README.md
In d3m-purdue/d3mLm: Gets linear model diagnostics
d3mLm
Installation
You can install d3mLm from github with:
# install.packages("devtools")
devtools::install_github("d3m-purdue/d3mLm")
Example
This is a basic example which shows you how to solve a common problem:
data(radon_mn, package = "d3mLm")
str(radon_mn)
# 'data.frame': 919 obs. of 28 variables:
# $ radonFile_index: chr "5081" "5082" "5083" "5084" ...
# $ state : chr "MN" "MN" "MN" "MN" ...
# $ state2 : chr "MN" "MN" "MN" "MN" ...
# $ stfips : num 27 27 27 27 27 27 27 27 27 27 ...
# $ zip : chr "55735" "55748" "55748" "56469" ...
# $ region : num 5 5 5 5 3 3 3 3 3 3 ...
# $ typebldg : num 1 1 1 1 1 1 1 1 1 1 ...
# $ floor : num 1 0 0 0 0 0 0 0 0 0 ...
# $ room : num 3 4 4 4 4 4 4 2 4 4 ...
# $ basement : chr "N" "Y" "Y" "Y" ...
# $ windoor : chr NA NA NA NA ...
# $ rep : chr "2" "5" "3" "2" ...
# $ stratum : num 4 2 2 2 2 2 2 2 2 2 ...
# $ wave : chr "41" "40" "42" "24" ...
# $ starttm : chr "930.0" "1615.0" "1030.0" "1410.0" ...
# $ stoptm : chr "930.0" "1615.0" "1515.0" "1410.0" ...
# $ startdt : chr "12088.0" "11888.0" "20288.0" "122987.0" ...
# $ stopdt : chr "12288.0" "12088.0" "21188.0" "123187.0" ...
# $ activity : num 2.2 2.2 2.9 1 3.1 2.5 1.5 1 0.7 1.2 ...
# $ pcterr : num 9.7 14.5 9.6 24.3 13.8 12.8 14.5 18 25.1 17.5 ...
# $ adjwt : num 1146 471 433 462 433 ...
# $ dupflag : num 1 0 0 0 0 0 0 0 0 0 ...
# $ zipflag : num 0 0 0 0 0 0 0 0 0 0 ...
# $ cntyfips : num 1 1 1 1 3 3 3 3 3 3 ...
# $ county : chr "AITKIN" "AITKIN" "AITKIN" "AITKIN" ...
# $ fips : chr "27001.0" "27001.0" "27001.0" "27001.0" ...
# $ Uppm : num 0.502 0.502 0.502 0.502 0.429 ...
# $ county_code : chr "0" "0" "0" "0" ...
radon_model <- lm(Uppm ~ typebldg + basement + dupflag, data = radon_mn)
radon_model
#
# Call:
# lm(formula = Uppm ~ typebldg + basement + dupflag, data = radon_mn)
#
# Coefficients:
# (Intercept) typebldg basementY dupflag
# 0.820478 0.029328 0.087523 0.008665
#
run_model(radon_mn, "Uppm", c("typebldg", "basement", "dupflag"))
{
"model_type": "linear model",
"model_call": "lm(formula = Uppm ~ typebldg + basement + dupflag, data = radon_mn)",
"response_variable": "Uppm",
"beta_variables": ["(Intercept)", "typebldg", "basementY", "dupflag"],
"diag_model": {
"r.squared": 0.005,
"adj.r.squared": 0.0016,
"sigma": 0.3203,
"statistic": 1.4628,
"p.value": 0.2233,
"df": 4,
"logLik": -244.147,
"AIC": 498.2939,
"BIC": 522.1822,
"deviance": 89.65,
"df.residual": 874
},
"diag_coefs": {
"term": ["(Intercept)", "typebldg", "basementY", "dupflag"],
"estimate": [0.8205, 0.0293, 0.0875, 0.0087],
"std.error": [0.0565, 0.0261, 0.0445, 0.0319],
"statistic": [14.516, 1.122, 1.9662, 0.2713],
"p.value": [6.1985e-43, 0.2622, 0.0496, 0.7862]
},
"diag_data": {
".rownames": ["1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "16", "17", "18", "19", "20", "21", "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", "33", "34", "36", "38", "39", "40", "41", "42", "43", "44", "45", "46", "47", "48", "49", "50", "52", "53", "54", "55", "56", "57", "58", "59", "60", "61", "62", "63", "64", "65", "66", "67", "68", "69", "70", "71", "72", "73", "74", "75", "76", "77", "78", "79", "80", "81", "82", "83", "84", "85", "87", "88", "89", "90", "91", "92", "93", "94", "95", "96", "97", "98", "99", "100", "101", "102", "103", "104", "105", "106", "107", "108", "109", "110", "111", "112", "113", "114", "115", "116", "117", "118", "119", "120", "121", "122", "124", "125", "127", "129", "130", "131", "132", "133", "134", "135", "137", "138", "139", "140", "141", "142", "143", "144", "145", "146", "147", "148", "150", "151", "152", "153", "154", "155", "156", "157", "158", "159", "160", "161", "162", "163", "164", "165", "166", "168", "169", "170", "171", "172", "173", "174", "175", "176", "178", "179", "180", "181", "182", "183", "184", "185", "187", "188", "189", "190", "192", "193", "194", "195", "196", "197", "198", "199", "200", "201", "203", "204", "205", "206", "207", "208", "209", "210", "211", "212", "213", "214", "215", "216", "217", "218", "219", "220", "221", "222", "223", "224", "225", "226", "227", "228", "229", "230", "231", "232", "233", "234", "235", "236", "237", "238", "239", "240", "241", "242", "243", "244", "245", "246", "247", "248", "249", "250", "251", "252", "253", "254", "255", "256", "257", "258", "259", "260", "261", "262", "263", "264", "266", "267", "268", "269", "270", "271", "272", "273", "274", "275", "276", "277", "278", "279", "280", "281", "282", "283", "285", "286", "287", "288", "289", "290", "291", "292", "293", "294", "295", "296", "297", "298", "299", "300", "301", "302", "303", "304", "305", "306", "307", "309", "310", "311", "312", "313", "314", "315", "316", "317", "318", "319", "320", "321", "322", "323", "324", "325", "326", "327", "328", "329", "330", "331", "332", "333", "334", "335", "336", "337", "338", "340", "341", "342", "343", "344", "345", "346", "347", "348", "349", "351", "352", "353", "354", "355", "356", "357", "358", "359", "360", "361", "362", "363", "364", "366", "367", "368", "369", "370", "371", "372", "373", "374", "375", "376", "377", "378", "379", "380", "381", "382", "383", "384", "385", "386", "387", "389", "390", "391", "392", "393", "394", "395", "396", "397", "398", "399", "400", "401", "402", "403", "404", "405", "407", "408", "409", "410", "411", "412", "413", "414", "415", "416", "417", "418", "419", "420", "421", "422", "423", "424", "425", "426", "427", "428", "429", "430", "431", "432", "433", "434", "435", "436", "437", "439", "440", "441", "442", "443", "444", "445", "446", "447", "448", "449", "450", "451", "452", "453", "454", "455", "456", "457", "458", "459", "460", "461", "462", "463", "464", "465", "466", "467", "468", "469", "470", "471", "472", "473", "474", "475", "476", "477", "478", "479", "480", "481", "482", "484", "485", "486", "487", "488", "489", "490", "491", "492", "493", "494", "495", "496", "497", "498", "499", "500", "501", "503", "504", "505", "506", "507", "508", "509", "510", "511", "512", "513", "514", "515", "516", "517", "518", "519", "520", "521", "522", "523", "524", "525", "526", "527", "528", "529", "530", "531", "532", "533", "534", "535", "536", "537", "538", "539", "540", "541", "542", "543", "544", "545", "546", "547", "548", "549", "550", "551", "552", "553", "554", "555", "556", "557", "558", "559", "560", "561", "562", "563", "564", "565", "566", "567", "568", "569", "570", "571", "572", "573", "574", "575", "576", "577", "578", "579", "580", "581", "582", "583", "584", "585", "586", "587", "588", "589", "590", "591", "592", "593", "594", "595", "596", "597", "598", "599", "600", "601", "602", "603", "604", "605", "606", "607", "608", "609", "610", "611", "612", "613", "614", "616", "617", "618", "619", "620", "621", "622", "623", "624", "625", "626", "627", "628", "629", "630", "631", "632", "633", "634", "635", "636", "638", "639", "640", "641", "642", "643", "644", "646", "648", "649", "650", "651", "652", "654", "655", "656", "657", "658", "659", "660", "661", "662", "664", "665", "666", "667", "668", "670", "671", "672", "673", "674", "675", "676", "677", "678", "679", "680", "681", "682", "683", "684", "685", "686", "687", "688", "689", "690", "691", "692", "693", "694", "695", "696", "697", "698", "699", "700", "701", "702", "703", "704", "705", "706", "707", "708", "709", "710", "711", "712", "713", "714", "715", "716", "717", "718", "719", "720", "721", "722", "724", "725", "726", "727", "728", "729", "730", "731", "732", "733", "734", "735", "736", "737", "738", "739", "740", "741", "742", "743", "744", "745", "746", "747", "748", "749", "750", "751", "752", "753", "754", "755", "756", "757", "758", "759", "760", "761", "762", "763", "764", "765", "766", "767", "768", "769", "770", "771", "772", "773", "774", "775", "776", "777", "778", "779", "780", "781", "782", "783", "784", "785", "786", "787", "789", "790", "791", "792", "793", "794", "795", "796", "797", "798", "799", "800", "801", "802", "803", "804", "805", "806", "807", "808", "809", "810", "811", "812", "813", "814", "815", "816", "817", "818", "819", "820", "821", "822", "823", "824", "825", "827", "828", "829", "830", "831", "832", "833", "834", "835", "836", "837", "838", "839", "840", "841", "842", "843", "844", "845", "846", "847", "848", "849", "850", "852", "853", "854", "856", "857", "858", "859", "860", "861", "862", "863", "864", "865", "867", "868", "869", "871", "872", "873", "874", "875", "876", "877", "878", "879", "880", "881", "882", "883", "884", "885", "886", "887", "888", "889", "890", "891", "892", "893", "894", "895", "896", "897", "898", "899", "900", "901", "902", "903", "904", "905", "906", "907", "908", "909", "910", "911", "912", "913", "914", "915", "916", "917", "918", "919"],
"Uppm": [0.5021, 0.5021, 0.5021, 0.5021, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.8927, 0.8927, 0.8927, 0.5525, 0.5525, 0.5525, 0.5525, 0.5525, 0.5525, 0.5525, 0.8668, 0.8668, 0.8668, 0.8668, 1.4726, 1.4726, 1.4726, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3199, 1.3199, 1.3199, 1.3199, 0.7173, 0.7173, 0.7173, 0.7173, 0.7173, 0.7173, 0.7173, 0.7173, 0.7173, 0.7173, 1.1006, 1.1006, 1.1006, 1.1006, 1.1006, 1.1006, 0.5443, 0.5443, 0.5443, 0.5443, 0.5443, 1.3148, 1.3148, 1.3148, 1.3148, 0.4794, 0.4794, 0.4794, 0.4794, 0.4794, 0.4794, 1.4103, 1.4103, 1.4103, 1.4103, 1.4103, 1.4103, 1.4103, 1.4103, 1.4103, 1.4103, 0.9419, 0.9419, 0.9419, 0.9419, 0.6035, 0.6035, 1.4043, 1.4043, 1.4043, 1.4043, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 1.3019, 1.3019, 1.3019, 1.1685, 1.1685, 1.1685, 1.1685, 1.1685, 1.1685, 1.1685, 1.1685, 1.1685, 1.3432, 1.3432, 1.3432, 1.3432, 1.3432, 1.3432, 1.5142, 1.5142, 1.2513, 1.2513, 1.2513, 1.2513, 1.2513, 1.2513, 1.2513, 1.2513, 1.2513, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 1.6546, 1.6546, 1.6546, 1.6546, 1.6546, 1.6546, 0.6699, 0.6699, 0.6699, 0.6699, 0.6699, 0.4715, 0.4715, 0.4715, 0.5151, 0.5151, 0.5151, 0.5151, 0.5151, 0.5151, 0.5151, 0.5151, 0.5151, 0.5151, 1.3621, 1.3621, 1.3621, 1.3621, 1.3621, 0.948, 0.948, 0.948, 0.948, 1.116, 1.116, 1.116, 0.9922, 0.9922, 0.9922, 0.414, 0.414, 0.414, 0.414, 0.414, 0.414, 0.414, 1.3648, 1.3648, 0.5008, 0.5008, 0.5008, 0.5008, 0.5008, 0.5008, 0.5008, 0.5008, 0.5008, 0.5058, 0.5058, 0.5058, 0.5058, 1.2146, 1.2146, 1.2146, 1.2146, 1.2146, 1.5603, 1.5603, 1.5603, 1.484, 1.484, 1.484, 1.484, 1.484, 1.484, 1.484, 1.484, 1.1614, 1.0139, 1.0139, 1.0139, 1.0139, 1.0139, 1.0139, 1.0139, 1.0139, 1.0139, 1.1804, 1.1804, 1.1804, 1.1804, 1.1804, 1.1804, 1.1804, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.0242, 1.0242, 1.0242, 1.0242, 0.8105, 0.8105, 0.911, 0.911, 0.911, 0.911, 0.911, 0.911, 0.911, 0.911, 0.911, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.4901, 1.2815, 1.2815, 1.2815, 1.2815, 1.5, 1.5, 1.5, 1.3037, 1.3037, 1.3037, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 0.8149, 0.8149, 0.8149, 0.8149, 0.8149, 0.8149, 0.8149, 0.8149, 0.9286, 0.9286, 0.9286, 0.8493, 0.8493, 0.8493, 0.8493, 0.8493, 0.8493, 1.6138, 1.6138, 1.6138, 1.6138, 1.3049, 1.3049, 1.3049, 1.3049, 1.3247, 1.3247, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 1.4424, 1.4424, 1.4424, 1.4424, 1.4424, 1.4631, 1.4631, 1.4631, 1.2131, 1.2131, 1.2131, 1.2131, 1.2131, 1.2131, 1.2131, 1.2131, 1.2131, 1.2131, 1.6956, 1.6956, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 1.0652, 1.0652, 1.0652, 1.0652, 1.0652, 1.0652, 1.0652, 1.0652, 1.0652, 1.0652, 0.5049, 0.5049, 0.5049, 0.5049, 0.5049, 0.5049, 0.5049, 1.2677, 1.2677, 1.2677, 1.2677, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.3097, 1.3097, 1.3097, 1.3097, 1.3097, 1.3097, 1.3097, 1.3097, 1.3097, 1.3097, 1.6012, 1.6012, 1.3717, 1.3717, 1.3717, 1.3717, 0.9542, 0.9542, 0.9542, 1.6448, 1.6448, 1.6448, 1.6448, 1.1619, 1.1619, 1.1619, 1.1619, 1.1619, 1.1619, 0.5107, 0.5107, 0.5107, 0.5107, 0.5107, 1.2367, 1.2367, 1.2367, 1.2367, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 1.2011, 1.2011, 1.2011, 1.2662, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 1.4266, 1.4266],
