data/amExample4.R

amExample4 <-
structure(list(sampleId = structure(c(1L, 112L, 223L, 242L, 253L, 
264L, 275L, 286L, 297L, 2L, 13L, 24L, 35L, 46L, 57L, 68L, 79L, 
90L, 101L, 113L, 124L, 135L, 146L, 157L, 168L, 179L, 190L, 201L, 
212L, 224L, 233L, 234L, 235L, 236L, 237L, 238L, 239L, 240L, 241L, 
243L, 244L, 245L, 246L, 247L, 248L, 249L, 250L, 251L, 252L, 254L, 
255L, 256L, 257L, 258L, 259L, 260L, 261L, 262L, 263L, 265L, 266L, 
267L, 268L, 269L, 270L, 271L, 272L, 273L, 274L, 276L, 277L, 278L, 
279L, 280L, 281L, 282L, 283L, 284L, 285L, 287L, 288L, 289L, 290L, 
291L, 292L, 293L, 294L, 295L, 296L, 298L, 299L, 300L, 301L, 302L, 
303L, 304L, 305L, 306L, 307L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 
11L, 12L, 14L, 15L, 16L, 17L, 18L, 19L, 20L, 21L, 22L, 23L, 25L, 
26L, 27L, 28L, 29L, 30L, 31L, 32L, 33L, 34L, 36L, 37L, 38L, 39L, 
40L, 41L, 42L, 43L, 44L, 45L, 47L, 48L, 49L, 50L, 51L, 52L, 53L, 
54L, 55L, 56L, 58L, 59L, 60L, 61L, 62L, 63L, 64L, 65L, 66L, 67L, 
69L, 70L, 71L, 72L, 73L, 74L, 75L, 76L, 77L, 78L, 80L, 81L, 82L, 
83L, 84L, 85L, 86L, 87L, 88L, 89L, 91L, 92L, 93L, 94L, 95L, 96L, 
97L, 98L, 99L, 100L, 102L, 103L, 104L, 105L, 106L, 107L, 108L, 
109L, 110L, 111L, 114L, 115L, 116L, 117L, 118L, 119L, 120L, 121L, 
122L, 123L, 125L, 126L, 127L, 128L, 129L, 130L, 131L, 132L, 133L, 
134L, 136L, 137L, 138L, 139L, 140L, 141L, 142L, 143L, 144L, 145L, 
147L, 148L, 149L, 150L, 151L, 152L, 153L, 154L, 155L, 156L, 158L, 
159L, 160L, 161L, 162L, 163L, 164L, 165L, 166L, 167L, 169L, 170L, 
171L, 172L, 173L, 174L, 175L, 176L, 177L, 178L, 180L, 181L, 182L, 
183L, 184L, 185L, 186L, 187L, 188L, 189L, 191L, 192L, 193L, 194L, 
195L, 196L, 197L, 198L, 199L, 200L, 202L, 203L, 204L, 205L, 206L, 
207L, 208L, 209L, 210L, 211L, 213L, 214L, 215L, 216L, 217L, 218L, 
219L, 220L, 221L, 222L, 225L, 226L, 227L, 228L, 229L, 230L, 231L, 
232L), levels = c("1", "10", "100", "101", "102", "103", "104", 
"105", "106", "107", "108", "109", "11", "110", "111", "112", 
"113", "114", "115", "116", "117", "118", "119", "12", "120", 
"121", "122", "123", "124", "125", "126", "127", "128", "129", 
"13", "130", "131", "132", "133", "134", "135", "136", "137", 
"138", "139", "14", "140", "141", "142", "143", "144", "145", 
"146", "147", "148", "149", "15", "150", "151", "152", "153", 
"154", "155", "156", "157", "158", "159", "16", "160", "161", 
"162", "163", "164", "165", "166", "167", "168", "169", "17", 
"170", "171", "172", "173", "174", "175", "176", "177", "178", 
"179", "18", "180", "181", "182", "183", "184", "185", "186", 
"187", "188", "189", "19", "190", "191", "192", "193", "194", 
"195", "196", "197", "198", "199", "2", "20", "200", "201", "202", 
"203", "204", "205", "206", "207", "208", "209", "21", "210", 
