, 90.849658776963395,
296.33060661915567, 1985.4564922415711, 29.564058156478747,
79.487499129405677, 29.564058156478747, 29.564058156478747,
332.37935928266052, 124.94637377850879, 79.487499129405677,
174.20880775721403, 514.03666258265412, 9325.545870235248,
102.21352345747341, 90.849658776963395, 136.31536235620138,
113.57909463559707, 315.03310050940325, 238.86234457303823,
90.849658776963395, 221.06983016804699, 29.564058156478747,
162.95805403146969, 79.487499129405677, 79.487499129405677,
162.95805403146969, 281.26512542238748, 247.56249577899496,
227.32898783636426, 457.56544007222743, 1166.3626419194793,
147.68606184073531, 439.27910178464094, 3378.3589626273788,
185.4686448119057, 29.564058156478747, 238.71342788526476,
90.849658776963395, 247.56249577899496, 434.58376075558664,
392.23435965050919, 1123.4020666380466, 315.86849479531617,
284.26844579718687, 565.59986395641113, 4073.4723184332156,
29.564058156478747, 193.18599838418089, 102.21352345747341,
124.94637377850879, 377.79343341058467, 90.849658776963395,
113.57909463559707, 326.30189514992838, 2829.2974059809394,
408.62884551183299, 1372.6135553802135, 2990.7141615998885,
29.564058156478747, 388.35878830906836, 29.564058156478747,
1043.8364810518472, 2060.4361210719121, 294.8972177284715,
29.564058156478747, 897.55971991546858, 586.09314427378172,
136.31536235620138, 159.05847370730996, 90.849658776963395,
2105.3533494654175, 29.564058156478747, 393.66019409338122,
348.85694916137402, 124.94637377850879, 102.21352345747341,
4711.9164991754451, 434.58376075558664, 79.487499129405677,
79.487499129405677, 318.45287192094673, 352.65291137375425,
871.83183055664279, 1500.4535460435518, 329.85114823678953,
193.18599838418089, 318.45287192094673, 136.31536235620138,
147.68606184073531, 113.57909463559707, 29.564058156478747,
1126.0595684911107, 224.99200032165049, 136.31536235620138,
338.86990563703569, 29.564058156478747, 663.38024892590647,
2599.3594415442249, 1100.2991980170193, 1227.8094440381481,
1402.6122546487973, 29.564058156478747, 628.20406522741189,
181.80844049778423, 659.9641848979295, 227.32898783636426,
628.20406522741189, 102.21352345747341, 29.564058156478747,
661.00477235715937, 910.45659031169487, 982.3103664107299,
535.51935150779218, 584.13059950640297, 102.21352345747341,
890.52408587886669, 671.32197781717059, 465.15235884100298,
147.68606184073531, 29.564058156478747, 102.21352345747341,
124.94637377850879, 589.48028134215554, 136.31536235620138,
90.849658776963395, 29.564058156478747, 124.94637377850879,
102.21352345747341, 400.49988814191084, 575.10014882243922,
79.487499129405677, 29.564058156478747, 29.564058156478747,
780.03458049793392, 102.21352345747341, 29.564058156478747,
5253.1113400635168, 282.87141350902601, 136.31536235620138,
1609.5330278754332, 193.18599838418089, 366.445298080707,
102.21352345747341, 635.79047733601737, 204.56527457716996,
819.60948393590797, 531.28830118799203, 29.564058156478747,
90.849658776963395, 343.60087411945972, 230.58425500980221,
29.564058156478747, 683.33578917682894, 90.849658776963395,
181.80844049778423, 170.43259943290067, 79.487499129405677,
1113.9625628449194, 389.14499406930872, 765.18737875707541,
603.71289109963675, 535.3801024094596, 102.21352345747341,
557.28134248887488, 730.99988556290282, 1831.9550647431793,
136.31536235620138, 124.94637377850879, 29.564058156478747,
185.4686448119057, 5069.0178809643967, 272.87709966079558,
671.44036087315123, 879.80432241314043, 776.42943774778371,
187.36069981648438, 343.60087411945972, 102.21352345747341,
90.849658776963395, 215.94627056469605, 90.849658776963395,
102.21352345747341, 754.82536238054081, 1094.7154289638715,
147.68606184073531, 29.564058156478747, 29.564058156478747,
215.94627056469605, 102.21352345747341, 29.564058156478747,
466.55810368311279, 530.15365915354107, 29.564058156478747,
844.95304101478791, 258.9920860525566, 29.564058156478747,
29.564058156478747, 767.7205323331317, 656.65629078278414,
341.25116088136843, 90.849658776963395, 238.71342788526476,
136.31536235620138, 102.21352345747341, 579.16957019599158,
676.75631206591856, 113.57909463559707, 2897.3499685121487,
983.44341928994106, 29.564058156478747, 193.18599838418089,
711.47533428176462, 341.25116088136843, 29.564058156478747,
29.564058156478747, 293.63749362366184, 803.41533497313492,
490.21757630316148, 124.94637377850879, 124.94637377850879,
102.21352345747341, 466.76633397315283, 386.86860516491123,
124.94637377850879, 124.94637377850879, 170.43259943290067,
616.79408905041521, 113.57909463559707, 535.91925590453411,
102.21352345747341, 147.68606184073531, 90.849658776963395,
861.35089751435601, 948.13626323828862, 686.37368079395037,
1029.3030724365694, 1429.89901660743, 565.39472775543322,
102.21352345747341, 124.94637377850879, 1396.4692662891687,
29.564058156478747, 90.849658776963395, 382.72969188846764,
113.57909463559707, 102.21352345747341, 906.81362261505933,
563.48147815650884, 771.37800094588545, 493.67145481604314,
816.76085605473418, 645.14446199300824, 710.80058857285235,
684.0665634365406, 170.43259943290067, 512.64156727573106,
375.46163198981486, 822.99715443546233, 29.564058156478747,
534.10915850624417, 1259.5960818849255, 29.564058156478747,
102.21352345747341, 894.05233932320891, 136.31536235620138,
776.70879691866321, 136.31536235620138, 1259.0465135790394,
634.35100484306497, 29.564058156478747, 29.564058156478747,
1003.6378678414303, 29.564058156478747, 1514.5281059215931,
90.849658776963395, 473.55398719593279, 399.24559397164899,
1235.3576394633626, 225.13673045471057, 648.8445713497515,
6693.8873298938333, 821.92284255250388, 501.26904725524565,
181.80844049778423, 1421.2884989701979, 881.36283635156587,
461.74891598698605, 29.564058156478747, 2885.5919907898901,
755.79463748205535, 662.91435338782048, 102.21352345747341,
2070.9919104845339, 204.56527457716996, 842.20763354363885,
694.67236298296189, 676.48345013274582, 1913.3277539175508,
591.60622945820114, 864.91703492892702, 835.76652051291444,
947.09283156792162, 489.61002590587327, 102.21352345747341,
102.21352345747341, 1104.7245574918697, 159.05847370730996,
307.05633041771847, 124.94637377850879, 204.56527457716996,
90.849658776963395, 1663.29483551218, 821.64008030499872,
264.81689951619217, 1057.5590120511044, 29.564058156478747,
159.05847370730996, 813.13181063378397, 788.46745903669148,
360.07775826131945, 608.86647501012112, 1293.9142259622681,
147.68606184073531, 29.564058156478747, 124.94637377850879,
159.05847370730996, 2536.4074062495811, 606.22968240521232,
1120.7838905758681, 218.0922725105128, 995.43163378879649,
102.21352345747341, 879.80432241314043, 702.8078239963445,
621.89012492606798, 113.57909463559707, 113.57909463559707,
343.60087411945972, 29.564058156478747, 695.9729571284438,
1302.1592980120861, 102.21352345747341, 653.19902068309602,
3127.7110979052241, 1102.486802527299, 1214.0134885564066,
654.99013972364014, 238.71342788526476, 477.76747230295302,
1258.9823894693777, 90.849658776963395, 288.46848814807424,
784.95167547069843, 581.0552319936827, 29.564058156478747,
1217.1963951710472, 90.849658776963395, 398.27732228960758,
651.99356543717749, 29.564058156478747, 159.05847370730996,
7039.8463932904297, 1302.7520855928865, 113.57909463559707,
348.85694916137402, 368.16906480535624, 147.68606184073531,
478.18730179794818, 1101.0158933153871, 29.564058156478747,
295.66152221346789, 272.87709966079558, 531.79287974299905,
8397.9565042941322, 102.21352345747341, 522.90885497836427,
147.68606184073531, 307.05633041771847, 536.56023741636363,
102.21352345747341, 90.849658776963395, 29.564058156478747,
2136.4650525237139, 687.23144120163442, 1197.9512898218279,
1231.7216789405502, 1061.1711693441325, 517.41187355429361,
102.21352345747341, 883.10818517815403, 790.38032038383687,
779.21271895032464, 520.52560171998812, 525.23209141264556,
1267.4202078521512, 1181.3436975444629, 29.564058156478747,
522.4978699797166, 500.41575755662848, 29.564058156478747,
497.05072701179438, 1171.1845403839925, 890.54515263763074,
215.94627056469605, 90.849658776963395, 977.31068832461006,
204.56527457716996, 102.21352345747341, 531.88837036092264,
902.01109285500502, 651.27091767773913, 713.29682546447646
), LogRatio = c(8.9182703357420987, 9.4036971629123407, 8.9182703357420987,
12.268767582826236, 8.9182703357420987, 5.1937624978491064,
8.6857773244366818, 9.4036971629123407, 8.9182703357420987,
8.9182703357420987, 12.29464621465184, 8.9182703357420987,
8.9182703357420987, 8.9182703357420987, 12.936192243739363,
8.9182703357420987, 8.9182703357420987, 8.9182703357420987,
8.9182703357420987, 12.268767582826236, 12.268767582826236,
8.9182703357420987, 8.9182703357420987, 6.2855800636197019,
8.9182703357420987, 12.268767582826236, 13.538856746193979,
11.285641401390627, 12.936192243739363, 12.704866697632909,
10.948858655575524, 12.022606995556835, 12.429232255019478,
12.429232255019482, 8.9182703357420987, 11.805795606483688,
12.268767582826236, 8.9182703357420987, 11.970358846890553,
12.088195337184413, 13.31058775852086, 12.088195337184413,
10.699153046438514, 13.31058775852086, 12.268767582826236,
14.975720607926, 10.148137877640695, 8.9182703357420987,
12.268767582826236, 9.6058025701038048, 10.503232836463258,
10.546954213892576, 12.268767582826232, 13.962664455100555,
12.268767582826236, 11.72296345807619, 12.088195337184413,
12.088195337184413, 11.222332009835949, 11.74201969605037,
12.704866697632909, 8.9182703357420987, 8.9182703357420987,
9.5431112882405351, 8.9182703357420987, 11.881744459716986,
9.4036971629123407, 8.9182703357420987, 8.9182703357420987,
3.4884449999466205, 4.2818905871503361, 8.9182703357420987,
8.9182703357420987, 9.4036971629123407, 8.9182703357420987,
6.3990519948807263, 13.466706960438144, 8.9182703357420987,
8.9182703357420987, 8.9182703357420987, 8.683403586251627,
12.088195337184413, 9.7662672422970491, 12.088195337184413,
8.9182703357420987, 8.9182703357420987, 9.8290029976450128,
11.953894245472821, 9.4036971629123407, 12.429232255019482,
11.48823067312401, 9.4036971629123407, 9.4036971629123407,
9.4036971629123407, 11.077468930591355, 9.4036971629123407,
9.7247479728587827, 12.936192243739363, 8.9182703357420987,
4.6760410108214199, 8.9182703357420987, 8.9182703357420987,
12.088195337184413, 12.088195337184413, 12.088195337184413,