"typebldg": [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 2, 1, 2, 1, 2, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 1, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1],
"basement": ["N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "N", "N", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "N", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "N", "N", "Y", "N", "N", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "N", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "N", "N", "Y", "N", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "N", "Y", "Y", "Y", "Y", "Y", "Y", "N", "N", "N", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y"],
"dupflag": [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 2, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 2, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 2, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
".fitted": [0.8585, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9671, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9547, 0.8498, 0.8498, 0.9547, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.8498, 0.946, 0.9373, 0.9667, 0.8498, 0.9373, 0.9085, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8585, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9753, 0.9373, 0.9671, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9547, 0.9373, 0.9373, 0.946, 0.946, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9753, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9547, 0.9373, 0.8498, 0.9667, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9753, 0.9373, 0.9667, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.8791, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.996, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9671, 0.9373, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9671, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.8498, 0.8498, 0.9373, 0.8498, 0.8498, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9547, 0.9758, 0.8498, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.9753, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.9547, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 1.0546, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9671, 0.9373, 0.8498, 0.8498, 0.9373, 0.8498, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.9667, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9667, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8585, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.8498, 0.8498, 0.8498, 0.9373, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.9667, 0.9547, 0.9547, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9167, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 1.0546, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.946, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.8585, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9547, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.946, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373],
".se.fit": [0.0524, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.1016, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0622, 0.0435, 0.0435, 0.0622, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0435, 0.0313, 0.0116, 0.0276, 0.0435, 0.0116, 0.0581, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0524, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0398, 0.0116, 0.1016, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0622, 0.0116, 0.0116, 0.0313, 0.0313, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0398, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0622, 0.0116, 0.0435, 0.0276, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0398, 0.0116, 0.0276, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0441, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0525, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.1016, 0.0116, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.1016, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0435, 0.0435, 0.0116, 0.0435, 0.0435, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0622, 0.1053, 0.0435, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0398, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0622, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.1041, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.1016, 0.0116, 0.0435, 0.0435, 0.0116, 0.0435, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0276, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0276, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0524, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0435, 0.0435, 0.0435, 0.0116, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0276, 0.0622, 0.0622, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0418, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.1041, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0313, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0524, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0622, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0313, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116],
".resid": [-0.3564, -0.4353, -0.4353, -0.4353, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5174, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5174, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.4212, -0.5088, -0.5386, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.0446, -0.0446, 0.0429, -0.3849, -0.3849, -0.3849, -0.4022, -0.2973, -0.2973, -0.4022, -0.0705, -0.0705, 0.017, -0.0705, 0.5353, 0.5353, 0.5353, 0.3748, 0.3748, 0.3748, 0.3748, 0.3748, 0.3454, 0.3661, 0.3748, 0.3748, 0.3748, 0.3748, 0.3748, 0.3748, 0.3826, 0.3826, 0.3826, 0.3826, -0.2201, -0.2201, -0.2201, -0.2201, -0.2201, -0.2201, -0.2201, -0.2201, -0.2201, -0.2201, 0.1633, 0.1633, 0.1633, 0.1633, 0.1546, 0.1633, -0.393, -0.393, -0.393, -0.393, -0.393, 0.3775, 0.3775, 0.3775, 0.3775, -0.458, -0.458, -0.458, -0.458, -0.458, -0.4666, 0.4729, 0.4729, 0.4556, 0.4729, 0.4729, 0.4729, 0.5605, 0.4643, 0.4729, 0.4436, 0.0921, 0.0046, 0.0334, 0.0046, -0.3338, -0.3425, 0.467, 0.467, 0.467, 0.467, -0.4065, -0.4065, -0.4065, -0.4065, -0.4065, -0.4065, -0.4065, -0.3277, -0.4065, -0.4065, -0.4065, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0302, 0.0388, 0.0388, 0.0008, 0.0388, 0.009, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0302, 0.0215, 0.0388, 0.0388, 0.0302, 0.0302, 0.0388, 0.0388, 0.0095, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.1263, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0008, 0.0388, 0.3646, 0.3646, 0.3646, 0.2312, 0.2312, 0.2312, 0.2312, 0.3187, 0.2312, 0.2312, 0.2312, 0.2312, 0.4058, 0.4058, 0.4058, 0.4058, 0.4058, 0.4058, 0.5769, 0.5769, 0.314, 0.314, 0.314, 0.314, 0.314, 0.2967, 0.314, 0.4015, 0.2847, 0.2799, 0.3675, 0.2799, 0.2799, 0.2799, 0.2626, 0.2799, 0.2799, 0.2799, 0.2799, 0.2799, 0.2799, 0.2799, 0.2799, -0.0293, 0.0582, -0.0293, -0.0587, -0.0293, -0.0293, -0.0293, -0.0293, -0.0673, -0.0293, -0.0587, -0.0293, -0.0587, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0587, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0587, 0.0289, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.088, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0587, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, 0.0582, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0591, -0.0293, -0.0293, -0.0293, -0.0587, -0.0293, -0.0293, -0.0293, -0.0467, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0591, 0.7172, 0.7172, 0.7172, 0.7172, 0.7172, 0.7172, -0.2674, -0.2674, -0.2674, -0.2674, -0.1799, -0.4658, -0.4658, -0.4658, -0.4222, -0.4222, -0.4515, -0.4222, -0.4222, -0.4222, -0.4222, -0.4222, -0.4222, -0.4222, 0.4248, 0.4248, 0.4248, 0.4248, 0.4248, 0.0107, 0.0107, 0.0107, 0.0107, 0.1787, 0.1787, 0.1787, 0.0549, 0.0549, 0.1424, -0.5233, -0.5233, -0.4358, -0.4358, -0.5233, -0.4358, -0.4358, 0.4275, 0.4275, -0.349, -0.4366, -0.4366, -0.4366, -0.4366, -0.4366, -0.4366, -0.4366, -0.4366, -0.4316, -0.4316, -0.4316, -0.3441, 0.2773, 0.2773, 0.2773, 0.2773, 0.2773, 0.623, 0.623, 0.623, 0.5467, 0.6342, 0.5467, 0.5467, 0.5467, 0.5467, 0.5467, 0.5467, 0.224, 0.1641, 0.0592, 0.0381, 0.1641, 0.0765, 0.0765, 0.0592, 0.0765, 0.0765, 0.2431, 0.2051, 0.2344, 0.2431, 0.2431, 0.2431, 0.2431, 0.2134, 0.2134, 0.2134, 0.2134, 0.2134, 0.2134, 0.2134, 0.2134, 0.2134, 0.1841, 0.1961, 0.2134, 0.2134, 0.0869, 0.0869, 0.0869, 0.0869, -0.1268, -0.1268, -0.0263, -0.0263, -0.035, -0.0263, -0.0263, -0.0263, -0.0263, -0.0263, -0.0263, 0.3608, 0.3608, 0.3608, 0.3608, 0.3608, 0.3608, 0.3608, 0.3608, 0.3608, 0.3608, 0.3435, 0.3608, 0.5528, 0.3442, 0.3442, 0.3442, 0.3442, 0.5627, 0.5627, 0.5627, 0.3664, 0.3664, 0.3664, 0.3379, 0.3379, 0.3379, 0.3379, 0.3086, 0.3379, 0.3379, 0.3379, 0.3379, 0.3379, 0.3379, 0.2206, 0.3379, 0.3379, 0.3379, 0.3379, 0.3379, 0.3379, 0.3379, 0.3081, 0.3379, 0.4255, 0.4255, -0.1225, -0.0349, -0.1225, -0.1225, -0.0349, -0.1225, -0.1225, -0.1225, -0.0087, -0.0087, -0.0087, -0.088, -0.088, -0.088, -0.088, -0.088, -0.088, 0.6765, 0.6472, 0.6472, 0.6765, 0.3676, 0.3676, 0.4551, 0.3676, 0.3873, 0.3873, -0.2877, -0.279, -0.279, -0.3083, -0.279, -0.279, -0.279, -0.2877, -0.279, -0.279, -0.3083, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.1915, -0.3083, 0.5051, 0.5051, 0.4964, 0.5051, 0.5051, 0.5258, 0.5258, 0.6133, 0.2757, 0.2757, 0.2757, 0.2757, 0.2757, 0.2757, 0.2757, 0.2757, 0.2757, 0.2757, 0.7583, 0.7583, -0.1284, -0.1284, -0.1284, -0.0495, -0.0409, -0.1284, -0.1284, -0.1284, -0.1284, -0.1284, -0.1284, -0.0409, -0.0409, -0.0409, 0.2153, 0.1278, 0.1278, 0.1278, 0.1105, 0.1278, 0.1278, 0.1278, 0.0985, 0.1105, -0.4498, -0.4324, -0.4324, -0.4324, -0.4324, -0.4324, -0.4324, 0.3217, 0.3304, 0.3304, 0.3304, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.2277, -0.2277, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3239, -0.3239, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.2277, -0.3152, -0.3152, -0.3152, -0.3326, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3239, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3239, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.2277, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.2946, -0.3152, -0.3152, -0.3152, -0.3152, -0.2277, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.4326, -0.3152, -0.3152, -0.3152, 0.2736, 0.1861, 0.1861, 0.2736, 0.1861, 0.1861, 0.1861, 0.1774, 0.1861, 0.1861, 0.1774, 0.1861, 0.1861, 0.1861, 0.1861, 0.1861, 0.1774, 0.1861, 0.1861, 0.1861, 0.1861, 0.2736, 0.1861, 0.1861, 0.3724, 0.3637, 0.3724, 0.3724, 0.3724, 0.3724, 0.3724, 0.3724, 0.3724, 0.3724, 0.6639, 0.6639, 0.4343, 0.4343, 0.4343, 0.4343, 0.0169, 0.0169, 0.0169, 0.7074, 0.7074, 0.7074, 0.7074, 0.2246, 0.2246, 0.2246, 0.2246, 0.2246, 0.2246, -0.4267, -0.4267, -0.3391, -0.4267, -0.4353, 0.2993, 0.2993, 0.2993, 0.3869, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, 0.0131, -0.0745, -0.0831, -0.0745, -0.0745, -0.1038, -0.0745, -0.0745, -0.0745, 0.0044, -0.0745, -0.0745, -0.0745, -0.0831, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0831, -0.0745, -0.0745, -0.0745, -0.0918, -0.0831, 0.2638, 0.2638, 0.2638, 0.3289, 0.6432, 0.6518, 0.6432, 0.6225, 0.6518, 0.6518, 0.6518, 0.6518, 0.6518, 0.6432, 0.6518, 0.6518, 0.6518, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, 0.4893, 0.4893],
".hat": [0.0268, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.1007, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0377, 0.0184, 0.0184, 0.0377, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0184, 0.0096, 0.0013, 0.0074, 0.0184, 0.0013, 0.0329, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0268, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0154, 0.0013, 0.1007, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0377, 0.0013, 0.0013, 0.0096, 0.0096, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0154, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0377, 0.0013, 0.0184, 0.0074, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0154, 0.0013, 0.0074, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.019, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0269, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.1007, 0.0013, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.1007, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0184, 0.0184, 0.0013, 0.0184, 0.0184, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0377, 0.1081, 0.0184, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0154, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0377, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.1057, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.1007, 0.0013, 0.0184, 0.0184, 0.0013, 0.0184, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0074, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0074, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0268, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0184, 0.0184, 0.0184, 0.0013, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0074, 0.0377, 0.0377, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.017, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.1057, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0096, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0268, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0377, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0096, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013],
".sigma": [0.3202, 0.3201, 0.3201, 0.3201, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.3201, 0.32, 0.3199, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.3205, 0.3205, 0.3205, 0.3202, 0.3202, 0.3202, 0.3202, 0.3203, 0.3203, 0.3202, 0.3204, 0.3204, 0.3205, 0.3204, 0.3199, 0.3199, 0.3199, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3199, 0.3201, 0.3201, 0.3201, 0.3204, 0.3205, 0.3205, 0.3205, 0.3203, 0.3202, 0.3201, 0.3201, 0.3201, 0.3201, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3203, 0.3202, 0.3202, 0.3202, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3202, 0.3202, 0.3202, 0.3204, 0.3204, 0.3204, 0.3204, 0.3203, 0.3204, 0.3204, 0.3204, 0.3204, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3199, 0.3199, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3202, 0.3203, 0.3203, 0.3202, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3205, 0.3204, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3204, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3195, 0.3195, 0.3195, 0.3195, 0.3195, 0.3195, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3204, 0.3204, 0.3205, 0.3205, 0.3204, 0.32, 0.32, 0.3201, 0.3201, 0.32, 0.3201, 0.3201, 0.3201, 0.3201, 0.3202, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3202, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3198, 0.3198, 0.3198, 0.3199, 0.3197, 0.3199, 0.3199, 0.3199, 0.3199, 0.3199, 0.3199, 0.3204, 0.3204, 0.3204, 0.3205, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3203, 0.3204, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3199, 0.3202, 0.3202, 0.3202, 0.3202, 0.3199, 0.3199, 0.3199, 0.3202, 0.3202, 0.3202, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3201, 0.3201, 0.3204, 0.3205, 0.3204, 0.3204, 0.3205, 0.3204, 0.3204, 0.3204, 0.3205, 0.3205, 0.3205, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3196, 0.3197, 0.3197, 0.3196, 0.3202, 0.3202, 0.3201, 0.3202, 0.3202, 0.3202, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3203, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.3198, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3194, 0.3194, 0.3204, 0.3204, 0.3204, 0.3205, 0.3205, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3205, 0.3205, 0.3205, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3201, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3204, 0.3203, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3203, 0.3204, 0.3204, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3197, 0.3197, 0.3201, 0.3201, 0.3201, 0.3201, 0.3205, 0.3205, 0.3205, 0.3196, 0.3196, 0.3196, 0.3196, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3201, 0.3201, 0.3202, 0.3201, 0.3201, 0.3203, 0.3203, 0.3203, 0.3202, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3205, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3205, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3197, 0.3197, 0.3197, 0.3198, 0.3197, 0.3197, 0.3197, 0.3197, 0.3197, 0.3197, 0.3197, 0.3197, 0.3197, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.32, 0.32],
".cooksd": [0.0088, 0.0006, 0.0006, 0.0006, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0064, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0064, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0083, 0.0008, 0.088, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 6.3397e-06, 6.3397e-06, 0.0001, 0.0005, 0.0005, 0.0005, 0.016, 0.0041, 0.0041, 0.016, 0, 0, 0, 0, 0.0009, 0.0009, 0.0009, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0022, 0.0032, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0005, 0.0005, 0.0005, 0.0005, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0006, 0.0001, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0007, 0.0007, 0.0007, 0.0007, 0.0007, 0.0052, 0.0007, 0.0007, 0.0206, 0.0007, 0.0007, 0.0007, 0.0146, 0.0051, 0.0007, 0.0036, 0.0004, 6.6519e-08, 0.0001, 6.6519e-08, 0.0004, 0.0028, 0.0007, 0.0007, 0.0007, 0.0007, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0074, 0.0005, 0.0005, 0.0005, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 0, 4.8044e-06, 4.8044e-06, 2.6252e-08, 4.8044e-06, 0, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 0, 0, 4.8044e-06, 4.8044e-06, 0, 0, 4.8044e-06, 4.8044e-06, 1.6514e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 0.0007, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 2.6252e-08, 4.8044e-06, 0.0004, 0.0004, 0.0004, 0.0002, 0.0002, 0.0002, 0.0002, 0.0047, 0.0002, 0.0002, 0.0002, 0.0002, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0011, 0.0011, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0087, 0.0003, 0.0075, 0.0015, 0.0002, 0.0063, 0.0002, 0.0002, 0.0002, 0.0068, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 2.7447e-06, 0.0002, 2.7447e-06, 0.0001, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0002, 2.7447e-06, 0.0001, 2.7447e-06, 0.0001, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0001, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0001, 0, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0005, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0001, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0002, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0011, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0001, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0002, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0011, 0.0016, 0.0016, 0.0016, 0.0016, 0.0016, 0.0016, 0.0002, 0.0002, 0.0002, 0.0002, 0.0015, 0.0007, 0.0007, 0.0007, 0.0006, 0.0006, 0.0037, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 3.6409e-07, 3.6409e-07, 3.6409e-07, 3.6409e-07, 0.0001, 0.0001, 0.0001, 9.6107e-06, 9.6107e-06, 0.0009, 0.0009, 0.0009, 0.0088, 0.0088, 0.0009, 0.0088, 0.0088, 0.0006, 0.0006, 0.0057, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0055, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0012, 0.0012, 0.0012, 0.001, 0.0187, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.0002, 0.0013, 0.0003, 0.0005, 0.0013, 0, 0, 0.0003, 0, 0, 0.0002, 0.0016, 0.0013, 0.0002, 0.0002, 0.0002, 0.0002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0006, 0.0038, 0.0001, 0.0001, 0, 0, 0, 0, 0.0001, 0.0001, 2.2127e-06, 2.2127e-06, 0, 2.2127e-06, 2.2127e-06, 2.2127e-06, 2.2127e-06, 2.2127e-06, 2.2127e-06, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0117, 0.0004, 0.001, 0.0004, 0.0004, 0.0004, 0.0004, 0.001, 0.001, 0.001, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0017, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0157, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0288, 0.0004, 0.0084, 0.0084, 0, 0.0001, 0, 0, 0.0001, 0, 0, 0, 2.4041e-07, 2.4041e-07, 2.4041e-07, 0, 0, 0, 0, 0, 0, 0.0015, 0.0077, 0.0077, 0.0015, 0.0004, 0.0004, 0.0096, 0.0004, 0.0005, 0.0005, 0.002, 0.0002, 0.0002, 