8.6490837029267098, 8.9182703357420987, 8.9182703357420987,
9.2077769529370848, 8.9182703357420987, 9.4036971629123407,
8.9182703357420987, 8.9182703357420987, 9.4036971629123407,
9.8881503473657641, 8.9182703357420987, 9.4036971629123407,
8.9182703357420987, 12.573622164354653, 10.808087417991675,
10.289108031110409, 8.9182703357420987, 8.9182703357420987,
8.9182703357420987, 8.9182703357420987, 8.9182703357420987,
12.268767582826236, 8.9182703357420987, 8.9182703357420987,
8.9182703357420987, 12.82516093135062, 12.268767582826236,
12.268767582826236, 12.936192243739363, 12.429232255019482,
13.343192423952786, 12.268767582826236, 11.222332009835949,
6.609457740644995, 5.3538188644120552, 12.088195337184413,
8.9182703357420987, 8.9182703357420987, 9.4036971629123407,
9.2866577417221237, 15.615932969212619, 12.704866697632909,
9.4036971629123407, 12.936192243739363, 8.9182703357420987,
9.4036971629123407, 14.448091282270797, 7.6482483901463887,
8.9182703357420987, 9.7662672422970509, 9.0017553212451809,
10.659352038380538, 9.0059376550653347, 8.7376980901002792,
8.9182703357420987, 9.4036971629123407, 13.13550105196277,
9.7110377215766572, 8.4271561357363289, 8.9182703357420987,
12.268767582826236, 12.268767582826236, 8.9182703357420987,
9.4036971629123407, 8.9182703357420987, 8.9182703357420987,
8.9182703357420987, 6.8766776606457345, 9.4036971629123407,
10.942117077696469, 9.6058025701038048, 8.9182703357420987,
12.900122989031843, 12.268767582826236, 11.805795606483688,
9.4036971629123407, 12.339734104180376, 12.936192243739363,
12.088195337184413, 14.247393932033667, 13.039285736703468,
12.088195337184413, 12.429232255019482, 12.268767582826236,
13.31058775852086, 8.9182703357420987, 2.7635472627587294,
8.9182703357420987, 9.4036971629123407, 13.039285736703468,
9.4036971629123407, 8.9182703357420987, 8.9182703357420987,
8.9182703357420987, 9.4036971629123407, 11.420770676271285,
11.042598470744302, 6.5144958013160812, 7.455105578278757,
9.4036971629123407, 4.8087740953728924, 6.4402230389374555,
8.9182703357420987, 8.6723789820193993, 9.5828211012011195,
3.7780551705108274, 1.5786067460784916, 9.4036971629123407,
3.9307880403575033, 11.474086490803739, 9.4036971629123407,
9.4036971629123407, 9.4036971629123407, 3.81962266971856,
12.088195337184413, 12.573622164354656, 8.8316432511490746,
10.449793577501797, 10.862026225102481, 8.5223416594109604,
9.4036971629123407, 11.025653871115701, 3.0128723875200096,
12.268767582826236, 5.4788917020481041, 12.429232255019482,
9.4614126607686302, 4.146158405548821, 6.6174810079128878,
12.088195337184413, 12.088195337184413, 14.289829198354063,
10.56596859181122, 11.550538551241612, 9.7662672422970509,
12.573622164354656, 12.088195337184413, 10.376320723981037,
10.966800229669758, 5.7241232326344722, 4.3908236380826864,
9.4036971629123407, 9.4036971629123407, 9.4036971629123407,
12.429232255019482, 9.3903387800573235, 8.2408418685532574,
11.640736360213189, 12.088195337184413, 13.13550105196277,
12.82516093135062, 12.163157394865632, 10.800214574220387,
11.913108630626322, 12.088195337184413, 10.55476313710334,
8.3498104659328725, 10.988659663633499, 11.640736360213189,
9.2006700664428251, 9.1181109150886996, 9.1513515194742645,
10.002334600530574, 8.450491374391282, 10.271907290356801,
11.921545467774962, 12.900122989031839, 8.5663296717882993,
12.704866697632909, 7.6262887772352697, 7.3729825415464942,
8.8544944253087863, 8.9416343288076092, 8.3393793163890493,
9.4252303244619817, 9.2653690063643666, 8.5574532274611421,
9.4036971629123407, 7.7425853232653896, 10.709683713930684,
9.9727181197644761, 9.053297129199823, 9.6364993673267207,
12.268767582826236, 10.683805082105078, 12.268767582826236,
8.5749685900621699, 7.3986261733649208, 9.4036971629123407,
12.088195337184413, 9.4036971629123407, 9.4036971629123407,
11.351229743018205, 12.704866697632909, 12.088195337184413,
11.640736360213189, 8.1114832920783222, 8.3986991471123709,
12.429232255019482, 12.268767582826236, 12.82516093135062,
12.573622164354656, 11.74201969605037, 10.56596859181122,
12.268767582826236, 9.3435761704747708, 9.4036971629123407,
11.550538551241612, 12.088195337184413, 12.088195337184413,
11.550538551241612, 11.587297101251728, 11.413965498366167,
13.538856746193979, 11.164816618787325, 11.842034749915015,
12.936192243739363, 12.199226649573156, 5.324318186764625,
11.725625257799702, 9.4036971629123407, 13.607569496277993,
12.268767582826236, 11.413965498366167, 12.900122989031839,
8.2797084456368886, 5.2190612861238694, 8.3487614874274563,
13.85373008354739, 4.8822721375047013, 4.9115454254922817,
9.4036971629123407, 13.31058775852086, 12.429232255019482,
12.704866697632909, 12.704866697632905, 12.268767582826236,
12.573622164354656, 11.790113984251416, 11.373554289689661,
10.784645771611906, 10.851658733527694, 12.126163187383433,
9.4036971629123407, 9.84122929997827, 9.4036971629123407,
4.1048339157158278, 8.4913912238187415, 8.8461205499862636,
9.4036971629123407, 3.5339048690925661, 4.31271500748778,
12.82516093135062, 13.039285736703468, 12.268767582826236,
8.2305272571520689, 9.4036971629123407, 10.541200686662277,
11.881744459716984, 12.704866697632909, 12.429232255019482,
13.111165859834051, 12.900122989031839, 12.088195337184413,
12.088195337184413, 14.014194755740636, 14.158584665075811,
13.153997395580156, 13.082842102690208, 14.063947790937736,
13.31058775852086, 14.014194755740636, 12.82516093135062,
12.936192243739363, 12.573622164354656, 9.4036971629123407,
7.6404108790971144, 9.0411270835276341, 12.82516093135062,
8.2562667992571157, 9.4036971629123407, 3.073072450839609,
5.417628493763698, 4.7966744755817601, 5.0140483097562019,
1.99381617809461, 9.4036971629123407, 13.416521203269925,
13.225698860934347, 12.292813056792884, 13.538856746193979,
13.416521203269925, 12.429232255019482, 9.4036971629123407,
7.6908291077100266, 8.762646926618352, 8.8391987647509005,
7.2280989530548343, 2.4932117962486195, 12.429232255019482,
15.475925490467521, 12.316464324857529, 6.4453774310391649,
12.936192243739363, 9.4036971629123407, 12.429232255019482,
12.704866697632909, 4.9743006352770278, 12.82516093135062,
12.268767582826236, 9.4036971629123407, 12.704866697632909,
12.429232255019482, 12.786166799734755, 7.0608243656682719,
12.088195337184413, 9.4036971629123407, 9.4036971629123407,
4.2277129545755665, 12.429232255019482, 9.4036971629123407,
5.4690641849086781, 9.5403858348807233, 12.82516093135062,
10.879381322348504, 13.31058775852086, 12.662431431312509,
12.429232255019482, 3.3642087498504418, 13.390758107204846,
7.4088836096276776, 5.542648560758523, 9.4036971629123407,
12.268767582826236, 11.396317632546744, 12.022606995556835,
9.4036971629123407, 6.0740334192453735, 12.268767582826236,
13.225698860934347, 13.13550105196277, 12.088195337184413,
2.4021958373015844, 12.74608936035942, 11.113286318147242,
4.1219472380059088, 8.3294033805650276, 12.429232255019482,
8.9103434199704701, 13.629765242392187, 13.718245727434105,
12.82516093135062, 12.704866697632909, 9.4036971629123407,
11.725625257799702, 10.067783877161451, 13.796014585691104,
11.687657407600684, 13.890962989746363, 11.133049572968673,
10.58340318514724, 11.396317632546744, 12.429232255019482,
12.268767582826236, 13.466706960438144, 12.268767582826236,
12.429232255019482, 9.574786097488289, 7.4277681679154206,
12.936192243739363, 9.4036971629123407, 9.4036971629123407,
13.466706960438144, 12.429232255019482, 9.4036971629123407,
7.6004583493269688, 4.8071153408087319, 9.4036971629123407,
8.043142302518369, 9.3188082653258277, 9.4036971629123407,
9.4036971629123407, 9.2834029291946294, 7.7374345600893371,
14.112042079138782, 12.268767582826236, 13.607569496277993,
12.82516093135062, 12.429232255019482, 5.0772611337712839,
4.7844464046238748, 12.573622164354656, 12.671763255833817,
10.473331350749394, 9.4036971629123407, 13.31058775852086,
3.6863327968260373, 14.112042079138782, 9.4036971629123407,
9.4036971629123407, 9.5884801230817676, 2.9462501553687446,
3.9954381962645598, 12.704866697632909, 12.704866697632909,
12.429232255019482, 14.55634417292282, 14.289829198354063,
12.704866697632909, 12.704866697632909, 13.13550105196277,
13.390758107204842, 12.573622164354656, 4.7803134756929122,
12.429232255019482, 12.936192243739363, 12.268767582826236,
4.7154895061477422, 3.6165920525446333, 6.5819151702194576,
7.3093123539519649, 10.022182236230673, 9.0778001658220333,
12.429232255019482, 12.704866697632909, 6.180460319520245,
9.4036971629123407, 12.268767582826236, 12.009123766193213,
12.573622164354656, 12.429232255019482, 5.1370358942221106,
9.2432324907190946, 6.2846824814212017, 6.2365687604380851,
5.8298683417792718, 3.1471135999683555, 3.5677355005055693,
15.100167978850489, 13.13550105196277, 11.943805427849238,
14.247393932033667, 4.8273477924958925, 9.4036971629123407,
8.1584043394658146, 6.1154909324090934, 9.4036971629123407,
12.429232255019482, 7.0093856900014933, 12.82516093135062,
6.2288619941529673, 12.82516093135062, 6.2561027225374897,
3.2782358569197827, 9.4036971629123407, 9.4036971629123407,
5.2264913410385052, 9.4036971629123407, 11.281568865049323,
12.268767582826236, 6.8145224109042717, 9.8772985546857939,
8.7529212170493125, 11.285641401390627, 11.640736360213191,
13.138014458593057, 5.8238816353309932, 8.7089340672310982,
13.225698860934347, 11.373172295898884, 11.829593177665879,
9.9655760505204576, 9.4036971629123407, 12.666171407589463,
4.7186483212809742, 3.4535746538455743, 12.429232255019482,
9.1129794690117034, 13.390758107204846, 11.569034894859001,
5.6717201980526477, 8.4500078974963806, 4.1175421190165666,
2.0935303490026298, 4.1806772555025482, 2.1651994409701549,
6.5788335909999951, 14.624248237424624, 12.429232255019482,
12.429232255019482, 9.9031181105095527, 13.039285736703468,
13.962664455100555, 12.704866697632909, 13.390758107204846,
12.268767582826236, 8.6683221918850908, 15.361213831590829,
10.208785477998003, 4.8785836610392277, 9.4036971629123407,
13.039285736703468, 8.166118337761219, 2.6494297989131965,
9.1626890634085463, 2.0820607160015703, 5.5240754276373298,
12.936192243739363, 9.4036971629123407, 12.704866697632909,
13.039285736703468, 4.1884388546717526, 3.1752856395795073,
6.9163007858923304, 9.7662672422970509, 3.8796521864341567,
12.429232255019482, 13.890962989746363, 4.3792202273771403,
2.1376863805852282, 12.573622164354656, 12.573622164354656,
11.396317632546744, 9.4036971629123407, 6.3230879927030657,
2.9788237046458876, 12.429232255019482, 10.238335686612272,
7.2384764948282001, 7.4258428037922988, 5.6515291621024639,
2.7093169510715032, 13.607569496277993, 4.8125295126644776,
4.5290808867761267, 12.268767582826236, 8.3166565944707784,
6.6353363724706007, 14.867805268759113, 9.4036971629123407,
4.1581590056399724, 12.268767582826236, 14.331051861080578,
8.4861593231043138, 9.4036971629123407, 13.039285736703468,
11.328311150785057, 4.4168079182333049, 12.573622164354656,
11.881744459716984, 10.871620242443278, 12.936192243739363,
14.590695677713597, 13.481428466144905, 9.4036971629123407,
13.909225196139094, 13.796014585691104, 9.6640868474905712,
9.8521673157026974, 12.429232255019482, 1.679273702503477,
12.936192243739363, 13.962664455100555, 2.060755288335117,
12.429232255019482, 12.268767582826236, 9.4036971629123407,
3.6321460844753783, 3.9117873746995686, 4.6180478413835075,
8.6414019634733883, 3.6353641296839214, 5.7285574362438103,
12.429232255019482, 6.1488832638835156, 3.501668890106671,
5.6426650411328536, 6.110915413684495, 4.7070585887097796,
5.5793852508477952, 4.3248483675888831, 9.4036971629123407,
4.7207180427801045, 2.6671081242182035, 9.4036971629123407,
1.9598929443421937, 4.5665377281935386, 6.443790698423463,
13.466706960438144, 12.268767582826236, 5.5635760743443576,
13.390758107204846, 12.429232255019482, 4.4517454193584491,
15.494187696860251, 3.6583846251650534, 3.2841431981335631
), LogRatio.G2 = c(0, 9.4036971629123407, 0, 12.268767582826236,
0, 5.1937624978491064, 8.6857773244366818, 9.4036971629123407,
0, 0, 12.29464621465184, 0, 0, 0, 12.936192243739363, 0,
0, 0, 0, 12.268767582826236, 12.268767582826236, 0, 0, 6.2855800636197019,
0, 12.268767582826236, 13.538856746193979, 11.285641401390627,
12.936192243739363, 12.704866697632909, 10.948858655575524,
12.022606995556835, 12.429232255019478, 12.429232255019482,
0, 11.805795606483688, 12.268767582826236, 0, 11.970358846890553,
12.088195337184413, 13.31058775852086, 12.088195337184413,
10.699153046438514, 13.31058775852086, 12.268767582826236,
14.975720607926, 10.148137877640695, 0, 12.268767582826236,
9.6058025701038048, 10.503232836463258, 10.546954213892576,
12.268767582826232, 13.962664455100555, 12.268767582826236,
11.72296345807619, 12.088195337184413, 12.088195337184413,
11.222332009835949, 11.74201969605037, 12.704866697632909,
0, 0, 9.5431112882405351, 0, 11.881744459716986, 9.4036971629123407,
0, 0, 3.4884449999466205, 4.2818905871503361, 0, 0, 9.4036971629123407,
0, 6.3990519948807263, 13.466706960438144, 0, 0, 0, 8.683403586251627,
12.088195337184413, 9.7662672422970491, 12.088195337184413,
0, 0, 9.8290029976450128, 11.953894245472821, 9.4036971629123407,
12.429232255019482, 11.48823067312401, 9.4036971629123407,
9.4036971629123407, 9.4036971629123407, 11.077468930591355,
9.4036971629123407, 9.7247479728587827, 12.936192243739363,
0, 4.6760410108214199, 0, 0, 12.088195337184413, 12.088195337184413,
12.088195337184413, 8.6490837029267098, 0, 0, 9.2077769529370848,
0, 9.4036971629123407, 0, 0, 9.4036971629123407, 9.8881503473657641,
0, 9.4036971629123407, 0, 12.573622164354653, 10.808087417991675,
10.289108031110409, 0, 0, 0, 0, 0, 12.268767582826236, 0,
0, 0, 12.82516093135062, 12.268767582826236, 12.268767582826236,
12.936192243739363, 12.429232255019482, 13.343192423952786,
12.268767582826236, 11.222332009835949, 6.609457740644995,
5.3538188644120552, 12.088195337184413, 0, 0, 9.4036971629123407,
9.2866577417221237, 15.615932969212619, 12.704866697632909,
9.4036971629123407, 12.936192243739363, 0, 9.4036971629123407,
14.448091282270797, 7.6482483901463887, 0, 9.7662672422970509,
9.0017553212451809, 10.659352038380538, 9.0059376550653347,
8.7376980901002792, 0, 9.4036971629123407, 13.13550105196277,
9.7110377215766572, 8.4271561357363289, 0, 12.268767582826236,
12.268767582826236, 0, 9.4036971629123407, 0, 0, 0, 6.8766776606457345,
9.4036971629123407, 10.942117077696469, 9.6058025701038048,
0, 12.900122989031843, 12.268767582826236, 11.805795606483688,
9.4036971629123407, 12.339734104180376, 12.936192243739363,
12.088195337184413, 14.247393932033667, 13.039285736703468,
12.088195337184413, 12.429232255019482, 12.268767582826236,
13.31058775852086, 0, 2.7635472627587294, 0, 9.4036971629123407,
13.039285736703468, 9.4036971629123407, 0, 0, 0, 9.4036971629123407,
11.420770676271285, 11.042598470744302, 6.5144958013160812,
7.455105578278757, 9.4036971629123407, 4.8087740953728924,
6.4402230389374555, 0, 8.6723789820193993, 9.5828211012011195,
3.7780551705108274, 1.5786067460784916, 9.4036971629123407,
3.9307880403575033, 11.474086490803739, 9.4036971629123407,
9.4036971629123407, 9.4036971629123407, 3.81962266971856,
12.088195337184413, 12.573622164354656, 8.8316432511490746,
10.449793577501797, 10.862026225102481, 8.5223416594109604,
9.4036971629123407, 11.025653871115701, 3.0128723875200096,
12.268767582826236, 5.4788917020481041, 12.429232255019482,
9.4614126607686302, 4.146158405548821, 6.6174810079128878,
12.088195337184413, 12.088195337184413, 14.289829198354063,
10.56596859181122, 11.550538551241612, 9.7662672422970509,
12.573622164354656, 12.088195337184413, 10.376320723981037,
10.966800229669758, 5.7241232326344722, 4.3908236380826864,
9.4036971629123407, 9.4036971629123407, 9.4036971629123407,
12.429232255019482, 9.3903387800573235, 8.2408418685532574,
11.640736360213189, 12.088195337184413, 13.13550105196277,
12.82516093135062, 12.163157394865632, 10.800214574220387,
11.913108630626322, 12.088195337184413, 10.55476313710334,
8.3498104659328725, 10.988659663633499, 11.640736360213189,
9.2006700664428251, 9.1181109150886996, 9.1513515194742645,
10.002334600530574, 8.450491374391282, 10.271907290356801,
11.921545467774962, 12.900122989031839, 8.5663296717882993,
12.704866697632909, 7.6262887772352697, 7.3729825415464942,
8.8544944253087863, 8.9416343288076092, 8.3393793163890493,
9.4252303244619817, 9.2653690063643666, 8.5574532274611421,
9.4036971629123407, 7.7425853232653896, 10.709683713930684,
9.9727181197644761, 9.053297129199823, 9.6364993673267207,
12.268767582826236, 10.683805082105078, 12.268767582826236,
8.5749685900621699, 7.3986261733649208, 9.4036971629123407,
12.088195337184413, 9.4036971629123407, 9.4036971629123407,
11.351229743018205, 12.704866697632909, 12.088195337184413,
11.640736360213189, 8.1114832920783222, 8.3986991471123709,
12.429232255019482, 12.268767582826236, 12.82516093135062,
12.573622164354656, 11.74201969605037, 10.56596859181122,
12.268767582826236, 9.3435761704747708, 9.4036971629123407,
11.550538551241612, 12.088195337184413, 12.088195337184413,
11.550538551241612, 11.587297101251728, 11.413965498366167,
13.538856746193979, 11.164816618787325, 11.842034749915015,
12.936192243739363, 12.199226649573156, 5.324318186764625,
11.725625257799702, 9.4036971629123407, 13.607569496277993,
12.268767582826236, 11.413965498366167, 12.900122989031839,
8.2797084456368886, 5.2190612861238694, 8.3487614874274563,
13.85373008354739, 4.8822721375047013, 4.9115454254922817,
9.4036971629123407, 13.31058775852086, 12.429232255019482,
12.704866697632909, 12.704866697632905, 12.268767582826236,
12.573622164354656, 11.790113984251416, 11.373554289689661,
10.784645771611906, 10.851658733527694, 12.126163187383433,
9.4036971629123407, 9.84122929997827, 9.4036971629123407,
4.1048339157158278, 8.4913912238187415, 8.8461205499862636,
9.4036971629123407, 3.5339048690925661, 4.31271500748778,
12.82516093135062, 13.039285736703468, 12.268767582826236,
8.2305272571520689, 9.4036971629123407, 10.541200686662277,
11.881744459716984, 12.704866697632909, 12.429232255019482,
13.111165859834051, 12.900122989031839, 12.088195337184413,
12.088195337184413, 14.014194755740636, 14.158584665075811,
13.153997395580156, 13.082842102690208, 14.063947790937736,
13.31058775852086, 14.014194755740636, 12.82516093135062,
12.936192243739363, 12.573622164354656, 9.4036971629123407,
7.6404108790971144, 9.0411270835276341, 12.82516093135062,
8.2562667992571157, 9.4036971629123407, 3.073072450839609,
5.417628493763698, 4.7966744755817601, 5.0140483097562019,
1.99381617809461, 9.4036971629123407, 13.416521203269925,
13.225698860934347, 12.292813056792884, 13.538856746193979,
13.416521203269925, 12.429232255019482, 9.4036971629123407,
7.6908291077100266, 8.762646926618352, 8.8391987647509005,
7.2280989530548343, 2.4932117962486195, 12.429232255019482,
15.475925490467521, 12.316464324857529, 6.4453774310391649,
12.936192243739363, 9.4036971629123407, 12.429232255019482,
12.704866697632909, 4.9743006352770278, 12.82516093135062,
12.268767582826236, 9.4036971629123407, 12.704866697632909,
12.429232255019482, 12.786166799734755, 7.0608243656682719,
12.088195337184413, 9.4036971629123407, 9.4036971629123407,
4.2277129545755665, 12.429232255019482, 9.4036971629123407,
5.4690641849086781, 9.5403858348807233, 12.82516093135062,
10.879381322348504, 13.31058775852086, 12.662431431312509,
12.429232255019482, 3.3642087498504418, 13.390758107204846,
7.4088836096276776, 5.542648560758523, 9.4036971629123407,
12.268767582826236, 11.396317632546744, 12.022606995556835,
9.4036971629123407, 6.0740334192453735, 12.268767582826236,
13.225698860934347, 13.13550105196277, 12.088195337184413,
2.4021958373015844, 12.74608936035942, 11.113286318147242,
4.1219472380059088, 8.3294033805650276, 12.429232255019482,
8.9103434199704701, 13.629765242392187, 13.718245727434105,
12.82516093135062, 12.704866697632909, 9.4036971629123407,
11.725625257799702, 10.067783877161451, 13.796014585691104,
11.687657407600684, 13.890962989746363, 11.133049572968673,
10.58340318514724, 11.396317632546744, 12.429232255019482,
12.268767582826236, 13.466706960438144, 12.268767582826236,
12.429232255019482, 9.574786097488289, 7.4277681679154206,
12.936192243739363, 9.4036971629123407, 9.4036971629123407,
13.466706960438144, 12.429232255019482, 9.4036971629123407,
7.6004583493269688, 4.8071153408087319, 9.4036971629123407,
8.043142302518369, 9.3188082653258277, 9.4036971629123407,
9.4036971629123407, 9.2834029291946294, 7.7374345600893371,
14.112042079138782, 12.268767582826236, 13.607569496277993,
12.82516093135062, 12.429232255019482, 5.0772611337712839,