0.0017, 0.0002, 0.0002, 0.0002, 0.002, 0.0002, 0.0002, 0.0017, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0017, 0.0017, 0.0008, 0.0008, 0.0059, 0.0008, 0.0008, 0.0009, 0.0009, 0.0175, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0018, 0.0018, 0.0001, 0.0001, 0.0001, 0.0002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0022, 0.0001, 0.0001, 0.0001, 0.0012, 0.0001, 0.0001, 0.0001, 0.0002, 0.0012, 0.0201, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0025, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0024, 0.0024, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0025, 0.0025, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0024, 0.0003, 0.0003, 0.0003, 0.011, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0025, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0025, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0024, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0037, 0.0003, 0.0003, 0.0003, 0.0003, 0.0024, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0603, 0.0003, 0.0003, 0.0003, 0.0035, 0.0001, 0.0001, 0.0035, 0.0001, 0.0001, 0.0001, 0.0007, 0.0001, 0.0001, 0.0007, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0007, 0.0001, 0.0001, 0.0001, 0.0001, 0.0035, 0.0001, 0.0001, 0.0004, 0.0031, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0014, 0.0014, 0.0006, 0.0006, 0.0006, 0.0006, 9.1199e-07, 9.1199e-07, 9.1199e-07, 0.0016, 0.0016, 0.0016, 0.0016, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0006, 0.0006, 0.0054, 0.0006, 0.0045, 0.0003, 0.0003, 0.0003, 0.007, 0, 0, 0, 0, 0, 0, 0, 7.9538e-06, 0, 0.0002, 0, 0, 0.0002, 0, 0, 0, 1.3367e-06, 0, 0, 0, 0.0002, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.0002, 0, 0, 0, 0.0008, 0.0002, 0.0002, 0.0002, 0.0002, 0.0003, 0.0098, 0.0014, 0.0098, 0.0071, 0.0014, 0.0014, 0.0014, 0.0014, 0.0014, 0.0098, 0.0014, 0.0014, 0.0014, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 0.0008, 0.0008],
".std.resid": [-1.1281, -1.36, -1.36, -1.36, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.6234, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.6234, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.3275, -1.5896, -1.7732, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -0.1393, -0.1393, 0.1353, -1.2024, -1.2024, -1.2024, -1.2801, -0.937, -0.937, -1.2801, -0.2202, -0.2202, 0.0537, -0.2202, 1.6725, 1.6725, 1.6725, 1.1709, 1.1709, 1.1709, 1.1709, 1.1709, 1.0826, 1.1485, 1.1709, 1.1709, 1.1709, 1.1709, 1.1709, 1.1709, 1.1954, 1.1954, 1.1954, 1.1954, -0.6876, -0.6876, -0.6876, -0.6876, -0.6876, -0.6876, -0.6876, -0.6876, -0.6876, -0.6876, 0.5102, 0.5102, 0.5102, 0.5102, 0.4851, 0.5102, -1.2279, -1.2279, -1.2279, -1.2279, -1.2279, 1.1794, 1.1794, 1.1794, 1.1794, -1.4309, -1.4309, -1.4309, -1.4309, -1.4309, -1.464, 1.4776, 1.4776, 1.4502, 1.4776, 1.4776, 1.4776, 1.7663, 1.4566, 1.4776, 1.3903, 0.2902, 0.0143, 0.1062, 0.0143, -1.043, -1.0745, 1.4591, 1.4591, 1.4591, 1.4591, -1.2702, -1.2702, -1.2702, -1.2702, -1.2702, -1.2702, -1.2702, -1.0371, -1.2702, -1.2702, -1.2702, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.0946, 0.1213, 0.1213, 0.0026, 0.1213, 0.0297, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.0946, 0.0684, 0.1213, 0.1213, 0.0946, 0.0946, 0.1213, 0.1213, 0.0297, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.3982, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.0026, 0.1213, 1.1392, 1.1392, 1.1392, 0.7222, 0.7222, 0.7222, 0.7222, 1.0043, 0.7222, 0.7222, 0.7222, 0.7222, 1.268, 1.268, 1.268, 1.268, 1.268, 1.268, 1.8025, 1.8025, 0.9811, 0.9811, 0.9811, 0.9811, 0.9811, 0.9443, 0.9811, 1.2654, 0.8922, 0.8746, 1.1581, 0.8746, 0.8746, 0.8746, 0.8359, 0.8746, 0.8746, 0.8746, 0.8746, 0.8746, 0.8746, 0.8746, 0.8746, -0.0917, 0.1834, -0.0917, -0.1839, -0.0917, -0.0917, -0.0917, -0.0917, -0.2119, -0.0917, -0.1839, -0.0917, -0.1839, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.1839, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.1839, 0.091, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.2785, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.1839, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, 0.1834, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.1947, -0.0917, -0.0917, -0.0917, -0.1839, -0.0917, -0.0917, -0.0917, -0.1485, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.1947, 2.2409, 2.2409, 2.2409, 2.2409, 2.2409, 2.2409, -0.8355, -0.8355, -0.8355, -0.8355, -0.5669, -1.4555, -1.4555, -1.4555, -1.3191, -1.3191, -1.4151, -1.3191, -1.3191, -1.3191, -1.3191, -1.3191, -1.3191, -1.3191, 1.3271, 1.3271, 1.3271, 1.3271, 1.3271, 0.0334, 0.0334, 0.0334, 0.0334, 0.5582, 0.5582, 0.5582, 0.1715, 0.1715, 0.4488, -1.635, -1.635, -1.3734, -1.3734, -1.635, -1.3734, -1.3734, 1.3357, 1.3357, -1.1, -1.364, -1.364, -1.364, -1.364, -1.364, -1.364, -1.364, -1.364, -1.3484, -1.3484, -1.3484, -1.0843, 0.8664, 0.8664, 0.8664, 0.8664, 0.8664, 1.9465, 1.9465, 1.9465, 1.708, 1.9986, 1.708, 1.708, 1.708, 1.708, 1.708, 1.708, 0.7, 0.517, 0.1884, 0.1259, 0.517, 0.2391, 0.2391, 0.1884, 0.2391, 0.2391, 0.7595, 0.6454, 0.7355, 0.7595, 0.7595, 0.7595, 0.7595, 0.6668, 0.6668, 0.6668, 0.6668, 0.6668, 0.6668, 0.6668, 0.6668, 0.6668, 0.577, 0.6242, 0.6668, 0.6668, 0.2715, 0.2715, 0.2715, 0.2715, -0.3961, -0.3961, -0.0823, -0.0823, -0.1098, -0.0823, -0.0823, -0.0823, -0.0823, -0.0823, -0.0823, 1.1273, 1.1273, 1.1273, 1.1273, 1.1273, 1.1273, 1.1273, 1.1273, 1.1273, 1.1273, 1.0933, 1.1273, 1.7271, 1.0754, 1.0754, 1.0754, 1.0754, 1.7579, 1.7579, 1.7579, 1.1447, 1.1447, 1.1447, 1.0558, 1.0558, 1.0558, 1.0558, 0.9672, 1.0558, 1.0558, 1.0558, 1.0558, 1.0558, 1.0558, 0.7284, 1.0558, 1.0558, 1.0558, 1.0558, 1.0558, 1.0558, 1.0558, 1.0146, 1.0558, 1.3408, 1.3408, -0.3826, -0.1101, -0.3826, -0.3826, -0.1101, -0.3826, -0.3826, -0.3826, -0.0271, -0.0271, -0.0271, -0.2749, -0.2749, -0.2749, -0.2749, -0.2749, -0.2749, 2.1136, 2.0282, 2.0282, 2.1136, 1.1484, 1.1484, 1.4342, 1.1484, 1.2101, 1.2101, -0.9025, -0.8717, -0.8717, -0.9663, -0.8717, -0.8717, -0.8717, -0.9025, -0.8717, -0.8717, -0.9663, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.6034, -0.9663, 1.5781, 1.5781, 1.5575, 1.5781, 1.5781, 1.6428, 1.6428, 1.9329, 0.8615, 0.8615, 0.8615, 0.8615, 0.8615, 0.8615, 0.8615, 0.8615, 0.8615, 0.8615, 2.3691, 2.3691, -0.4012, -0.4012, -0.4012, -0.1568, -0.1288, -0.4012, -0.4012, -0.4012, -0.4012, -0.4012, -0.4012, -0.1288, -0.1288, -0.1288, 0.6787, 0.3994, 0.3994, 0.3994, 0.3517, 0.3994, 0.3994, 0.3994, 0.3087, 0.3517, -1.4316, -1.3511, -1.3511, -1.3511, -1.3511, -1.3511, -1.3511, 1.0093, 1.0322, 1.0322, 1.0322, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.7176, -0.7176, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -1.0162, -1.0162, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.7176, -0.9849, -0.9849, -0.9849, -1.0585, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -1.0162, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -1.0162, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.7176, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9277, -0.9849, -0.9849, -0.9849, -0.9849, -0.7176, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -1.4282, -0.9849, -0.9849, -0.9849, 0.8624, 0.5815, 0.5815, 0.8624, 0.5815, 0.5815, 0.5815, 0.5567, 0.5815, 0.5815, 0.5567, 0.5815, 0.5815, 0.5815, 0.5815, 0.5815, 0.5567, 0.5815, 0.5815, 0.5815, 0.5815, 0.8624, 0.5815, 0.5815, 1.1635, 1.1411, 1.1635, 1.1635, 1.1635, 1.1635, 1.1635, 1.1635, 1.1635, 1.1635, 2.0743, 2.0743, 1.357, 1.357, 1.357, 1.357, 0.0528, 0.0528, 0.0528, 2.2103, 2.2103, 2.2103, 2.2103, 0.7017, 0.7017, 0.7017, 0.7017, 0.7017, 0.7017, -1.333, -1.333, -1.0688, -1.333, -1.3658, 0.9352, 0.9352, 0.9352, 1.2192, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, 0.0412, -0.2326, -0.2608, -0.2326, -0.2326, -0.3252, -0.2326, -0.2326, -0.2326, 0.0139, -0.2326, -0.2326, -0.2326, -0.2608, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2608, -0.2326, -0.2326, -0.2326, -0.2921, -0.2608, 0.8241, 0.8241, 0.8241, 1.0276, 2.0179, 2.0366, 2.0179, 1.9509, 2.0366, 2.0366, 2.0366, 2.0366, 2.0366, 2.0179, 2.0366, 2.0366, 2.0366, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, 1.5286, 1.5286]
}
}
Output Explaination
Linear Model
diag_model
r.squared
R^2, the ‘fraction of variance explained by the model’, R^2 = 1 - sum(R[i]^2) / sum((y[i]- y*)^2),
where y* is the mean of y[i] if there is an intercept and zero otherwise.
adj.r.squared
- the above R^2 statistic 'adjusted', penalizing for higher p.
sigma
- the square root of the estimated residual variance.
sigma^2 = 1/(n-p) sum(w[i] R[i]^2), where R[i] is the i-th residual, residuals[i].
statistic
- F-statistic of the model
p.value
- p-value from the F test, describing whether the full regression is significant. (If
<= 0.05, at least one of the coefficients is significant)
df
- degrees of freedom used by the coefficients
logLik
- the data's log-likelihood under the model. formula
AIC
- Akaike's ‘An Information Criterion’.
-2 * logLik + k * npar, where npar represents the number of parameters in the fitted model, and k = 2. The lower the better
BIC
- Schwarz's Bayesian criterion. AIC formula but with
k = log(n) (n being the number of observations). The lower the better
deviance
- quality-of-fit statistic for a model that is often used for statistical hypothesis testing. It is a generalization of the idea of using the sum of squares of residuals in ordinary least squares to cases where model-fitting is achieved by maximum likelihood. source
df.residual
- residual degrees of freedom
diag_coefs
term
- the term in the linear model being estimated and tested. Incluces
(Intercept), if present.
estimate
- the estimated coefficient
std.error
- the standard error for the corresponding coefficient
statistic
- the T-statistic value of the corresponding coefficient
p.value
- the p-value of the T-statistic test. (If
<= 0.05, there is belief that this parameter is significant in the presence of the other coefficients)
diag_data
.rownames
- row name from the data set being used
- RESPONSE_VARIABLE
- column in data used as response
BETA_VARIABLES
- columns in data used as beta coefficients
.fitted
- predicted values of the model
.se.fit
- standard errors of fitted values. How strong of a fit it is.
.resid
- the difference between the observed and
.fitted values.
.hat
- Diagonal if the Hat Matrix. Or a measure of how far away the independent variable values of an observation are from those of the other observations. A point is considered influential if the
.hat[i] > 2 * p / n.
.sigma
- Estimate of residual standard deviation when corresponding observation is dropped from model
.cooksd
- estimate of the influence of a data point when performing a least-squares regression analysis. A point is considered influential if
.cooksd[i] > 4/n.
.std.residstd.resid[i] = residual[i] / standard.deviation(residual[i]). The .std.resid should follow a standard normal curve.
d3m-purdue/d3mLm documentation built on May 20, 2019, 2:25 p.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.
d3mLm
Installation
You can install d3mLm from github with:
# install.packages("devtools")
devtools::install_github("d3m-purdue/d3mLm")
Example
This is a basic example which shows you how to solve a common problem:
data(radon_mn, package = "d3mLm")
str(radon_mn)
# 'data.frame': 919 obs. of 28 variables:
# $ radonFile_index: chr "5081" "5082" "5083" "5084" ...
# $ state : chr "MN" "MN" "MN" "MN" ...
# $ state2 : chr "MN" "MN" "MN" "MN" ...
# $ stfips : num 27 27 27 27 27 27 27 27 27 27 ...
# $ zip : chr "55735" "55748" "55748" "56469" ...
# $ region : num 5 5 5 5 3 3 3 3 3 3 ...
# $ typebldg : num 1 1 1 1 1 1 1 1 1 1 ...
# $ floor : num 1 0 0 0 0 0 0 0 0 0 ...
# $ room : num 3 4 4 4 4 4 4 2 4 4 ...
# $ basement : chr "N" "Y" "Y" "Y" ...
# $ windoor : chr NA NA NA NA ...
# $ rep : chr "2" "5" "3" "2" ...
# $ stratum : num 4 2 2 2 2 2 2 2 2 2 ...
# $ wave : chr "41" "40" "42" "24" ...
# $ starttm : chr "930.0" "1615.0" "1030.0" "1410.0" ...
# $ stoptm : chr "930.0" "1615.0" "1515.0" "1410.0" ...
# $ startdt : chr "12088.0" "11888.0" "20288.0" "122987.0" ...
# $ stopdt : chr "12288.0" "12088.0" "21188.0" "123187.0" ...
# $ activity : num 2.2 2.2 2.9 1 3.1 2.5 1.5 1 0.7 1.2 ...
# $ pcterr : num 9.7 14.5 9.6 24.3 13.8 12.8 14.5 18 25.1 17.5 ...
# $ adjwt : num 1146 471 433 462 433 ...
# $ dupflag : num 1 0 0 0 0 0 0 0 0 0 ...
# $ zipflag : num 0 0 0 0 0 0 0 0 0 0 ...
# $ cntyfips : num 1 1 1 1 3 3 3 3 3 3 ...
# $ county : chr "AITKIN" "AITKIN" "AITKIN" "AITKIN" ...
# $ fips : chr "27001.0" "27001.0" "27001.0" "27001.0" ...
# $ Uppm : num 0.502 0.502 0.502 0.502 0.429 ...
# $ county_code : chr "0" "0" "0" "0" ...
radon_model <- lm(Uppm ~ typebldg + basement + dupflag, data = radon_mn)
radon_model
#
# Call:
# lm(formula = Uppm ~ typebldg + basement + dupflag, data = radon_mn)
#
# Coefficients:
# (Intercept) typebldg basementY dupflag
# 0.820478 0.029328 0.087523 0.008665
#
run_model(radon_mn, "Uppm", c("typebldg", "basement", "dupflag"))
{
"model_type": "linear model",
"model_call": "lm(formula = Uppm ~ typebldg + basement + dupflag, data = radon_mn)",
"response_variable": "Uppm",
"beta_variables": ["(Intercept)", "typebldg", "basementY", "dupflag"],
"diag_model": {
"r.squared": 0.005,
"adj.r.squared": 0.0016,
"sigma": 0.3203,
"statistic": 1.4628,
"p.value": 0.2233,
"df": 4,
"logLik": -244.147,
"AIC": 498.2939,
"BIC": 522.1822,
"deviance": 89.65,
"df.residual": 874
},
"diag_coefs": {
"term": ["(Intercept)", "typebldg", "basementY", "dupflag"],
"estimate": [0.8205, 0.0293, 0.0875, 0.0087],
"std.error": [0.0565, 0.0261, 0.0445, 0.0319],
"statistic": [14.516, 1.122, 1.9662, 0.2713],
"p.value": [6.1985e-43, 0.2622, 0.0496, 0.7862]
},
"diag_data": {
".rownames": ["1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "16", "17", "18", "19", "20", "21", "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", "33", "34", "36", "38", "39", "40", "41", "42", "43", "44", "45", "46", "47", "48", "49", "50", "52", "53", "54", "55", "56", "57", "58", "59", "60", "61", "62", "63", "64", "65", "66", "67", "68", "69", "70", "71", "72", "73", "74", "75", "76", "77", "78", "79", "80", "81", "82", "83", "84", "85", "87", "88", "89", "90", "91", "92", "93", "94", "95", "96", "97", "98", "99", "100", "101", "102", "103", "104", "105", "106", "107", "108", "109", "110", "111", "112", "113", "114", "115", "116", "117", "118", "119", "120", "121", "122", "124", "125", "127", "129", "130", "131", "132", "133", "134", "135", "137", "138", "139", "140", "141", "142", "143", "144", "145", "146", "147", "148", "150", "151", "152", "153", "154", "155", "156", "157", "158", "159", "160", "161", "162", "163", "164", "165", "166", "168", "169", "170", "171", "172", "173", "174", "175", "176", "178", "179", "180", "181", "182", "183", "184", "185", "187", "188", "189", "190", "192", "193", "194", "195", "196", "197", "198", "199", "200", "201", "203", "204", "205", "206", "207", "208", "209", "210", "211", "212", "213", "214", "215", "216", "217", "218", "219", "220", "221", "222", "223", "224", "225", "226", "227", "228", "229", "230", "231", "232", "233", "234", "235", "236", "237", "238", "239", "240", "241", "242", "243", "244", "245", "246", "247", "248", "249", "250", "251", "252", "253", "254", "255", "256", "257", "258", "259", "260", "261", "262", "263", "264", "266", "267", "268", "269", "270", "271", "272", "273", "274", "275", "276", "277", "278", "279", "280", "281", "282", "283", "285", "286", "287", "288", "289", "290", "291", "292", "293", "294", "295", "296", "297", "298", "299", "300", "301", "302", "303", "304", "305", "306", "307", "309", "310", "311", "312", "313", "314", "315", "316", "317", "318", "319", "320", "321", "322", "323", "324", "325", "326", "327", "328", "329", "330", "331", "332", "333", "334", "335", "336", "337", "338", "340", "341", "342", "343", "344", "345", "346", "347", "348", "349", "351", "352", "353", "354", "355", "356", "357", "358", "359", "360", "361", "362", "363", "364", "366", "367", "368", "369", "370", "371", "372", "373", "374", "375", "376", "377", "378", "379", "380", "381", "382", "383", "384", "385", "386", "387", "389", "390", "391", "392", "393", "394", "395", "396", "397", "398", "399", "400", "401", "402", "403", "404", "405", "407", "408", "409", "410", "411", "412", "413", "414", "415", "416", "417", "418", "419", "420", "421", "422", "423", "424", "425", "426", "427", "428", "429", "430", "431", "432", "433", "434", "435", "436", "437", "439", "440", "441", "442", "443", "444", "445", "446", "447", "448", "449", "450", "451", "452", "453", "454", "455", "456", "457", "458", "459", "460", "461", "462", "463", "464", "465", "466", "467", "468", "469", "470", "471", "472", "473", "474", "475", "476", "477", "478", "479", "480", "481", "482", "484", "485", "486", "487", "488", "489", "490", "491", "492", "493", "494", "495", "496", "497", "498", "499", "500", "501", "503", "504", "505", "506", "507", "508", "509", "510", "511", "512", "513", "514", "515", "516", "517", "518", "519", "520", "521", "522", "523", "524", "525", "526", "527", "528", "529", "530", "531", "532", "533", "534", "535", "536", "537", "538", "539", "540", "541", "542", "543", "544", "545", "546", "547", "548", "549", "550", "551", "552", "553", "554", "555", "556", "557", "558", "559", "560", "561", "562", "563", "564", "565", "566", "567", "568", "569", "570", "571", "572", "573", "574", "575", "576", "577", "578", "579", "580", "581", "582", "583", "584", "585", "586", "587", "588", "589", "590", "591", "592", "593", "594", "595", "596", "597", "598", "599", "600", "601", "602", "603", "604", "605", "606", "607", "608", "609", "610", "611", "612", "613", "614", "616", "617", "618", "619", "620", "621", "622", "623", "624", "625", "626", "627", "628", "629", "630", "631", "632", "633", "634", "635", "636", "638", "639", "640", "641", "642", "643", "644", "646", "648", "649", "650", "651", "652", "654", "655", "656", "657", "658", "659", "660", "661", "662", "664", "665", "666", "667", "668", "670", "671", "672", "673", "674", "675", "676", "677", "678", "679", "680", "681", "682", "683", "684", "685", "686", "687", "688", "689", "690", "691", "692", "693", "694", "695", "696", "697", "698", "699", "700", "701", "702", "703", "704", "705", "706", "707", "708", "709", "710", "711", "712", "713", "714", "715", "716", "717", "718", "719", "720", "721", "722", "724", "725", "726", "727", "728", "729", "730", "731", "732", "733", "734", "735", "736", "737", "738", "739", "740", "741", "742", "743", "744", "745", "746", "747", "748", "749", "750", "751", "752", "753", "754", "755", "756", "757", "758", "759", "760", "761", "762", "763", "764", "765", "766", "767", "768", "769", "770", "771", "772", "773", "774", "775", "776", "777", "778", "779", "780", "781", "782", "783", "784", "785", "786", "787", "789", "790", "791", "792", "793", "794", "795", "796", "797", "798", "799", "800", "801", "802", "803", "804", "805", "806", "807", "808", "809", "810", "811", "812", "813", "814", "815", "816", "817", "818", "819", "820", "821", "822", "823", "824", "825", "827", "828", "829", "830", "831", "832", "833", "834", "835", "836", "837", "838", "839", "840", "841", "842", "843", "844", "845", "846", "847", "848", "849", "850", "852", "853", "854", "856", "857", "858", "859", "860", "861", "862", "863", "864", "865", "867", "868", "869", "871", "872", "873", "874", "875", "876", "877", "878", "879", "880", "881", "882", "883", "884", "885", "886", "887", "888", "889", "890", "891", "892", "893", "894", "895", "896", "897", "898", "899", "900", "901", "902", "903", "904", "905", "906", "907", "908", "909", "910", "911", "912", "913", "914", "915", "916", "917", "918", "919"],
"Uppm": [0.5021, 0.5021, 0.5021, 0.5021, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.4286, 0.8927, 0.8927, 0.8927, 0.5525, 0.5525, 0.5525, 0.5525, 0.5525, 0.5525, 0.5525, 0.8668, 0.8668, 0.8668, 0.8668, 1.4726, 1.4726, 1.4726, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3121, 1.3199, 1.3199, 1.3199, 1.3199, 0.7173, 0.7173, 0.7173, 0.7173, 0.7173, 0.7173, 0.7173, 0.7173, 0.7173, 0.7173, 1.1006, 1.1006, 1.1006, 1.1006, 1.1006, 1.1006, 0.5443, 0.5443, 0.5443, 0.5443, 0.5443, 1.3148, 1.3148, 1.3148, 1.3148, 0.4794, 0.4794, 0.4794, 0.4794, 0.4794, 0.4794, 1.4103, 1.4103, 1.4103, 1.4103, 1.4103, 1.4103, 1.4103, 1.4103, 1.4103, 1.4103, 0.9419, 0.9419, 0.9419, 0.9419, 0.6035, 0.6035, 1.4043, 1.4043, 1.4043, 1.4043, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.5308, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 0.9761, 1.3019, 1.3019, 1.3019, 1.1685, 1.1685, 1.1685, 1.1685, 1.1685, 1.1685, 1.1685, 1.1685, 1.1685, 1.3432, 1.3432, 1.3432, 1.3432, 1.3432, 1.3432, 1.5142, 1.5142, 1.2513, 1.2513, 1.2513, 1.2513, 1.2513, 1.2513, 1.2513, 1.2513, 1.2513, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 1.2173, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 0.908, 1.6546, 1.6546, 1.6546, 1.6546, 1.6546, 1.6546, 0.6699, 0.6699, 0.6699, 0.6699, 0.6699, 0.4715, 0.4715, 0.4715, 0.5151, 0.5151, 0.5151, 0.5151, 0.5151, 0.5151, 0.5151, 0.5151, 0.5151, 0.5151, 1.3621, 1.3621, 1.3621, 1.3621, 1.3621, 0.948, 0.948, 0.948, 0.948, 1.116, 1.116, 1.116, 0.9922, 0.9922, 0.9922, 0.414, 0.414, 0.414, 0.414, 0.414, 0.414, 0.414, 1.3648, 1.3648, 0.5008, 0.5008, 0.5008, 0.5008, 0.5008, 0.5008, 0.5008, 0.5008, 0.5008, 0.5058, 0.5058, 0.5058, 0.5058, 1.2146, 1.2146, 1.2146, 1.2146, 1.2146, 1.5603, 1.5603, 1.5603, 1.484, 1.484, 1.484, 1.484, 1.484, 1.484, 1.484, 1.484, 1.1614, 1.0139, 1.0139, 1.0139, 1.0139, 1.0139, 1.0139, 1.0139, 1.0139, 1.0139, 1.1804, 1.1804, 1.1804, 1.1804, 1.1804, 1.1804, 1.1804, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.1508, 1.0242, 1.0242, 1.0242, 1.0242, 0.8105, 0.8105, 0.911, 0.911, 0.911, 0.911, 0.911, 0.911, 0.911, 0.911, 0.911, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.2981, 1.4901, 1.2815, 1.2815, 1.2815, 1.2815, 1.5, 1.5, 1.5, 1.3037, 1.3037, 1.3037, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 1.2753, 0.8149, 0.8149, 0.8149, 0.8149, 0.8149, 0.8149, 0.8149, 0.8149, 0.9286, 0.9286, 0.9286, 0.8493, 0.8493, 0.8493, 0.8493, 0.8493, 0.8493, 1.6138, 1.6138, 1.6138, 1.6138, 1.3049, 1.3049, 1.3049, 1.3049, 1.3247, 1.3247, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 0.6583, 1.4424, 1.4424, 1.4424, 1.4424, 1.4424, 1.4631, 1.4631, 1.4631, 1.2131, 1.2131, 1.2131, 1.2131, 1.2131, 1.2131, 1.2131, 1.2131, 1.2131, 1.2131, 1.6956, 1.6956, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 0.8089, 1.0652, 1.0652, 1.0652, 1.0652, 1.0652, 1.0652, 1.0652, 1.0652, 1.0652, 1.0652, 0.5049, 0.5049, 0.5049, 0.5049, 0.5049, 0.5049, 0.5049, 1.2677, 1.2677, 1.2677, 1.2677, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 0.6221, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.1234, 1.3097, 1.3097, 1.3097, 1.3097, 1.3097, 1.3097, 1.3097, 1.3097, 1.3097, 1.3097, 1.6012, 1.6012, 1.3717, 1.3717, 1.3717, 1.3717, 0.9542, 0.9542, 0.9542, 1.6448, 1.6448, 1.6448, 1.6448, 1.1619, 1.1619, 1.1619, 1.1619, 1.1619, 1.1619, 0.5107, 0.5107, 0.5107, 0.5107, 0.5107, 1.2367, 1.2367, 1.2367, 1.2367, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 0.8629, 1.2011, 1.2011, 1.2011, 1.2662, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 1.5892, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 0.9139, 1.4266, 1.4266],