4.7844464046238748, 12.573622164354656, 12.671763255833817,
10.473331350749394, 9.4036971629123407, 13.31058775852086,
3.6863327968260373, 14.112042079138782, 9.4036971629123407,
9.4036971629123407, 9.5884801230817676, 2.9462501553687446,
3.9954381962645598, 12.704866697632909, 12.704866697632909,
12.429232255019482, 14.55634417292282, 14.289829198354063,
12.704866697632909, 12.704866697632909, 13.13550105196277,
13.390758107204842, 12.573622164354656, 4.7803134756929122,
12.429232255019482, 12.936192243739363, 12.268767582826236,
4.7154895061477422, 3.6165920525446333, 6.5819151702194576,
7.3093123539519649, 10.022182236230673, 9.0778001658220333,
12.429232255019482, 12.704866697632909, 6.180460319520245,
9.4036971629123407, 12.268767582826236, 12.009123766193213,
12.573622164354656, 12.429232255019482, 5.1370358942221106,
9.2432324907190946, 6.2846824814212017, 6.2365687604380851,
5.8298683417792718, 3.1471135999683555, 3.5677355005055693,
15.100167978850489, 13.13550105196277, 11.943805427849238,
14.247393932033667, 4.8273477924958925, 9.4036971629123407,
8.1584043394658146, 6.1154909324090934, 9.4036971629123407,
12.429232255019482, 7.0093856900014933, 12.82516093135062,
6.2288619941529673, 12.82516093135062, 6.2561027225374897,
3.2782358569197827, 9.4036971629123407, 9.4036971629123407,
5.2264913410385052, 9.4036971629123407, 11.281568865049323,
12.268767582826236, 6.8145224109042717, 9.8772985546857939,
8.7529212170493125, 11.285641401390627, 11.640736360213191,
13.138014458593057, 5.8238816353309932, 8.7089340672310982,
13.225698860934347, 11.373172295898884, 11.829593177665879,
9.9655760505204576, 9.4036971629123407, 12.666171407589463,
4.7186483212809742, 3.4535746538455743, 12.429232255019482,
9.1129794690117034, 13.390758107204846, 11.569034894859001,
5.6717201980526477, 8.4500078974963806, 4.1175421190165666,
2.0935303490026298, 4.1806772555025482, 2.1651994409701549,
6.5788335909999951, 14.624248237424624, 12.429232255019482,
12.429232255019482, 9.9031181105095527, 13.039285736703468,
13.962664455100555, 12.704866697632909, 13.390758107204846,
12.268767582826236, 8.6683221918850908, 15.361213831590829,
10.208785477998003, 4.8785836610392277, 9.4036971629123407,
13.039285736703468, 8.166118337761219, 2.6494297989131965,
9.1626890634085463, 2.0820607160015703, 5.5240754276373298,
12.936192243739363, 9.4036971629123407, 12.704866697632909,
13.039285736703468, 4.1884388546717526, 3.1752856395795073,
6.9163007858923304, 9.7662672422970509, 3.8796521864341567,
12.429232255019482, 13.890962989746363, 4.3792202273771403,
2.1376863805852282, 12.573622164354656, 12.573622164354656,
11.396317632546744, 9.4036971629123407, 6.3230879927030657,
2.9788237046458876, 12.429232255019482, 10.238335686612272,
7.2384764948282001, 7.4258428037922988, 5.6515291621024639,
2.7093169510715032, 13.607569496277993, 4.8125295126644776,
4.5290808867761267, 12.268767582826236, 8.3166565944707784,
6.6353363724706007, 14.867805268759113, 9.4036971629123407,
4.1581590056399724, 12.268767582826236, 14.331051861080578,
8.4861593231043138, 9.4036971629123407, 13.039285736703468,
11.328311150785057, 4.4168079182333049, 12.573622164354656,
11.881744459716984, 10.871620242443278, 12.936192243739363,
14.590695677713597, 13.481428466144905, 9.4036971629123407,
13.909225196139094, 13.796014585691104, 9.6640868474905712,
9.8521673157026974, 12.429232255019482, 1.679273702503477,
12.936192243739363, 13.962664455100555, 2.060755288335117,
12.429232255019482, 12.268767582826236, 9.4036971629123407,
3.6321460844753783, 3.9117873746995686, 4.6180478413835075,
8.6414019634733883, 3.6353641296839214, 5.7285574362438103,
12.429232255019482, 6.1488832638835156, 3.501668890106671,
5.6426650411328536, 6.110915413684495, 4.7070585887097796,
5.5793852508477952, 4.3248483675888831, 9.4036971629123407,
4.7207180427801045, 2.6671081242182035, 9.4036971629123407,
1.9598929443421937, 4.5665377281935386, 6.443790698423463,
13.466706960438144, 12.268767582826236, 5.5635760743443576,
13.390758107204846, 12.429232255019482, 4.4517454193584491,
15.494187696860251, 3.6583846251650534, 3.2841431981335631
), SM = c(17.480923715934829, 25.735597992713796, 17.480923715934829,
68.969413763806287, 17.480923715934829, 34.898871880820479,
158.50323124702888, 25.735597992713796, 17.480923715934829,
17.480923715934829, 810.32789935797041, 17.480923715934829,
17.480923715934829, 17.480923715934829, 111.45029736618521,
17.480923715934829, 17.480923715934829, 17.480923715934829,
17.480923715934829, 68.969413763806287, 68.969413763806287,
17.480923715934829, 17.480923715934829, 69.124312880466846,
17.480923715934829, 68.969413763806287, 170.9235344095157,
169.5016773200667, 111.45029736618521, 94.457943925233636,
467.46491904776553, 174.31973497473527, 232.10245491218808,
77.465590484282075, 17.480923715934829, 149.55571214439837,
68.969413763806287, 17.480923715934829, 806.32989182499114,
60.473237043330499, 145.43500424808835, 60.473237043330499,
230.64256760942052, 145.43500424808835, 68.969413763806287,
468.28971962616822, 156.52315402505516, 17.480923715934829,
68.969413763806287, 355.49491718401941, 168.22878183032952,
239.35735635468313, 207.33843208185115, 230.39677145284622,
68.969413763806287, 1063.5683413336601, 60.473237043330499,
60.473237043330499, 383.90686091247738, 233.71385092611916,
94.457943925233636, 17.480923715934829, 17.480923715934829,
683.42092665058783, 17.480923715934829, 157.81038642117736,
25.735597992713796, 17.480923715934829, 17.480923715934829,
11.131608118723097, 19.370678354749611, 17.480923715934829,
17.480923715934829, 25.735597992713796, 17.480923715934829,
79.41395720236811, 162.42735768903995, 17.480923715934829,
17.480923715934829, 17.480923715934829, 386.4524821812185,
60.473237043330499, 356.10794392486218, 60.473237043330499,
17.480923715934829, 17.480923715934829, 163.02528072915871,
166.06506069795628, 25.735597992713796, 77.465590484282075,
862.62888057147268, 25.735597992713796, 25.735597992713796,
25.735597992713796, 251.89555550632772, 25.735597992713796,
657.17603057817735, 111.45029736618521, 17.480923715934829,
25.339203148958504, 17.480923715934829, 17.480923715934829,
60.473237043330499, 60.473237043330499, 60.473237043330499,
163.11670392205599, 17.480923715934829, 17.480923715934829,
166.9138064803046, 17.480923715934829, 25.735597992713796,
17.480923715934829, 17.480923715934829, 25.735597992713796,
607.80823497074073, 17.480923715934829, 25.735597992713796,
17.480923715934829, 256.86647774252498, 358.81902908926099,
374.40876994721526, 17.480923715934829, 17.480923715934829,
17.480923715934829, 17.480923715934829, 17.480923715934829,
68.969413763806287, 17.480923715934829, 17.480923715934829,
17.480923715934829, 102.95412064570942, 68.969413763806287,
68.969413763806287, 111.45029736618521, 77.465590484282075,
715.3051529715126, 68.969413763806287, 383.90686091247738,
88.294574178798939, 38.731938666098131, 60.473237043330499,
17.480923715934829, 17.480923715934829, 25.735597992713796,
203.23243877198894, 731.67119796091765, 94.457943925233636,
25.735597992713796, 111.45029736618521, 17.480923715934829,
25.735597992713796, 323.8547153780799, 176.68709573361826,
17.480923715934829, 445.45730010317351, 208.82515550166801,
149.32150722798858, 282.43548516940228, 295.50946093140738,
17.480923715934829, 25.735597992713796, 128.44265080713677,
428.66623508374045, 250.81994309477946, 17.480923715934829,
68.969413763806287, 68.969413763806287, 17.480923715934829,
25.735597992713796, 17.480923715934829, 17.480923715934829,
17.480923715934829, 99.075295630479062, 25.735597992713796,
229.07734450378274, 168.9250867835149, 17.480923715934829,
898.41153391176829, 68.969413763806287, 149.55571214439837,
25.735597992713796, 485.17910572589938, 111.45029736618521,
60.473237043330499, 281.37383177570092, 119.946474086661,
60.473237043330499, 77.465590484282075, 68.969413763806287,
145.43500424808835, 17.480923715934829, 6.7736533016699125,
17.480923715934829, 25.735597992713796, 119.946474086661,
25.735597992713796, 17.480923715934829, 17.480923715934829,
17.480923715934829, 25.735597992713796, 320.35018851396256,
381.63628885729952, 83.023228026236254, 152.03443925211261,
25.735597992713796, 27.564909156959594, 77.562242225692117,
17.480923715934829, 380.83592228438988, 380.90955736696787,
13.634666764849143, 2.9839975298761923, 25.735597992713796,
15.035573197942687, 193.5812424223364, 25.735597992713796,
25.735597992713796, 25.735597992713796, 14.022916096615951,
60.473237043330499, 85.961767204757848, 314.17516470906685,
193.58286081723782, 372.58859409651427, 244.3008664071528,
25.735597992713796, 289.93809847691278, 8.0478396104481806,
68.969413763806287, 42.914487352556989, 77.465590484282075,
165.10156539322924, 17.534714224823642, 90.461684172762077,
60.473237043330499, 60.473237043330499, 289.87000849617669,
175.8348521645112, 124.79168931406144, 172.92990149134229,
85.961767204757848, 60.473237043330499, 289.9812170065556,
437.93870950138302, 49.203131877419253, 20.685479701585695,
25.735597992713796, 25.735597992713796, 25.735597992713796,
77.465590484282075, 387.96667915742381, 279.06935287729777,
217.66080752460607, 60.473237043330499, 128.44265080713677,
102.95412064570942, 313.97906793368475, 164.94279087905417,
360.20883651737444, 60.473237043330499, 208.40674353411092,
203.25464273136683, 718.58722746724766, 133.04636359084043,
206.57357692214978, 187.91333138615968, 294.28165738331597,
184.18118474155941, 220.8973729541018, 351.56863319529651,
541.94410466375484, 322.90387195675675, 210.11120643317179,
94.457943925233636, 180.87550406567249, 139.96225256000236,
162.05065078779344, 205.23589182222784, 308.994802572482,
148.74906507967478, 164.23973924599747, 152.95927023769778,
25.735597992713796, 182.14479668671876, 268.26725726624198,
159.85512884789625, 232.19401272709075, 248.69878046293445,
68.969413763806287, 191.04699283287448, 68.969413763806287,
162.51127072277771, 156.23875133872141, 25.735597992713796,
60.473237043330499, 25.735597992713796, 25.735597992713796,
243.04920913438229, 94.457943925233636, 60.473237043330499,
133.04636359084043, 179.64915393163605, 323.94928208769426,
77.465590484282075, 68.969413763806287, 102.95412064570942,
85.961767204757848, 233.71385092611916, 175.8348521645112,