"typebldg": [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 2, 1, 2, 1, 2, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 1, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1],
"basement": ["N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "N", "N", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "N", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "N", "N", "Y", "N", "N", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "N", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "N", "N", "Y", "N", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "N", "Y", "Y", "Y", "Y", "Y", "Y", "N", "N", "N", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "N", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y", "Y"],
"dupflag": [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 2, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 2, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 2, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
".fitted": [0.8585, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9671, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9547, 0.8498, 0.8498, 0.9547, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.8498, 0.946, 0.9373, 0.9667, 0.8498, 0.9373, 0.9085, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8585, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9753, 0.9373, 0.9671, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9547, 0.9373, 0.9373, 0.946, 0.946, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9753, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9547, 0.9373, 0.8498, 0.9667, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9753, 0.9373, 0.9667, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.8791, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.996, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9671, 0.9373, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9671, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.8498, 0.8498, 0.9373, 0.8498, 0.8498, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9547, 0.9758, 0.8498, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.9753, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.9547, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 1.0546, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9671, 0.9373, 0.8498, 0.8498, 0.9373, 0.8498, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9667, 0.9667, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9667, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8585, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.8498, 0.8498, 0.8498, 0.9373, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.9667, 0.9547, 0.9547, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9547, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9167, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 1.0546, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.8498, 0.9373, 0.946, 0.9373, 0.9373, 0.9667, 0.9373, 0.9373, 0.9373, 0.8585, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9547, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.946, 0.9667, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.946, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373, 0.9373],
".se.fit": [0.0524, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.1016, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0622, 0.0435, 0.0435, 0.0622, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0435, 0.0313, 0.0116, 0.0276, 0.0435, 0.0116, 0.0581, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0524, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0398, 0.0116, 0.1016, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0622, 0.0116, 0.0116, 0.0313, 0.0313, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0398, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0622, 0.0116, 0.0435, 0.0276, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0398, 0.0116, 0.0276, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0441, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0525, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.1016, 0.0116, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.1016, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0435, 0.0435, 0.0116, 0.0435, 0.0435, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0622, 0.1053, 0.0435, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0398, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0622, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.1041, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.1016, 0.0116, 0.0435, 0.0435, 0.0116, 0.0435, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0276, 0.0276, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0276, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0524, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0435, 0.0435, 0.0435, 0.0116, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0276, 0.0622, 0.0622, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0622, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0418, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.1041, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0435, 0.0116, 0.0313, 0.0116, 0.0116, 0.0276, 0.0116, 0.0116, 0.0116, 0.0524, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0622, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0313, 0.0276, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0313, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116, 0.0116],
".resid": [-0.3564, -0.4353, -0.4353, -0.4353, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5174, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5174, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.4212, -0.5088, -0.5386, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.5088, -0.0446, -0.0446, 0.0429, -0.3849, -0.3849, -0.3849, -0.4022, -0.2973, -0.2973, -0.4022, -0.0705, -0.0705, 0.017, -0.0705, 0.5353, 0.5353, 0.5353, 0.3748, 0.3748, 0.3748, 0.3748, 0.3748, 0.3454, 0.3661, 0.3748, 0.3748, 0.3748, 0.3748, 0.3748, 0.3748, 0.3826, 0.3826, 0.3826, 0.3826, -0.2201, -0.2201, -0.2201, -0.2201, -0.2201, -0.2201, -0.2201, -0.2201, -0.2201, -0.2201, 0.1633, 0.1633, 0.1633, 0.1633, 0.1546, 0.1633, -0.393, -0.393, -0.393, -0.393, -0.393, 0.3775, 0.3775, 0.3775, 0.3775, -0.458, -0.458, -0.458, -0.458, -0.458, -0.4666, 0.4729, 0.4729, 0.4556, 0.4729, 0.4729, 0.4729, 0.5605, 0.4643, 0.4729, 0.4436, 0.0921, 0.0046, 0.0334, 0.0046, -0.3338, -0.3425, 0.467, 0.467, 0.467, 0.467, -0.4065, -0.4065, -0.4065, -0.4065, -0.4065, -0.4065, -0.4065, -0.3277, -0.4065, -0.4065, -0.4065, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0302, 0.0388, 0.0388, 0.0008, 0.0388, 0.009, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0302, 0.0215, 0.0388, 0.0388, 0.0302, 0.0302, 0.0388, 0.0388, 0.0095, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.1263, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0388, 0.0008, 0.0388, 0.3646, 0.3646, 0.3646, 0.2312, 0.2312, 0.2312, 0.2312, 0.3187, 0.2312, 0.2312, 0.2312, 0.2312, 0.4058, 0.4058, 0.4058, 0.4058, 0.4058, 0.4058, 0.5769, 0.5769, 0.314, 0.314, 0.314, 0.314, 0.314, 0.2967, 0.314, 0.4015, 0.2847, 0.2799, 0.3675, 0.2799, 0.2799, 0.2799, 0.2626, 0.2799, 0.2799, 0.2799, 0.2799, 0.2799, 0.2799, 0.2799, 0.2799, -0.0293, 0.0582, -0.0293, -0.0587, -0.0293, -0.0293, -0.0293, -0.0293, -0.0673, -0.0293, -0.0587, -0.0293, -0.0587, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0587, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0587, 0.0289, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.088, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0587, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, 0.0582, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0591, -0.0293, -0.0293, -0.0293, -0.0587, -0.0293, -0.0293, -0.0293, -0.0467, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0293, -0.0591, 0.7172, 0.7172, 0.7172, 0.7172, 0.7172, 0.7172, -0.2674, -0.2674, -0.2674, -0.2674, -0.1799, -0.4658, -0.4658, -0.4658, -0.4222, -0.4222, -0.4515, -0.4222, -0.4222, -0.4222, -0.4222, -0.4222, -0.4222, -0.4222, 0.4248, 0.4248, 0.4248, 0.4248, 0.4248, 0.0107, 0.0107, 0.0107, 0.0107, 0.1787, 0.1787, 0.1787, 0.0549, 0.0549, 0.1424, -0.5233, -0.5233, -0.4358, -0.4358, -0.5233, -0.4358, -0.4358, 0.4275, 0.4275, -0.349, -0.4366, -0.4366, -0.4366, -0.4366, -0.4366, -0.4366, -0.4366, -0.4366, -0.4316, -0.4316, -0.4316, -0.3441, 0.2773, 0.2773, 0.2773, 0.2773, 0.2773, 0.623, 0.623, 0.623, 0.5467, 0.6342, 0.5467, 0.5467, 0.5467, 0.5467, 0.5467, 0.5467, 0.224, 0.1641, 0.0592, 0.0381, 0.1641, 0.0765, 0.0765, 0.0592, 0.0765, 0.0765, 0.2431, 0.2051, 0.2344, 0.2431, 0.2431, 0.2431, 0.2431, 0.2134, 0.2134, 0.2134, 0.2134, 0.2134, 0.2134, 0.2134, 0.2134, 0.2134, 0.1841, 0.1961, 0.2134, 0.2134, 0.0869, 0.0869, 0.0869, 0.0869, -0.1268, -0.1268, -0.0263, -0.0263, -0.035, -0.0263, -0.0263, -0.0263, -0.0263, -0.0263, -0.0263, 0.3608, 0.3608, 0.3608, 0.3608, 0.3608, 0.3608, 0.3608, 0.3608, 0.3608, 0.3608, 0.3435, 0.3608, 0.5528, 0.3442, 0.3442, 0.3442, 0.3442, 0.5627, 0.5627, 0.5627, 0.3664, 0.3664, 0.3664, 0.3379, 0.3379, 0.3379, 0.3379, 0.3086, 0.3379, 0.3379, 0.3379, 0.3379, 0.3379, 0.3379, 0.2206, 0.3379, 0.3379, 0.3379, 0.3379, 0.3379, 0.3379, 0.3379, 0.3081, 0.3379, 0.4255, 0.4255, -0.1225, -0.0349, -0.1225, -0.1225, -0.0349, -0.1225, -0.1225, -0.1225, -0.0087, -0.0087, -0.0087, -0.088, -0.088, -0.088, -0.088, -0.088, -0.088, 0.6765, 0.6472, 0.6472, 0.6765, 0.3676, 0.3676, 0.4551, 0.3676, 0.3873, 0.3873, -0.2877, -0.279, -0.279, -0.3083, -0.279, -0.279, -0.279, -0.2877, -0.279, -0.279, -0.3083, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.279, -0.1915, -0.3083, 0.5051, 0.5051, 0.4964, 0.5051, 0.5051, 0.5258, 0.5258, 0.6133, 0.2757, 0.2757, 0.2757, 0.2757, 0.2757, 0.2757, 0.2757, 0.2757, 0.2757, 0.2757, 0.7583, 0.7583, -0.1284, -0.1284, -0.1284, -0.0495, -0.0409, -0.1284, -0.1284, -0.1284, -0.1284, -0.1284, -0.1284, -0.0409, -0.0409, -0.0409, 0.2153, 0.1278, 0.1278, 0.1278, 0.1105, 0.1278, 0.1278, 0.1278, 0.0985, 0.1105, -0.4498, -0.4324, -0.4324, -0.4324, -0.4324, -0.4324, -0.4324, 0.3217, 0.3304, 0.3304, 0.3304, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.2277, -0.2277, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3239, -0.3239, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.2277, -0.3152, -0.3152, -0.3152, -0.3326, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3239, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3239, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.2277, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.2946, -0.3152, -0.3152, -0.3152, -0.3152, -0.2277, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.3152, -0.4326, -0.3152, -0.3152, -0.3152, 0.2736, 0.1861, 0.1861, 0.2736, 0.1861, 0.1861, 0.1861, 0.1774, 0.1861, 0.1861, 0.1774, 0.1861, 0.1861, 0.1861, 0.1861, 0.1861, 0.1774, 0.1861, 0.1861, 0.1861, 0.1861, 0.2736, 0.1861, 0.1861, 0.3724, 0.3637, 0.3724, 0.3724, 0.3724, 0.3724, 0.3724, 0.3724, 0.3724, 0.3724, 0.6639, 0.6639, 0.4343, 0.4343, 0.4343, 0.4343, 0.0169, 0.0169, 0.0169, 0.7074, 0.7074, 0.7074, 0.7074, 0.2246, 0.2246, 0.2246, 0.2246, 0.2246, 0.2246, -0.4267, -0.4267, -0.3391, -0.4267, -0.4353, 0.2993, 0.2993, 0.2993, 0.3869, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, 0.0131, -0.0745, -0.0831, -0.0745, -0.0745, -0.1038, -0.0745, -0.0745, -0.0745, 0.0044, -0.0745, -0.0745, -0.0745, -0.0831, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0745, -0.0831, -0.0745, -0.0745, -0.0745, -0.0918, -0.0831, 0.2638, 0.2638, 0.2638, 0.3289, 0.6432, 0.6518, 0.6432, 0.6225, 0.6518, 0.6518, 0.6518, 0.6518, 0.6518, 0.6432, 0.6518, 0.6518, 0.6518, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, -0.0234, 0.4893, 0.4893],
".hat": [0.0268, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.1007, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0377, 0.0184, 0.0184, 0.0377, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0184, 0.0096, 0.0013, 0.0074, 0.0184, 0.0013, 0.0329, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0268, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0154, 0.0013, 0.1007, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0377, 0.0013, 0.0013, 0.0096, 0.0096, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0154, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0377, 0.0013, 0.0184, 0.0074, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0154, 0.0013, 0.0074, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.019, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0269, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.1007, 0.0013, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.1007, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0184, 0.0184, 0.0013, 0.0184, 0.0184, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0377, 0.1081, 0.0184, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0154, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0377, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.1057, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.1007, 0.0013, 0.0184, 0.0184, 0.0013, 0.0184, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0074, 0.0074, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0074, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0268, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0184, 0.0184, 0.0184, 0.0013, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0074, 0.0377, 0.0377, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0377, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.017, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.1057, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0184, 0.0013, 0.0096, 0.0013, 0.0013, 0.0074, 0.0013, 0.0013, 0.0013, 0.0268, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0377, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0096, 0.0074, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0096, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013, 0.0013],
".sigma": [0.3202, 0.3201, 0.3201, 0.3201, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.3201, 0.32, 0.3199, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.3205, 0.3205, 0.3205, 0.3202, 0.3202, 0.3202, 0.3202, 0.3203, 0.3203, 0.3202, 0.3204, 0.3204, 0.3205, 0.3204, 0.3199, 0.3199, 0.3199, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3199, 0.3201, 0.3201, 0.3201, 0.3204, 0.3205, 0.3205, 0.3205, 0.3203, 0.3202, 0.3201, 0.3201, 0.3201, 0.3201, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3203, 0.3202, 0.3202, 0.3202, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3202, 0.3202, 0.3202, 0.3204, 0.3204, 0.3204, 0.3204, 0.3203, 0.3204, 0.3204, 0.3204, 0.3204, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3199, 0.3199, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3202, 0.3203, 0.3203, 0.3202, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3205, 0.3204, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3204, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3195, 0.3195, 0.3195, 0.3195, 0.3195, 0.3195, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3205, 0.3205, 0.3205, 0.3205, 0.3204, 0.3204, 0.3204, 0.3205, 0.3205, 0.3204, 0.32, 0.32, 0.3201, 0.3201, 0.32, 0.3201, 0.3201, 0.3201, 0.3201, 0.3202, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3202, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3198, 0.3198, 0.3198, 0.3199, 0.3197, 0.3199, 0.3199, 0.3199, 0.3199, 0.3199, 0.3199, 0.3204, 0.3204, 0.3204, 0.3205, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3203, 0.3204, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3199, 0.3202, 0.3202, 0.3202, 0.3202, 0.3199, 0.3199, 0.3199, 0.3202, 0.3202, 0.3202, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3201, 0.3201, 0.3204, 0.3205, 0.3204, 0.3204, 0.3205, 0.3204, 0.3204, 0.3204, 0.3205, 0.3205, 0.3205, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3196, 0.3197, 0.3197, 0.3196, 0.3202, 0.3202, 0.3201, 0.3202, 0.3202, 0.3202, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3203, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.3198, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3194, 0.3194, 0.3204, 0.3204, 0.3204, 0.3205, 0.3205, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3205, 0.3205, 0.3205, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3201, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3203, 0.3201, 0.3203, 0.3203, 0.3203, 0.3203, 0.3204, 0.3204, 0.3203, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3203, 0.3204, 0.3204, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3202, 0.3197, 0.3197, 0.3201, 0.3201, 0.3201, 0.3201, 0.3205, 0.3205, 0.3205, 0.3196, 0.3196, 0.3196, 0.3196, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3201, 0.3201, 0.3202, 0.3201, 0.3201, 0.3203, 0.3203, 0.3203, 0.3202, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3205, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3205, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3204, 0.3203, 0.3203, 0.3203, 0.3203, 0.3197, 0.3197, 0.3197, 0.3198, 0.3197, 0.3197, 0.3197, 0.3197, 0.3197, 0.3197, 0.3197, 0.3197, 0.3197, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.3205, 0.32, 0.32],
".cooksd": [0.0088, 0.0006, 0.0006, 0.0006, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0064, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0064, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0083, 0.0008, 0.088, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 0.0008, 6.3397e-06, 6.3397e-06, 0.0001, 0.0005, 0.0005, 0.0005, 0.016, 0.0041, 0.0041, 0.016, 0, 0, 0, 0, 0.0009, 0.0009, 0.0009, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0022, 0.0032, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0005, 0.0005, 0.0005, 0.0005, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0006, 0.0001, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0007, 0.0007, 0.0007, 0.0007, 0.0007, 0.0052, 0.0007, 0.0007, 0.0206, 0.0007, 0.0007, 0.0007, 0.0146, 0.0051, 0.0007, 0.0036, 0.0004, 6.6519e-08, 0.0001, 6.6519e-08, 0.0004, 0.0028, 0.0007, 0.0007, 0.0007, 0.0007, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0074, 0.0005, 0.0005, 0.0005, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 0, 4.8044e-06, 4.8044e-06, 2.6252e-08, 4.8044e-06, 0, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 0, 0, 4.8044e-06, 4.8044e-06, 0, 0, 4.8044e-06, 4.8044e-06, 1.6514e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 0.0007, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 4.8044e-06, 2.6252e-08, 4.8044e-06, 0.0004, 0.0004, 0.0004, 0.0002, 0.0002, 0.0002, 0.0002, 0.0047, 0.0002, 0.0002, 0.0002, 0.0002, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.0011, 0.0011, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0087, 0.0003, 0.0075, 0.0015, 0.0002, 0.0063, 0.0002, 0.0002, 0.0002, 0.0068, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 2.7447e-06, 0.0002, 2.7447e-06, 0.0001, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0002, 2.7447e-06, 0.0001, 2.7447e-06, 0.0001, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0001, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0001, 0, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0005, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0001, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0002, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0011, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0001, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0002, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 2.7447e-06, 0.0011, 0.0016, 0.0016, 0.0016, 0.0016, 0.0016, 0.0016, 0.0002, 0.0002, 0.0002, 0.0002, 0.0015, 0.0007, 0.0007, 0.0007, 0.0006, 0.0006, 0.0037, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 3.6409e-07, 3.6409e-07, 3.6409e-07, 3.6409e-07, 0.0001, 0.0001, 0.0001, 9.6107e-06, 9.6107e-06, 0.0009, 0.0009, 0.0009, 0.0088, 0.0088, 0.0009, 0.0088, 0.0088, 0.0006, 0.0006, 0.0057, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0055, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0012, 0.0012, 0.0012, 0.001, 0.0187, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.0002, 0.0013, 0.0003, 0.0005, 0.0013, 0, 0, 0.0003, 0, 0, 0.0002, 0.0016, 0.0013, 0.0002, 0.0002, 0.0002, 0.0002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0006, 0.0038, 0.0001, 0.0001, 0, 0, 0, 0, 0.0001, 0.0001, 2.2127e-06, 2.2127e-06, 0, 2.2127e-06, 2.2127e-06, 2.2127e-06, 2.2127e-06, 2.2127e-06, 2.2127e-06, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0117, 0.0004, 0.001, 0.0004, 0.0004, 0.0004, 0.0004, 0.001, 0.001, 0.001, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0017, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0157, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0288, 0.0004, 0.0084, 0.0084, 0, 0.0001, 0, 0, 0.0001, 0, 0, 0, 2.4041e-07, 2.4041e-07, 2.4041e-07, 0, 0, 0, 0, 0, 0, 0.0015, 0.0077, 0.0077, 0.0015, 0.0004, 0.0004, 0.0096, 0.0004, 0.0005, 0.0005, 0.002, 0.0002, 0.0002, 0.0017, 0.0002, 0.0002, 0.0002, 0.002, 0.0002, 0.0002, 0.0017, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0017, 0.0017, 0.0008, 0.0008, 0.0059, 0.0008, 0.0008, 0.0009, 0.0009, 0.0175, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0018, 0.0018, 0.0001, 0.0001, 0.0001, 0.0002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0022, 0.0001, 0.0001, 0.0001, 0.0012, 0.0001, 0.0001, 0.0001, 0.0002, 0.0012, 0.0201, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0006, 0.0025, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0024, 0.0024, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0025, 0.0025, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0024, 0.0003, 0.0003, 0.0003, 0.011, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0025, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0025, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0024, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0037, 0.0003, 0.0003, 0.0003, 0.0003, 0.0024, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0003, 0.0603, 0.0003, 0.0003, 0.0003, 0.0035, 0.0001, 0.0001, 0.0035, 0.0001, 0.0001, 0.0001, 0.0007, 0.0001, 0.0001, 0.0007, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0007, 0.0001, 0.0001, 0.0001, 0.0001, 0.0035, 0.0001, 0.0001, 0.0004, 0.0031, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0004, 0.0014, 0.0014, 0.0006, 0.0006, 0.0006, 0.0006, 9.1199e-07, 9.1199e-07, 9.1199e-07, 0.0016, 0.0016, 0.0016, 0.0016, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0002, 0.0006, 0.0006, 0.0054, 0.0006, 0.0045, 0.0003, 0.0003, 0.0003, 0.007, 0, 0, 0, 0, 0, 0, 0, 7.9538e-06, 0, 0.0002, 0, 0, 0.0002, 0, 0, 0, 1.3367e-06, 0, 0, 0, 0.0002, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.0002, 0, 0, 0, 0.0008, 0.0002, 0.0002, 0.0002, 0.0002, 0.0003, 0.0098, 0.0014, 0.0098, 0.0071, 0.0014, 0.0014, 0.0014, 0.0014, 0.0014, 0.0098, 0.0014, 0.0014, 0.0014, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 1.749e-06, 0.0008, 0.0008],