68.969413763806287, 151.95533262564072, 25.735597992713796,
124.79168931406144, 60.473237043330499, 60.473237043330499,
124.79168931406144, 209.6342858238495, 185.55472072157986,
170.9235344095157, 319.58586391065893, 737.48206678872509,
111.45029736618521, 322.00558963444126, 39.735679285407322,
141.30103786761939, 25.735597992713796, 179.41971112999147,
68.969413763806287, 185.55472072157986, 322.90387195675675,
171.99074668373163, 36.447043710511949, 158.48639647920481,
213.40441801189462, 28.576672195624145, 29.951405445171964,
25.735597992713796, 145.43500424808835, 77.465590484282075,
94.457943925233636, 281.63050057286188, 68.969413763806287,
85.961767204757848, 241.74037262687574, 1214.835974019152,
282.72220772202138, 697.42147804558726, 1527.0022840348547,
25.735597992713796, 245.989533837327, 25.735597992713796,
17.058995275515365, 303.69112570184041, 172.14855323622197,
25.735597992713796, 11.51565227654309, 19.512040325626874,
102.95412064570942, 119.946474086661, 68.969413763806287,
261.75372435825119, 25.735597992713796, 268.80480079116234,
257.79341602838883, 94.457943925233636, 77.465590484282075,
2530.4955884322017, 322.90387195675675, 60.473237043330499,
60.473237043330499, 238.892948173322, 264.38147833474937,
627.01341426319038, 1020.1086592586747, 247.38912489379777,
145.43500424808835, 238.892948173322, 102.95412064570942,
111.45029736618521, 85.961767204757848, 25.735597992713796,
170.54931398820364, 148.44832380880538, 102.95412064570942,
159.59314232654563, 25.735597992713796, 8.3737100696204845,
42.254377744441385, 27.372418748883707, 31.779991169647811,
3.9802133822462737, 25.735597992713796, 463.23333466199927,
136.93882752761257, 469.55782207483372, 170.9235344095157,
463.23333466199927, 77.465590484282075, 25.735597992713796,
158.97415341378948, 287.32272020031883, 304.57409036116246,
119.65195946418999, 5.612920843509837, 77.465590484282075,
663.70178419711124, 477.36846390036658, 75.691940844825922,
111.45029736618521, 25.735597992713796, 77.465590484282075,
94.457943925233636, 30.419273931370164, 102.95412064570942,
68.969413763806287, 25.735597992713796, 94.457943925233636,
77.465590484282075, 298.13984912641985, 110.76862143656355,
60.473237043330499, 25.735597992713796, 25.735597992713796,
18.497455849108082, 77.465590484282075, 25.735597992713796,
44.016794593531493, 187.15782214522758, 102.95412064570942,
772.56272498354929, 145.43500424808835, 273.37582629608295,
77.465590484282075, 10.226089682548201, 153.93118096856415,
142.50202828723255, 43.929560519908492, 25.735597992713796,
68.969413763806287, 250.85985095991509, 174.31973497473527,
25.735597992713796, 62.647620740583569, 68.969413763806287,
136.93882752761257, 128.44265080713677, 60.473237043330499,
5.2785062006758476, 289.88517484964092, 485.01609347700997,
17.152946494387763, 199.02106595104959, 77.465590484282075,
248.76418098550673, 537.52540315300996, 1266.2432882791804,
102.95412064570942, 94.457943925233636, 25.735597992713796,
141.30103786761939, 852.77301790416811, 204.90824129141885,
460.41274972095306, 644.8361687511366, 491.74143404495658,
141.51086540245578, 250.85985095991509, 77.465590484282075,
68.969413763806287, 162.42735768903995, 68.969413763806287,
77.465590484282075, 354.46467290311307, 150.12275573405515,
111.45029736618521, 25.735597992713796, 25.735597992713796,
162.42735768903995, 77.465590484282075, 25.735597992713796,
139.27643034040057, 27.128736186059456, 25.735597992713796,
201.03389617320821, 170.52818498379207, 25.735597992713796,
25.735597992713796, 326.86572827583126, 162.49744882534847,
255.88530161427354, 68.969413763806287, 179.41971112999147,
102.95412064570942, 77.465590484282075, 32.548440376673263,
26.897757757345392, 85.961767204757848, 1659.0852501789363,
519.41067679790797, 25.735597992713796, 145.43500424808835,
12.764984473449642, 255.88530161427354, 25.735597992713796,
25.735597992713796, 193.58545283533113, 7.679583616929949,
15.691050835730687, 94.457943925233636, 94.457943925233636,
77.465590484282075, 349.34324553950728, 289.87000849617669,
94.457943925233636, 94.457943925233636, 128.44265080713677,
454.97866038522028, 85.961767204757848, 26.657582947079185,
77.465590484282075, 111.45029736618521, 68.969413763806287,
25.802982454731602, 12.193151648057492, 85.876516596365335,
138.92165278880074, 560.00004978902007, 263.79967820813312,
77.465590484282075, 94.457943925233636, 69.681940290255653,
25.735597992713796, 68.969413763806287, 281.87298113065856,
85.961767204757848, 77.465590484282075, 34.323289916337302,
276.09927606338215, 72.183373467543845, 67.355774331384467,
54.108821504742693, 8.8099489201151808, 11.768159390709215,
510.77060322854709, 128.44265080713677, 368.01947834290723,
281.37383177570092, 27.805356367424597, 25.735597992713796,
185.62573500282261, 66.491636850260491, 25.735597992713796,
77.465590484282075, 114.30156483558652, 102.95412064570942,
69.71697827486669, 102.95412064570942, 72.916376603600185,
9.6397565330530472, 25.735597992713796, 25.735597992713796,
36.537428998113505, 25.735597992713796, 816.67348160312031,
68.969413763806287, 93.580120986247181, 252.27797957512158,
313.64230829176745, 169.5016773200667, 445.58886700407993,
3195.1749936908191, 53.914507821217654, 221.75486123928545,
136.93882752761257, 796.32738406694386, 586.27616729338945,
283.86186339979952, 25.735597992713796, 1652.6576194888328,
25.794467221112686, 10.876085534882735, 77.465590484282075,
426.42436513771924, 153.93118096856415, 550.88352095650521,
48.436221849955984, 227.46180250112852, 17.27514565131332,
4.2597273553676382, 17.935030270397377, 4.4787446516263127,
88.198986349504878, 366.33559898045883, 77.465590484282075,
77.465590484282075, 476.00975020079471, 119.946474086661,
230.39677145284622, 94.457943925233636, 153.93118096856415,
68.969413763806287, 322.32543949402219, 612.7247238742566,
188.76502975945513, 28.919318411011421, 25.735597992713796,
119.946474086661, 211.58081853729414, 6.2572852278360171,
208.14990643150139, 4.2263463512364225, 44.894835076214861,
111.45029736618521, 25.735597992713796, 94.457943925233636,
119.946474086661, 18.16145872251116, 8.9789780645018027,
110.38899420616909, 155.97331272502512, 14.612612963822679,
77.465590484282075, 644.8361687511366, 20.474311222523465,
4.3921037566178533, 85.961767204757848, 85.961767204757848,
250.85985095991509, 25.735597992713796, 73.349316417740312,
7.8653427021612288, 77.465590484282075, 378.60552205102118,
144.47500199578047, 150.08619311873238, 48.816072013223057,
6.5174282479497716, 179.41971112999147, 27.134975087627694,
22.846463571971469, 68.969413763806287, 149.85078422588396,
89.898214178159606, 434.30501274426513, 25.735597992713796,
17.716020744060419, 68.969413763806287, 298.36618521665253,
227.87644402829184, 25.735597992713796, 119.946474086661,
1739.7306326807309, 21.164119276682367, 85.961767204757848,
257.79341602838883, 260.29033304316664, 111.45029736618521,
357.83942225998294, 787.54384827832166, 25.735597992713796,
221.90059473237042, 204.90824129141885, 295.5213507448787,
812.30768048337382, 77.465590484282075, 3.1986172543616243,
111.45029736618521, 230.39677145284622, 4.1635394645773287,
77.465590484282075, 68.969413763806287, 25.735597992713796,
12.365385952472451, 14.888897223266572, 24.26453562251654,
296.85666367747177, 12.359433569472495, 49.383746626304124,
77.465590484282075, 66.790962418275157, 11.254644485854033,
47.778692773963357, 62.726186925226983, 25.371828240385902,
46.568935821341746, 19.855017299426873, 25.735597992713796,
25.600282835148409, 6.3238739352273292, 25.735597992713796,
3.882758926483604, 23.420222781399985, 80.640873478771695,
162.42735768903995, 68.969413763806287, 45.735677627042747,
153.93118096856415, 77.465590484282075, 21.388939037025178,
672.19796091758701, 12.513387294714381, 9.6858492938885536
), LRC = c(0, 0.98836409028735916, 0, 6.0208520251917079,
0, 4.3819287137577136, 6.7157338951967249, 0.98836409028735916,
0, 0, 10.096281627912186, 0, 0, 0, 7.297356489875896, 0,
0, 0, 0, 6.0208520251917079, 6.0208520251917079, 0, 0, 5.3103358891813492,
0, 6.0208520251917079, 8.2204241531440481, 7.7302083690049459,
7.297356489875896, 6.8936261757752746, 8.9951075958118203,
7.9766683750578435, 8.5356949440316736, 6.3619787916911124,
0, 7.656575963090841, 6.0208520251917079, 0, 9.9739641681680098,
5.602621569093289, 7.8888354264091873, 5.602621569093289,
8.0084302410370896, 7.8888354264091873, 6.0208520251917079,
10.01596031911636, 7.215605009652208, 0, 6.0208520251917079,
8.1762847137912953, 7.4614933030362813, 8.0051839352577829,
8.320717794219707, 8.79300007725824, 6.0208520251917079,
10.163151124645376, 5.602621569093289, 5.602621569093289,
8.8647523930609431, 8.3674462244512391, 6.8936261757752746,
0, 0, 9.1322385165958124, 0, 7.7707303121626454, 0.98836409028735916,
0, 0, 2.9572647016605624, 3.9764596986572665, 0, 0, 0.98836409028735916,
0, 5.7571499505159593, 8.1176332792013195, 0, 0, 0, 8.2982888515446245,
5.602621569093289, 8.2317196403432291, 5.602621569093289,
0, 0, 7.163260199216106, 7.8771110936003952, 0.98836409028735916,
6.3619787916911124, 9.8613412882923335, 0.98836409028735916,
0.98836409028735916, 0.98836409028735916, 8.2652840548300919,
0.98836409028735916, 9.0194953409496872, 7.297356489875896,
0, 4.285452491097268, 0, 0, 5.602621569093289, 5.602621569093289,
5.602621569093289, 6.7541088404744904, 0, 0, 6.9708773132425526,
0, 0.98836409028735916, 0, 0, 0.98836409028735916, 8.931872981084922,
0, 0.98836409028735916, 0, 8.7237552709679616, 8.6295099222499569,
8.4839306879296359, 0, 0, 0, 0, 0, 6.0208520251917079, 0,
0, 0, 7.1078047330350378, 6.0208520251917079, 6.0208520251917079,
7.297356489875896, 6.3619787916911124, 10.280015672332942,
6.0208520251917079, 8.8647523930609431, 5.8122741075116267,
4.5233071164457357, 5.602621569093289, 0, 0, 0.98836409028735916,
7.3030512265750041, 10.727320917577027, 6.8936261757752746,
0.98836409028735916, 7.297356489875896, 0, 0.98836409028735916,
9.3987275216843855, 6.9587762797560604, 0, 8.5101715318556188,
7.2502175472510073, 7.3168377341593143, 7.6970287166977682,
7.7288747590916156, 0, 0.98836409028735916, 7.6205232603801534,
8.4457373439322438, 7.4485792306430749, 0, 6.0208520251917079,
6.0208520251917079, 0, 0.98836409028735916, 0, 0, 0, 5.8783327187118637,