".std.resid": [-1.1281, -1.36, -1.36, -1.36, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.6234, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.6234, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.3275, -1.5896, -1.7732, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -1.5896, -0.1393, -0.1393, 0.1353, -1.2024, -1.2024, -1.2024, -1.2801, -0.937, -0.937, -1.2801, -0.2202, -0.2202, 0.0537, -0.2202, 1.6725, 1.6725, 1.6725, 1.1709, 1.1709, 1.1709, 1.1709, 1.1709, 1.0826, 1.1485, 1.1709, 1.1709, 1.1709, 1.1709, 1.1709, 1.1709, 1.1954, 1.1954, 1.1954, 1.1954, -0.6876, -0.6876, -0.6876, -0.6876, -0.6876, -0.6876, -0.6876, -0.6876, -0.6876, -0.6876, 0.5102, 0.5102, 0.5102, 0.5102, 0.4851, 0.5102, -1.2279, -1.2279, -1.2279, -1.2279, -1.2279, 1.1794, 1.1794, 1.1794, 1.1794, -1.4309, -1.4309, -1.4309, -1.4309, -1.4309, -1.464, 1.4776, 1.4776, 1.4502, 1.4776, 1.4776, 1.4776, 1.7663, 1.4566, 1.4776, 1.3903, 0.2902, 0.0143, 0.1062, 0.0143, -1.043, -1.0745, 1.4591, 1.4591, 1.4591, 1.4591, -1.2702, -1.2702, -1.2702, -1.2702, -1.2702, -1.2702, -1.2702, -1.0371, -1.2702, -1.2702, -1.2702, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.0946, 0.1213, 0.1213, 0.0026, 0.1213, 0.0297, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.0946, 0.0684, 0.1213, 0.1213, 0.0946, 0.0946, 0.1213, 0.1213, 0.0297, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.3982, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.1213, 0.0026, 0.1213, 1.1392, 1.1392, 1.1392, 0.7222, 0.7222, 0.7222, 0.7222, 1.0043, 0.7222, 0.7222, 0.7222, 0.7222, 1.268, 1.268, 1.268, 1.268, 1.268, 1.268, 1.8025, 1.8025, 0.9811, 0.9811, 0.9811, 0.9811, 0.9811, 0.9443, 0.9811, 1.2654, 0.8922, 0.8746, 1.1581, 0.8746, 0.8746, 0.8746, 0.8359, 0.8746, 0.8746, 0.8746, 0.8746, 0.8746, 0.8746, 0.8746, 0.8746, -0.0917, 0.1834, -0.0917, -0.1839, -0.0917, -0.0917, -0.0917, -0.0917, -0.2119, -0.0917, -0.1839, -0.0917, -0.1839, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.1839, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.1839, 0.091, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.2785, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.1839, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, 0.1834, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.1947, -0.0917, -0.0917, -0.0917, -0.1839, -0.0917, -0.0917, -0.0917, -0.1485, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.0917, -0.1947, 2.2409, 2.2409, 2.2409, 2.2409, 2.2409, 2.2409, -0.8355, -0.8355, -0.8355, -0.8355, -0.5669, -1.4555, -1.4555, -1.4555, -1.3191, -1.3191, -1.4151, -1.3191, -1.3191, -1.3191, -1.3191, -1.3191, -1.3191, -1.3191, 1.3271, 1.3271, 1.3271, 1.3271, 1.3271, 0.0334, 0.0334, 0.0334, 0.0334, 0.5582, 0.5582, 0.5582, 0.1715, 0.1715, 0.4488, -1.635, -1.635, -1.3734, -1.3734, -1.635, -1.3734, -1.3734, 1.3357, 1.3357, -1.1, -1.364, -1.364, -1.364, -1.364, -1.364, -1.364, -1.364, -1.364, -1.3484, -1.3484, -1.3484, -1.0843, 0.8664, 0.8664, 0.8664, 0.8664, 0.8664, 1.9465, 1.9465, 1.9465, 1.708, 1.9986, 1.708, 1.708, 1.708, 1.708, 1.708, 1.708, 0.7, 0.517, 0.1884, 0.1259, 0.517, 0.2391, 0.2391, 0.1884, 0.2391, 0.2391, 0.7595, 0.6454, 0.7355, 0.7595, 0.7595, 0.7595, 0.7595, 0.6668, 0.6668, 0.6668, 0.6668, 0.6668, 0.6668, 0.6668, 0.6668, 0.6668, 0.577, 0.6242, 0.6668, 0.6668, 0.2715, 0.2715, 0.2715, 0.2715, -0.3961, -0.3961, -0.0823, -0.0823, -0.1098, -0.0823, -0.0823, -0.0823, -0.0823, -0.0823, -0.0823, 1.1273, 1.1273, 1.1273, 1.1273, 1.1273, 1.1273, 1.1273, 1.1273, 1.1273, 1.1273, 1.0933, 1.1273, 1.7271, 1.0754, 1.0754, 1.0754, 1.0754, 1.7579, 1.7579, 1.7579, 1.1447, 1.1447, 1.1447, 1.0558, 1.0558, 1.0558, 1.0558, 0.9672, 1.0558, 1.0558, 1.0558, 1.0558, 1.0558, 1.0558, 0.7284, 1.0558, 1.0558, 1.0558, 1.0558, 1.0558, 1.0558, 1.0558, 1.0146, 1.0558, 1.3408, 1.3408, -0.3826, -0.1101, -0.3826, -0.3826, -0.1101, -0.3826, -0.3826, -0.3826, -0.0271, -0.0271, -0.0271, -0.2749, -0.2749, -0.2749, -0.2749, -0.2749, -0.2749, 2.1136, 2.0282, 2.0282, 2.1136, 1.1484, 1.1484, 1.4342, 1.1484, 1.2101, 1.2101, -0.9025, -0.8717, -0.8717, -0.9663, -0.8717, -0.8717, -0.8717, -0.9025, -0.8717, -0.8717, -0.9663, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.8717, -0.6034, -0.9663, 1.5781, 1.5781, 1.5575, 1.5781, 1.5781, 1.6428, 1.6428, 1.9329, 0.8615, 0.8615, 0.8615, 0.8615, 0.8615, 0.8615, 0.8615, 0.8615, 0.8615, 0.8615, 2.3691, 2.3691, -0.4012, -0.4012, -0.4012, -0.1568, -0.1288, -0.4012, -0.4012, -0.4012, -0.4012, -0.4012, -0.4012, -0.1288, -0.1288, -0.1288, 0.6787, 0.3994, 0.3994, 0.3994, 0.3517, 0.3994, 0.3994, 0.3994, 0.3087, 0.3517, -1.4316, -1.3511, -1.3511, -1.3511, -1.3511, -1.3511, -1.3511, 1.0093, 1.0322, 1.0322, 1.0322, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.7176, -0.7176, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -1.0162, -1.0162, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.7176, -0.9849, -0.9849, -0.9849, -1.0585, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -1.0162, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -1.0162, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.7176, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9277, -0.9849, -0.9849, -0.9849, -0.9849, -0.7176, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -0.9849, -1.4282, -0.9849, -0.9849, -0.9849, 0.8624, 0.5815, 0.5815, 0.8624, 0.5815, 0.5815, 0.5815, 0.5567, 0.5815, 0.5815, 0.5567, 0.5815, 0.5815, 0.5815, 0.5815, 0.5815, 0.5567, 0.5815, 0.5815, 0.5815, 0.5815, 0.8624, 0.5815, 0.5815, 1.1635, 1.1411, 1.1635, 1.1635, 1.1635, 1.1635, 1.1635, 1.1635, 1.1635, 1.1635, 2.0743, 2.0743, 1.357, 1.357, 1.357, 1.357, 0.0528, 0.0528, 0.0528, 2.2103, 2.2103, 2.2103, 2.2103, 0.7017, 0.7017, 0.7017, 0.7017, 0.7017, 0.7017, -1.333, -1.333, -1.0688, -1.333, -1.3658, 0.9352, 0.9352, 0.9352, 1.2192, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, 0.0412, -0.2326, -0.2608, -0.2326, -0.2326, -0.3252, -0.2326, -0.2326, -0.2326, 0.0139, -0.2326, -0.2326, -0.2326, -0.2608, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2326, -0.2608, -0.2326, -0.2326, -0.2326, -0.2921, -0.2608, 0.8241, 0.8241, 0.8241, 1.0276, 2.0179, 2.0366, 2.0179, 1.9509, 2.0366, 2.0366, 2.0366, 2.0366, 2.0366, 2.0179, 2.0366, 2.0366, 2.0366, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, -0.0732, 1.5286, 1.5286]
}
}
Output Explaination
Linear Model
diag_model
r.squaredR^2, the ‘fraction of variance explained by the model’,R^2 = 1 - sum(R[i]^2) / sum((y[i]- y*)^2), wherey*is the mean ofy[i]if there is an intercept and zero otherwise.
adj.r.squared- the above R^2 statistic 'adjusted', penalizing for higher p.
sigma- the square root of the estimated residual variance.
sigma^2 = 1/(n-p) sum(w[i] R[i]^2), whereR[i]is the i-th residual,residuals[i].
- the square root of the estimated residual variance.
statistic- F-statistic of the model
p.value- p-value from the F test, describing whether the full regression is significant. (If
<= 0.05, at least one of the coefficients is significant)
- p-value from the F test, describing whether the full regression is significant. (If
df- degrees of freedom used by the coefficients
logLik- the data's log-likelihood under the model. formula
AIC- Akaike's ‘An Information Criterion’.
-2 * logLik + k * npar, wherenparrepresents the number of parameters in the fitted model, andk = 2. The lower the better
- Akaike's ‘An Information Criterion’.
BIC- Schwarz's Bayesian criterion. AIC formula but with
k = log(n)(nbeing the number of observations). The lower the better
- Schwarz's Bayesian criterion. AIC formula but with
deviance- quality-of-fit statistic for a model that is often used for statistical hypothesis testing. It is a generalization of the idea of using the sum of squares of residuals in ordinary least squares to cases where model-fitting is achieved by maximum likelihood. source
df.residual- residual degrees of freedom
diag_coefs
term- the term in the linear model being estimated and tested. Incluces
(Intercept), if present.
- the term in the linear model being estimated and tested. Incluces
estimate- the estimated coefficient
std.error- the standard error for the corresponding coefficient
statistic- the T-statistic value of the corresponding coefficient
p.value- the p-value of the T-statistic test. (If
<= 0.05, there is belief that this parameter is significant in the presence of the other coefficients)
- the p-value of the T-statistic test. (If
diag_data
.rownames- row name from the data set being used
- RESPONSE_VARIABLE
- column in data used as response
BETA_VARIABLES- columns in data used as beta coefficients
.fitted- predicted values of the model
.se.fit- standard errors of fitted values. How strong of a fit it is.
.resid- the difference between the observed and
.fittedvalues.
- the difference between the observed and
.hat- Diagonal if the Hat Matrix. Or a measure of how far away the independent variable values of an observation are from those of the other observations. A point is considered influential if the
.hat[i] > 2 * p / n.
- Diagonal if the Hat Matrix. Or a measure of how far away the independent variable values of an observation are from those of the other observations. A point is considered influential if the
.sigma- Estimate of residual standard deviation when corresponding observation is dropped from model
.cooksd- estimate of the influence of a data point when performing a least-squares regression analysis. A point is considered influential if
.cooksd[i] > 4/n.
- estimate of the influence of a data point when performing a least-squares regression analysis. A point is considered influential if
.std.residstd.resid[i] = residual[i] / standard.deviation(residual[i]). The.std.residshould follow a standard normal curve.
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.