0.98836409028735916, 8.0842934438142606, 7.1362011770059652,
0, 10.412481431195015, 6.0208520251917079, 7.656575963090841,
0.98836409028735916, 9.5238191267781147, 7.297356489875896,
5.602621569093289, 9.1535813282574825, 7.4670755589507509,
5.602621569093289, 6.3619787916911124, 6.0208520251917079,
7.8888354264091873, 0, 2.4033311979010752, 0, 0.98836409028735916,
7.4670755589507509, 0.98836409028735916, 0, 0, 0, 0.98836409028735916,
8.7059126784272927, 8.7918860492920921, 5.7145648073962265,
6.6822482748278453, 0.98836409028735916, 4.289197330907518,
5.5457634149126189, 0, 8.2647288740994966, 8.2577226458652842,
3.3552422446351748, 1.2708349275194371, 0.98836409028735916,
3.3085232128086055, 8.0010312672085373, 0.98836409028735916,
0.98836409028735916, 0.98836409028735916, 3.3775064154895929,
5.602621569093289, 6.6481840446453484, 7.8333885688152076,
7.6617421816259013, 8.6955917030687413, 7.4003732528580608,
0.98836409028735916, 8.438251139932575, 2.6471293289443016,
6.0208520251917079, 4.8183354674980254, 6.3619787916911124,
7.0457399337759812, 3.6665975267545599, 5.907834044169527,
5.602621569093289, 5.602621569093289, 9.2059821721416544,
7.5543615953434502, 7.2545154076426313, 7.2335661614895059,
6.6481840446453484, 5.602621569093289, 8.1986415442378995,
8.9267385369165719, 4.8613346854356347, 3.8510546223274478,
0.98836409028735916, 0.98836409028735916, 0.98836409028735916,
6.3619787916911124, 8.2302353577543759, 7.7638427118515132,
8.2312660867113987, 5.602621569093289, 7.6205232603801534,
7.1078047330350378, 8.9083520130249667, 7.5314036464528451,
9.0178329470712075, 5.602621569093289, 7.8098694514451346,
7.0723299106097111, 9.4805148242260859, 7.400063425269285,
7.2978281114000429, 7.1264443771659272, 7.7907961841671405,
7.4202341594046608, 7.2237802314565194, 8.4010271589678638,
9.5192788611578631, 9.1331325565370172, 7.1538362184315707,
6.8936261757752746, 7.0570465602269641, 6.5062811282334119,
6.8035306850660131, 7.2059025936466021, 7.9846640697124922,
6.8606954844437018, 6.9654617936027234, 6.6194374984559632,
0.98836409028735916, 6.9707079995510721, 8.2207914947890472,
7.1852505899515249, 7.4236669461192255, 7.7163665513298039,
6.0208520251917079, 7.7250940447395244, 6.0208520251917079,
6.7283777659007216, 6.8406816964891659, 0.98836409028735916,
5.602621569093289, 0.98836409028735916, 0.98836409028735916,
8.305577419978297, 6.8936261757752746, 5.602621569093289,
7.400063425269285, 6.8408946651389648, 8.0717805064334591,
6.3619787916911124, 6.0208520251917079, 7.1078047330350378,
6.6481840446453484, 8.3674462244512391, 7.5543615953434502,
6.0208520251917079, 6.8662656140382321, 0.98836409028735916,
7.2545154076426313, 5.602621569093289, 5.602621569093289,
7.2545154076426313, 8.1583079763188771, 7.915912834072957,
8.2204241531440481, 8.6145292526300796, 9.8320150434411424,
7.297356489875896, 8.9530417190630409, 5.0121482880462036,
7.5334936031188375, 0.98836409028735916, 8.3167322120993283,
6.0208520251917079, 7.915912834072957, 9.1331325565370172,
6.7699218305628506, 4.6918728989340392, 6.6348086122305201,
8.6503803348065738, 4.167841931569372, 4.640064282612852,
0.98836409028735916, 7.8888354264091873, 6.3619787916911124,
6.8936261757752746, 8.8907671511623665, 6.0208520251917079,
6.6481840446453484, 8.4312009250794162, 10.164283023023867,
8.3180985518090633, 9.3971536870191041, 10.672729139712846,
0.98836409028735916, 7.7772490203631195, 0.98836409028735916,
3.6493128088454037, 7.8134812679843328, 6.9002257820129529,
0.98836409028735916, 3.0933766411663837, 3.6771965249032399,
7.1078047330350378, 7.4670755589507509, 6.0208520251917079,
7.5954102746392227, 0.98836409028735916, 8.1611274883162839,
8.5511472703483307, 6.8936261757752746, 6.3619787916911124,
11.530551300033963, 9.1331325565370172, 5.602621569093289,
5.602621569093289, 8.8595072807403721, 9.0428517426433235,
10.069957879854464, 10.61005971500062, 8.9231703223559435,
7.8888354264091873, 8.8595072807403721, 7.1078047330350378,
7.297356489875896, 6.6481840446453484, 0.98836409028735916,
6.8635503556610384, 6.7183354870918448, 7.1078047330350378,
6.6321282038546281, 0.98836409028735916, 2.6109022147641423,
5.0597026522470863, 4.2981989439026727, 4.5260202316745533,
1.739272155584799, 0.98836409028735916, 9.7457781187449033,
7.7604087499168877, 9.4693184583361152, 8.2204241531440481,
9.7457781187449033, 6.3619787916911124, 0.98836409028735916,
6.6581483056222632, 7.6845171324464108, 7.7842440902920949,
6.1618792483134133, 2.0708124350921602, 6.3619787916911124,
10.574436492315037, 9.4968223521370838, 5.430435538790837,
7.297356489875896, 0.98836409028735916, 6.3619787916911124,
6.8936261757752746, 4.2647099266344259, 7.1078047330350378,
6.0208520251917079, 0.98836409028735916, 6.8936261757752746,
6.3619787916911124, 8.9925197804937902, 6.062168107062841,
5.602621569093289, 0.98836409028735916, 0.98836409028735916,
3.6880733889121742, 6.3619787916911124, 0.98836409028735916,
5.2075459802151762, 7.2710020735146612, 7.1078047330350378,
9.516115372448251, 7.8888354264091873, 8.837151159377612,
6.3619787916911124, 2.8595516104153491, 8.0074655512579689,
6.5302779065308352, 4.7213380447911879, 0.98836409028735916,
6.0208520251917079, 8.3651638901190033, 7.9766683750578435,
0.98836409028735916, 5.2943346300851095, 6.0208520251917079,
7.7604087499168877, 7.6205232603801534, 5.602621569093289,
2.0942458857449791, 8.9425156132092543, 9.0994125204563723,
3.5177100074447138, 7.0338727175984861, 6.3619787916911124,
7.48761598380836, 9.9893109196520324, 11.041688355757312,
7.1078047330350378, 6.8936261757752746, 0.98836409028735916,
7.5334936031188375, 9.4205910467974139, 8.573633619574677,
9.2478556642593386, 10.281773673673698, 9.1225078469703114,
7.1976997786195813, 8.3651638901190033, 6.3619787916911124,
6.0208520251917079, 8.1176332792013195, 6.0208520251917079,
6.3619787916911124, 8.1627561888383582, 6.6688979006173152,
7.297356489875896, 0.98836409028735916, 0.98836409028735916,
8.1176332792013195, 6.3619787916911124, 0.98836409028735916,
6.3788451094604071, 4.0768794217826994, 0.98836409028735916,
7.0732250033904807, 7.0450000199691099, 0.98836409028735916,
0.98836409028735916, 7.9708706821423005, 6.6925710535540928,
8.9842176741107771, 6.0208520251917079, 8.3167322120993283,
7.1078047330350378, 6.3619787916911124, 4.3488856980509834,
4.1450316951247439, 6.6481840446453484, 10.961829942233789,
8.933402694301229, 0.98836409028735916, 7.8888354264091873,
3.1760142125764341, 8.9842176741107771, 0.98836409028735916,
0.98836409028735916, 7.339880781027043, 2.5377425363679444,
3.3376824342504863, 6.8936261757752746, 6.8936261757752746,
6.3619787916911124, 9.5283222548280655, 9.2059821721416544,
6.8936261757752746, 6.8936261757752746, 7.6205232603801534,
9.7160275022651046, 6.6481840446453484, 4.057533699876803,
6.3619787916911124, 7.297356489875896, 6.0208520251917079,
4.1578753034897584, 3.1806256202378651, 5.7400202321987646,
6.5419200741504682, 8.86539377968864, 7.6158693743059143,
6.3619787916911124, 6.8936261757752746, 5.6341283877719706,
0.98836409028735916, 6.0208520251917079, 8.7148020157353887,
6.6481840446453484, 6.3619787916911124, 4.5558765922685556,
7.7272139367353878, 5.5291455953044197, 5.2850765058766873,
5.1464287982313639, 2.6702610318753512, 3.0694153868998502,
10.156939248835698, 7.6205232603801534, 9.0550951686334304,
9.1535813282574825, 4.2458510957578248, 0.98836409028735916,
6.902133519527891, 5.5452463884025756, 0.98836409028735916,
6.3619787916911124, 6.2244755038903472, 7.1078047330350378,
5.4825558513825712, 7.1078047330350378, 5.6732303449553187,
2.7826232568433764, 0.98836409028735916, 0.98836409028735916,
4.6672262861355032, 0.98836409028735916, 9.7257662773251674,
6.0208520251917079, 5.7493977658750097, 7.825181677423708,
7.8289906049853109, 7.7302083690049459, 9.1926214772201451,
11.757506576959464, 5.1433257247007527, 7.2669042060895759,
7.7604087499168877, 9.7348200561514648, 9.5765848712531429,
8.0152325627116063, 0.98836409028735916, 10.955958598527165,
4.1216534258691855, 2.9497140497123389, 6.3619787916911124,
8.3359371837695253, 8.0074655512579689, 9.4126988111849226,
4.9453364084746116, 7.2742711656009567, 3.7771912052470746,
1.7222505900205267, 3.6730595030033211, 1.839011898480537,
5.8683550507963638, 9.608762051735809, 6.3619787916911124,
6.3619787916911124, 8.6334848597245379, 7.4670755589507509,
8.79300007725824, 6.8936261757752746, 8.0074655512579689,
6.0208520251917079, 7.8855393494825181, 10.448162857539643,
7.5349479912016326, 4.3632215954930178, 0.98836409028735916,
7.4670755589507509, 7.1534617927396296, 2.2666823899537647,
7.2964693972422294, 1.7169150231701162, 5.0100961686537788,
7.297356489875896, 0.98836409028735916, 6.8936261757752746,
7.4670755589507509, 3.8860389857383311, 2.6801388185147781,
6.2288846260881616, 7.0675416562544875, 3.4319841932943609,
6.3619787916911124, 10.281773673673698, 3.794227354741786,
1.7694289180170253, 6.6481840446453484, 6.6481840446453484,
8.3651638901190033, 0.98836409028735916, 5.5205579431619194,
2.6498836973924349, 6.3619787916911124, 8.4781796805027572,
6.805292678369641, 6.6699838735959043, 5.1101282352261332,
2.284826777770768, 8.3167322120993283, 4.0398529941595704,
4.083110876199374, 6.0208520251917079, 6.5280855142278593,
5.8443688599844954, 9.8924401329336469, 0.98836409028735916,
3.732116020231937, 6.0208520251917079, 9.2565851609922056,
7.2795146624790545, 0.98836409028735916, 7.4670755589507509,
10.530981797375565, 3.9863905075195718, 6.6481840446453484,
8.5511472703483307, 8.2385254549373741, 7.297356489875896,
9.5690943593931159, 10.43180852483356, 0.98836409028735916,
8.7233895762301366, 8.573633619574677, 7.9572553237985248,
9.3659247665353487, 6.3619787916911124, 1.3413204908650582,
7.297356489875896, 8.79300007725824, 1.6769134216842778,
6.3619787916911124, 6.0208520251917079, 0.98836409028735916,
3.3334194183006276, 3.3687555944602519, 4.1541460894402711,
7.7378773373963661, 3.2212770450915222, 4.8709811456175931,
6.3619787916911124, 5.4598221315035786, 3.0355996914675569,
4.9620417666667374, 5.2040059058386259, 3.9854991676790199,
5.0555632476351482, 3.8799045327575885, 0.98836409028735916,
3.9954680892427947, 2.1887065582914813, 0.98836409028735916,
1.5762117662296413, 4.1012755881108207, 5.7255453594305568,
8.1176332792013195, 6.0208520251917079, 4.9662140211790948,
8.0074655512579689, 6.3619787916911124, 3.7660717329164513,
10.594452767472202, 3.1276370641440576, 2.8161024007740902
), LRC.positive = c(-1.9175542964879597, 1.3249081643100369,
-1.9175542964879597, 6.1753469435937509, -1.9175542964879597,
4.4080370749805997, 6.7761543277855303, 1.3249081643100369,
-1.9175542964879597, -1.9175542964879597, 10.150013096260897,
-1.9175542964879597, -1.9175542964879597, -1.9175542964879597,
7.4177235841755396, -1.9175542964879597, -1.9175542964879597,
-1.9175542964879597, -1.9175542964879597, 6.1753469435937509,
6.1753469435937509, -1.9175542964879597, -1.9175542964879597,
5.3416020484839253, -1.9175542964879597, 6.1753469435937509,
8.323646737384534, 7.8196577431483707, 7.4177235841755396,
7.0234753193211334, 9.0467946125836907, 8.0706371530006784,
8.6221934937195499, 6.5061804779596342, -1.9175542964879597,
7.7556961867637417, 6.1753469435937509, -1.9175542964879597,
10.024172801807063, 5.7708268701122476, 7.9975119382401267,
5.7708268701122476, 8.0797977096968072, 7.9975119382401267,
6.1753469435937509, 10.100897837390541, 7.2978545191105324,
-1.9175542964879597, 6.1753469435937509, 8.2174923830828313,
7.5440151120181733, 8.0734959382064417, 8.4098695761988242,
8.8885092321283228, 6.1753469435937509, 10.204108316707428,
5.7708268701122476, 5.7708268701122476, 8.9251428163965851,
8.4483112172810486, 7.0234753193211334, -1.9175542964879597,
-1.9175542964879597, 9.144484456381349, -1.9175542964879597,
7.8679369570503113, 1.3249081643100369, -1.9175542964879597,
-1.9175542964879597, 2.9741368989265866, 3.985986112378316,
-1.9175542964879597, -1.9175542964879597, 1.3249081643100369,
-1.9175542964879597, 5.7773110672542609, 8.2224653693445529,
-1.9175542964879597, -1.9175542964879597, -1.9175542964879597,
8.3099105823317405, 5.7708268701122476, 8.2755377620857349,
5.7708268701122476, -1.9175542964879597, -1.9175542964879597,
7.2397631513688925, 7.9726111178617014, 1.3249081643100369,
6.5061804779596342, 9.9041583945969816, 1.3249081643100369,
1.3249081643100369, 1.3249081643100369, 8.3373835566260617,
1.3249081643100369, 9.0401563155221503, 7.4177235841755396,
-1.9175542964879597, 4.2976920752481211, -1.9175542964879597,
-1.9175542964879597, 5.7708268701122476, 5.7708268701122476,
5.7708268701122476, 6.8122024039311446, -1.9175542964879597,
-1.9175542964879597, 7.0376336388939569, -1.9175542964879597,
1.3249081643100369, -1.9175542964879597, -1.9175542964879597,
1.3249081643100369, 8.9594704832627503, -1.9175542964879597,
1.3249081643100369, -1.9175542964879597, 8.8081440669902662,
8.6871959251760913, 8.5337591083653823, -1.9175542964879597,
-1.9175542964879597, -1.9175542964879597, -1.9175542964879597,
-1.9175542964879597, 6.1753469435937509, -1.9175542964879597,
-1.9175542964879597, -1.9175542964879597, 7.2324702919656225,
6.1753469435937509, 6.1753469435937509, 7.4177235841755396,
6.5061804779596342, 10.346649052299547, 6.1753469435937509,
8.9251428163965851, 5.8374357896515283, 4.5500118848355529,
5.7708268701122476, -1.9175542964879597, -1.9175542964879597,
1.3249081643100369, 7.3615157989440396, 10.808766032718912,
7.0234753193211334, 1.3249081643100369, 7.4177235841755396,
-1.9175542964879597, 1.3249081643100369, 9.4881305136998062,
6.9800017975256567, -1.9175542964879597, 8.5462253817980098,
7.3025437157248083, 7.4066718935270872, 7.7358813199763778,
7.759111164983846, -1.9175542964879597, 1.3249081643100369,
7.734183656299237, 8.482132875056374, 7.4782225335133026,
-1.9175542964879597, 6.1753469435937509, 6.1753469435937509,
-1.9175542964879597, 1.3249081643100369, -1.9175542964879597,
-1.9175542964879597, -1.9175542964879597, 5.910002740463975,
1.3249081643100369, 8.1584388582877949, 7.2080820211198962,
-1.9175542964879597, 10.470451766993898, 6.1753469435937509,
7.7556961867637417, 1.3249081643100369, 9.5895324809677174,
7.4177235841755396, 5.7708268701122476, 9.2452260625575438,
7.5838233616810378, 5.7708268701122476, 6.5061804779596342,
6.1753469435937509, 7.9975119382401267, -1.9175542964879597,
2.4146373447019869, -1.9175542964879597, 1.3249081643100369,
7.5838233616810378, 1.3249081643100369, -1.9175542964879597,
-1.9175542964879597, -1.9175542964879597, 1.3249081643100369,
8.7736955172088766, 8.8504407605522069, 5.7398576481363763,
6.7062035780819134, 1.3249081643100369, 4.3056147040180752,
5.5742288919891116, -1.9175542964879597, 8.277026545309857,
8.2960136466337122, 3.3685553999729065, 1.2804637104243801,
1.3249081643100369, 3.3284012735410209, 8.086544084876067,
1.3249081643100369, 1.3249081643100369, 1.3249081643100369,
3.3914459327899724, 5.7708268701122476, 6.7843982265157035,
7.8632076049830495, 7.7374483352918224, 8.7527722244115704,
7.4343086412316133, 1.3249081643100369, 8.5050779538670618,
2.6586107053563408, 6.1753469435937509, 4.8393137076112724,
6.5061804779596342, 7.1167925557159766, 3.6817461446616035,
5.9301296896289895, 5.7708268701122476, 5.7708268701122476,
9.2971228077488526, 7.635497132304546, 7.361070687398751,
7.306396865644099, 6.7843982265157035, 5.7708268701122476,
8.2580632345889047, 8.9804670735974828, 4.8890273239779596,
3.8681653150508462, 1.3249081643100369, 1.3249081643100369,
1.3249081643100369, 6.5061804779596342, 8.2641183899063879,
7.7783188325036772, 8.313770535328425, 5.7708268701122476,
7.734183656299237, 7.2324702919656225, 8.983655827488457,
7.6177556942079496, 9.087059469263945, 5.7708268701122476,
7.8836446122580632, 7.111365489486011, 9.521256934055593,
7.5038005599927642, 7.3541433334480919, 7.1858427988732876,
7.8309130623931003, 7.4930379271862222, 7.2610611946135348,
8.4526543294841208, 9.5781504422334773, 9.2135576741096212,
7.1967154043172288, 7.0234753193211334, 7.074527923175161,
6.5332891821539825, 6.8659205678174908, 7.2579265715159496,
7.9954224923248294, 6.9367304412384962, 7.0339327258439397,
6.6792828187942268, 1.3249081643100369, 6.9944692236535797,
8.2868067476510028, 7.2644546215917076, 7.4720907736225453,
7.7715697172230742, 6.1753469435937509, 7.8038089647278275,
6.1753469435937509, 6.7851442419494603, 6.8578799303989317,
1.3249081643100369, 5.7708268701122476, 1.3249081643100369,
1.3249081643100369, 8.3815868351779521, 7.0234753193211334,
5.7708268701122476, 7.5038005599927642, 6.8801007117547739,
8.0816926658513548, 6.5061804779596342, 6.1753469435937509,
7.2324702919656225, 6.7843982265157035, 8.4483112172810486,
7.635497132304546, 6.1753469435937509, 6.9399941176961395,
1.3249081643100369, 7.361070687398751, 5.7708268701122476,
5.7708268701122476, 7.361070687398751, 8.2417330425297965,
8.0026156253319733, 8.323646737384534, 8.6797420884194771,
9.8827747528275864, 7.4177235841755396, 9.0279493157228021,
5.0218572018008318, 7.6347739246382211, 1.3249081643100369,
8.4185111895854021, 6.1753469435937509, 8.0026156253319733,
9.2135576741096212, 6.8165256663798113, 4.7085018431182073,
6.6879173329912902, 8.7476208559524586, 4.1907157734761391,
4.6484994614356774, 1.3249081643100369, 7.9975119382401267,
6.5061804779596342, 7.0234753193211334, 8.9734387624675414,
6.1753469435937509, 6.7843982265157035, 8.5113329289983835,
10.197261691700804, 8.3831486086969882, 9.4367763626664249,
10.710863928286226, 1.3249081643100369, 7.8358034669490575,
1.3249081643100369, 3.663678636380244, 7.8339432909225568,
6.9592429565322984, 1.3249081643100369, 3.1072727603871471,
3.697489377470875, 7.2324702919656225, 7.5838233616810378,
6.1753469435937509, 7.6146949825439316, 1.3249081643100369,
8.2251630500528012, 8.6299583252417218, 7.0234753193211334,
6.5061804779596342, 11.570773593291671, 9.2135576741096212,
5.7708268701122476, 5.7708268701122476, 8.954249611079705,
9.1356082861198562, 10.137520781436127, 10.667402211211032,
9.0172021093037635, 7.9975119382401267, 8.954249611079705,
7.2324702919656225, 7.4177235841755396, 6.7843982265157035,
1.3249081643100369, 6.8875279394331725, 6.7887490912537167,
7.2324702919656225, 6.6825268693725839, 1.3249081643100369,
2.625516215895241, 5.0708601220192016, 4.31392753139958,
4.5413918283203101, 1.7472027390315477, 1.3249081643100369,
9.8216693628278424, 7.8714056628068239, 9.5353652726789395,
8.323646737384534, 9.8216693628278424, 6.5061804779596342,
1.3249081643100369, 6.6902412940909644, 7.7168104448684849,
7.8157492259336907, 6.1955151241106581, 2.0841370965772104,
6.5061804779596342, 10.656510079692948, 9.5626996171999554,
5.4629554351092473, 7.4177235841755396, 1.3249081643100369,
6.5061804779596342, 7.0234753193211334, 4.2874073624902582,
7.2324702919656225, 6.1753469435937509, 1.3249081643100369,
7.0234753193211334, 6.5061804779596342, 9.0742139218645796,
6.093709828473151, 5.7708268701122476, 1.3249081643100369,
1.3249081643100369, 3.7051900600444569, 6.5061804779596342,
1.3249081643100369, 5.2156515509855934, 7.3370670246487091,
7.2324702919656225, 9.5534163428355239, 7.9975119382401267,
8.9203584983780466, 6.5061804779596342, 2.8755530926118178,
8.114103067619503, 6.5576449064782452, 4.7476814238708887,
1.3249081643100369, 6.1753469435937509, 8.4405124650977328,
8.0706371530006784, 1.3249081643100369, 5.3191218724124685,
6.1753469435937509, 7.8714056628068239, 7.734183656299237,
5.7708268701122476, 2.1038763154761511, 9.0246837653828003,
9.1520718740288558, 3.5369738924300855, 7.0735131112970535,
6.5061804779596342, 7.5300885025247739, 10.063791477019382,
11.101352635066068, 7.2324702919656225, 7.0234753193211334,
1.3249081643100369, 7.6347739246382211, 9.4394775610847343,
8.671856324109994, 9.308320375945458, 10.354806440969835,
9.175031496704328, 7.2895886361492144, 8.4405124650977328,
6.5061804779596342, 6.1753469435937509, 8.2224653693445529,
6.1753469435937509, 6.5061804779596342, 8.2035299279883382,
6.6924230705670009, 7.4177235841755396, 1.3249081643100369,
1.3249081643100369, 8.2224653693445529, 6.5061804779596342,
1.3249081643100369, 6.4172037001867119, 4.1002965252584955,
1.3249081643100369, 7.1029772987134754, 7.1123589466891,
1.3249081643100369, 1.3249081643100369, 8.0093312952086659,
6.7250088769276211, 9.0775892468360642, 6.1753469435937509,
8.4185111895854021, 7.2324702919656225, 6.5061804779596342,
4.3721974288276764, 4.1654080402581091, 6.7843982265157035,
11.005072123642423, 8.9758484361322051, 1.3249081643100369,
7.9975119382401267, 3.1921910595810563, 9.0775892468360642,
1.3249081643100369, 1.3249081643100369, 7.4050638108236084,
2.550609029250237, 3.3587453715147326, 7.0234753193211334,
7.0234753193211334, 6.5061804779596342, 9.6166550616459592,
9.2971228077488526, 7.0234753193211334, 7.0234753193211334,
7.734183656299237, 9.7921050493457855, 6.7843982265157035,
4.0807032969216772, 6.5061804779596342, 7.4177235841755396,
6.1753469435937509, 4.1755493037068971, 3.1943709389835244,
5.7666687985793033, 6.5657790228735697, 8.8983676414782558,
7.6591602965636483, 6.5061804779596342, 7.0234753193211334,
5.6512449479071236, 1.3249081643100369, 6.1753469435937509,
8.791929190600916, 6.7843982265157035, 6.5061804779596342,
4.574283388598424, 7.7717338874866044, 5.5530613345909305,
5.3155633191686409, 5.1680924525160838, 2.6853545431046615,
3.0852018602351641, 10.241060988816294, 7.734183656299237,
9.1240292503229004, 9.2452260625575438, 4.264302402178803,
1.3249081643100369, 6.9408066846366667, 5.5631478705158166,
1.3249081643100369, 6.5061804779596342, 6.2490505782681618,
7.2324702919656225, 5.5061856037427557, 7.2324702919656225,
5.6915124628996594, 2.7983296144888734, 1.3249081643100369,
1.3249081643100369, 4.684903561940672, 1.3249081643100369,
9.7672184541871125, 6.1753469435937509, 5.783353512237376,
7.8832458226979245, 7.8566648916080979, 7.8196577431483707,
9.2534404260381944, 11.793425356746873, 5.1648955172177491,
7.3104031051350482, 7.8714056628068239, 9.7780815331930242,
9.6325808859495279, 8.0700778520032461, 1.3249081643100369,
10.999211658539213, 4.1406278492653836, 2.9656865185037171,
6.5061804779596342, 8.3589947044897634, 8.114103067619503,
9.4673261814132985, 4.9684613240396436, 7.3099675944376115,
3.7878363471909973, 1.7339200546614379, 3.6891254692365902,
1.8492282581535384, 5.8906913388576845, 9.6964681544210247,
6.5061804779596342, 6.5061804779596342, 8.6697060999319326,
7.5838233616810378, 8.8885092321283228, 7.0234753193211334,
8.114103067619503, 6.1753469435937509, 7.9090526494497677,
10.530802111093621, 7.6090711632987649, 4.3794954859940622,
1.3249081643100369, 7.5838233616810378, 7.1844298067624175,
2.278717677995028, 7.3517960373834388, 1.7283863417138738,
5.0262617151459166, 7.4177235841755396, 1.3249081643100369,
7.0234753193211334, 7.5838233616810378, 3.8954708281997452,
2.6958326210138694, 6.2503522285359496, 7.1455138086912102,
3.446102538275829, 6.5061804779596342, 10.354806440969835,
3.8128332081947685, 1.781000363173719, 6.7843982265157035,
6.7843982265157035, 8.4405124650977328, 1.3249081643100369,
5.5460143244877473, 2.6601817181646399, 6.5061804779596342,
8.5269564911212914, 6.8186306438906898, 6.693414298753348,
5.1271686480470722, 2.298216671668337, 8.4185111895854021,
4.0647048083007835, 4.0971468356351837, 6.1753469435937509,
6.5837660673124843, 5.8693150866522519, 9.9781500473063041,
1.3249081643100369, 3.7455215694176553, 6.1753469435937509,
9.3472520861623973, 7.3161166726248945, 1.3249081643100369,
7.5838233616810378, 10.553522868913445, 3.9999273889612108,
6.7843982265157035, 8.6299583252417218, 8.3073517964926786,
7.4177235841755396, 9.6571060018220596, 10.497839867213498,
1.3249081643100369, 8.8197287607597978, 8.671856324109994,
8.0062111133301261, 9.3802977923307935, 6.5061804779596342,
1.3519175523138107, 7.4177235841755396, 8.8885092321283228,
1.6889897025334164, 6.5061804779596342, 6.1753469435937509,
1.3249081643100369, 3.3427434470654038, 3.386001418359081,
4.1687598393420817, 7.7650380720250816, 3.2343108331565809,
4.8984957981275796, 6.5061804779596342, 5.4815909423531668,
3.0503306334124924, 4.9836531029316555, 5.2330439438180933,
4.0086377410166536, 5.0720417456107825, 3.8939168622891502,
1.3249081643100369, 4.0187292649310615, 2.2038607262238123,
1.3249081643100369, 1.5882835920230316, 4.1159365123402578,
5.7481814741152322, 8.2224653693445529, 6.1753469435937509,
4.9850950830423306, 8.114103067619503, 6.5061804779596342,
3.7880325351226283, 10.67644065074977, 3.1444884722373452,
2.8309037305795317)), row.names = c(5L, 6L, 26L, 52L, 109L,
160L, 163L, 188L, 205L, 207L, 211L, 213L, 244L, 261L, 289L, 330L,
333L, 345L, 385L, 421L, 422L, 479L, 519L, 533L, 540L, 547L, 555L,
557L, 561L, 568L, 569L, 573L, 574L, 576L, 577L, 581L, 583L, 588L,
596L, 597L, 599L, 600L, 604L, 608L, 609L, 618L, 624L, 625L, 626L,
627L, 631L, 632L, 634L, 635L, 640L, 645L, 648L, 650L, 652L, 654L,
657L, 660L, 661L, 663L, 664L, 675L, 709L, 792L, 797L, 801L, 817L,
821L, 853L, 856L, 955L, 966L, 1086L, 1127L, 1129L, 1148L, 1155L,
1162L, 1164L, 1167L, 1172L, 1176L, 1178L, 1180L, 1181L, 1186L,
1189L, 1194L, 1196L, 1198L, 1203L, 1204L, 1207L, 1247L, 1268L,
1357L, 1376L, 1416L, 1462L, 1545L, 1566L, 1660L, 1690L, 1697L,
1712L, 1740L, 1741L, 1753L, 1757L, 1796L, 1817L, 1832L, 1872L,
1883L, 1894L, 1895L, 1903L, 1942L, 2027L, 2036L, 2055L, 2069L,
2079L, 2086L, 2095L, 2102L, 2106L, 2107L, 2108L, 2109L, 2110L,
2113L, 2114L, 2141L, 2157L, 2175L, 2202L, 2207L, 2210L, 2251L,
2256L, 2274L, 2275L, 2315L, 2321L, 2322L, 2331L, 2332L, 2370L,
2373L, 2377L, 2378L, 2380L, 2384L, 2387L, 2442L, 2455L, 2477L,
2479L, 2485L, 2493L, 2499L, 2504L, 2529L, 2626L, 2630L, 2631L,
2643L, 2677L, 2711L, 2720L, 2726L, 2734L, 2736L, 2737L, 2739L,
2743L, 2745L, 2746L, 2748L, 2749L, 2753L, 2754L, 2811L, 2838L,
2872L, 2902L, 2912L, 2956L, 2975L, 2983L, 2984L, 2986L, 2988L,
2991L, 3036L, 3068L, 3070L, 3099L, 3104L, 3121L, 3188L, 3194L,
3195L, 3233L, 3284L, 3348L, 3451L, 3459L, 3607L, 3665L, 3693L,
3708L, 3709L, 3721L, 3761L, 3843L, 3861L, 3864L, 3866L, 3868L,
3981L, 3985L, 4026L, 4135L, 4139L, 4155L, 4178L, 4279L, 4282L,
4329L, 4508L, 4573L, 4707L, 4734L, 4754L, 4755L, 4758L, 4759L,
4760L, 4810L, 4825L, 4829L, 4830L, 5058L, 5148L, 5150L, 5170L,
5175L, 5178L, 5190L, 5200L, 5213L, 5220L, 5223L, 5231L, 5240L,
5241L, 5242L, 5246L, 5251L, 5259L, 5262L, 5270L, 5275L, 5279L,
5303L, 5308L, 5311L, 5387L, 5410L, 5461L, 5462L, 5464L, 5466L,
5475L, 5479L, 5480L, 5482L, 5485L, 5491L, 5495L, 5496L, 5498L,
5500L, 5512L, 5572L, 5590L, 5593L, 5618L, 5653L, 5797L, 5801L,
5806L, 5815L, 5819L, 5822L, 5917L, 5935L, 5936L, 5938L, 5945L,
5949L, 5954L, 5956L, 5958L, 5959L, 5967L, 5973L, 5975L, 5978L,
5988L, 5993L, 6039L, 6040L, 6041L, 6103L, 6104L, 6110L, 6138L,
6147L, 6149L, 6170L, 6172L, 6173L, 6174L, 6183L, 6190L, 6242L,
6243L, 6418L, 6425L, 6427L, 6431L, 6432L, 6433L, 6435L, 6436L,
6448L, 6457L, 6462L, 6464L, 6466L, 6467L, 6473L, 6475L, 6479L,
6507L, 6513L, 6516L, 6624L, 6663L, 6719L, 6977L, 7033L, 7041L,
7112L, 7127L, 7173L, 7181L, 7182L, 7183L, 7185L, 7190L, 7191L,
7199L, 7200L, 7202L, 7204L, 7207L, 7212L, 7214L, 7225L, 7226L,
7230L, 7237L, 7399L, 7408L, 7418L, 7420L, 7421L, 7424L, 7466L,
7488L, 7507L, 7512L, 7574L, 7575L, 7609L, 7613L, 7614L, 7615L,
7616L, 7620L, 7648L, 7649L, 7652L, 7653L, 7659L, 7766L, 7868L,
7869L, 7870L, 7898L, 7963L, 8050L, 8061L, 8064L, 8092L, 8127L,
8259L, 8263L, 8269L, 8271L, 8342L, 8343L, 8357L, 8359L, 8420L,
8436L, 8516L, 8518L, 8613L, 8627L, 8649L, 8669L, 8674L, 8675L,
8676L, 8693L, 8761L, 8766L, 8768L, 8770L, 8785L, 8786L, 8793L,
8799L, 8808L, 8845L, 8879L, 8923L, 8937L, 9006L, 9013L, 9096L,
9188L, 9203L, 9297L, 9310L, 9436L, 9440L, 9442L, 9443L, 9449L,
9450L, 9451L, 9453L, 9458L, 9464L, 9469L, 9473L, 9474L, 9475L,
9477L, 9478L, 9479L, 9483L, 9578L, 9591L, 9592L, 9637L, 9638L,
9725L, 9726L, 9901L, 9935L, 10108L, 10178L, 10201L, 10255L, 10267L,
10272L, 10284L, 10525L, 10532L, 10533L, 10535L, 10536L, 10544L,
10614L, 10618L, 10627L, 10645L, 10650L, 10652L, 10657L, 10668L,
10678L, 10723L, 10762L, 10808L, 10820L, 10861L, 10878L, 10879L,
10880L, 10882L, 10883L, 10884L, 10886L, 10888L, 10889L, 10909L,
10917L, 11053L, 11086L, 11101L, 11119L, 11149L, 11155L, 11169L,
11181L, 11212L, 11216L, 11218L, 11242L, 11259L, 11435L, 11437L,
11455L, 11457L, 11471L, 11526L, 11571L, 11572L, 11581L, 11642L,
11677L, 11697L, 11703L, 11710L, 11711L, 11775L, 11887L, 11909L,
12046L, 12047L, 12093L, 12184L, 12252L, 12371L, 12445L, 12502L,
12543L, 12595L, 12599L, 12600L, 12604L, 12610L, 12612L, 12686L,
12747L, 13068L, 13078L, 13111L, 13204L, 13351L, 13368L, 13370L,
13373L, 13375L, 13378L, 13431L, 13556L, 13571L, 13647L, 13687L,
13755L, 13778L, 13780L, 13837L, 13882L, 13883L, 13918L, 13932L,
13994L, 14051L, 14183L, 14252L, 14279L, 14306L, 14307L, 14323L,
14332L, 14338L, 14393L, 14411L, 14416L, 14445L, 14475L, 14563L,
14645L, 14735L, 14747L, 14794L, 14900L, 14981L, 15122L, 15173L,
15210L, 15291L, 15452L, 15500L, 15613L, 15621L, 15652L, 15711L,
15752L, 15857L, 15900L, 15978L, 15982L, 16064L, 16085L, 16106L,
16115L, 16118L, 16158L, 16194L, 16195L, 16272L, 16313L, 16314L,
16387L, 16487L, 16491L, 16498L, 16609L, 16670L, 16764L, 16797L,
16810L, 16811L, 16845L, 16940L, 16943L, 16949L, 17027L, 17093L,
17132L, 17133L, 17134L, 17174L, 17344L, 17348L, 17357L, 17358L,
17364L, 17607L, 17800L, 17895L, 17958L, 17959L, 18054L, 18057L,
18117L, 18137L, 18172L, 18318L, 18423L, 18540L, 18714L, 18751L,
18777L, 18790L, 18837L, 18985L, 18988L, 19015L, 19068L, 19156L,
19212L, 19390L, 19472L, 19497L, 19543L, 19546L, 19548L, 19605L,
19613L, 19662L, 19827L, 19965L, 19976L, 19998L, 20039L, 20084L
), class = "data.frame", n1 = 1177, n2 = 341805, m = 20109L)
######################################################################
##
n1 <- attr(MRSAKeywords, "n1") # sample sizes
n2 <- attr(MRSAKeywords, "n2")
m <- attr(MRSAKeywords, "m") # family size (to correct for multiple testing)
compare.keyness <- function (measure, gold, name="", alpha=NULL, lambda=1) {
keyness.values <- keyness(MRSAKeywords$f1, n1, MRSAKeywords$f2, n2,
measure=measure, p.adjust=m, alpha=alpha, lambda=lambda)
reference.implementation <- MRSAKeywords[[gold]]
res <- all.equal(keyness.values, reference.implementation)
if (!isTRUE(res)) {
stop("keyness() doesn't match reference implementation for ", name, "\n", res)
}
cat(sprintf(" - keyness scores correct for %s\n", name))
}
compare.keyness("G2", "G2", name="log-likelihood (G2)")
compare.keyness("LogRatio", "LogRatio", name="LogRatio")
compare.keyness("LogRatio", "LogRatio.G2", name="LogRatio with G2 significance filter", alpha=.05)
compare.keyness("LRC", "LRC", name="LRC (conservative LogRatio)")
compare.keyness("PositiveLRC", "LRC.positive", name="Positive LRC")
compare.keyness("SimpleMaths", "SM", name="Simple Maths", lambda=100)
Try the corpora package in your browser
Any scripts or data that you put into this service are public.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.