"211", "212", "213", "214", "215", "216", "217", "218", "219", 
"22", "220", "221", "222", "223", "224", "225", "226", "227", 
"228", "229", "23", "230", "231", "232", "233", "234", "235", 
"236", "237", "238", "239", "24", "240", "241", "242", "243", 
"244", "245", "246", "247", "248", "249", "25", "250", "251", 
"252", "253", "254", "255", "256", "257", "258", "259", "26", 
"260", "261", "262", "263", "264", "265", "266", "267", "268", 
"269", "27", "270", "271", "272", "273", "274", "275", "276", 
"277", "278", "279", "28", "280", "281", "282", "283", "284", 
"285", "286", "287", "288", "289", "29", "290", "291", "292", 
"293", "294", "295", "296", "297", "298", "299", "3", "30", "300", 
"301", "302", "303", "304", "305", "306", "307", "31", "32", 
"33", "34", "35", "36", "37", "38", "39", "4", "40", "41", "42", 
"43", "44", "45", "46", "47", "48", "49", "5", "50", "51", "52", 
"53", "54", "55", "56", "57", "58", "59", "6", "60", "61", "62", 
"63", "64", "65", "66", "67", "68", "69", "7", "70", "71", "72", 
"73", "74", "75", "76", "77", "78", "79", "8", "80", "81", "82", 
"83", "84", "85", "86", "87", "88", "89", "9", "90", "91", "92", 
"93", "94", "95", "96", "97", "98", "99"), class = "factor"), 
    knownIndividual = structure(c(1L, 2L, 2L, 3L, 3L, 3L, 3L, 
    3L, 4L, 4L, 4L, 5L, 5L, 6L, 7L, 7L, 7L, 8L, 8L, 8L, 8L, 8L, 
    8L, 8L, 9L, 9L, 9L, 9L, 10L, 10L, 10L, 11L, 11L, 12L, 12L, 
    12L, 12L, 13L, 13L, 14L, 14L, 15L, 15L, 16L, 16L, 16L, 17L, 
    17L, 17L, 18L, 18L, 18L, 19L, 19L, 19L, 19L, 20L, 20L, 21L, 
    21L, 21L, 22L, 22L, 22L, 23L, 24L, 24L, 24L, 25L, 26L, 26L, 
    26L, 26L, 26L, 27L, 27L, 27L, 27L, 27L, 28L, 28L, 28L, 28L, 
    28L, 29L, 29L, 30L, 30L, 30L, 30L, 30L, 31L, 31L, 31L, 31L, 
    32L, 32L, 33L, 33L, 34L, 34L, 35L, 35L, 35L, 36L, 36L, 37L, 
    37L, 37L, 38L, 38L, 38L, 39L, 39L, 39L, 39L, 40L, 40L, 41L, 
    41L, 42L, 42L, 42L, 42L, 42L, 42L, 43L, 43L, 43L, 43L, 43L, 
    43L, 44L, 44L, 44L, 45L, 45L, 45L, 46L, 46L, 46L, 46L, 46L, 
    46L, 47L, 47L, 47L, 48L, 49L, 50L, 50L, 50L, 51L, 51L, 51L, 
    52L, 52L, 53L, 53L, 53L, 54L, 54L, 54L, 54L, 55L, 55L, 56L, 
    56L, 56L, 57L, 57L, 57L, 58L, 58L, 59L, 59L, 59L, 59L, 59L, 
    60L, 60L, 60L, 61L, 61L, 62L, 62L, 63L, 63L, 63L, 63L, 64L, 
    64L, 64L, 65L, 65L, 65L, 66L, 66L, 67L, 67L, 67L, 67L, 68L, 
    68L, 68L, 69L, 69L, 69L, 70L, 70L, 70L, 70L, 70L, 71L, 71L, 
    71L, 71L, 72L, 72L, 73L, 73L, 73L, 73L, 74L, 74L, 74L, 75L, 
    75L, 75L, 75L, 75L, 76L, 76L, 77L, 77L, 78L, 78L, 79L, 80L, 
    80L, 80L, 81L, 81L, 81L, 81L, 81L, 81L, 82L, 82L, 82L, 82L, 
    82L, 83L, 83L, 83L, 84L, 84L, 84L, 84L, 84L, 85L, 85L, 86L, 
    86L, 86L, 87L, 87L, 87L, 87L, 87L, 88L, 88L, 88L, 89L, 89L, 
    90L, 90L, 90L, 91L, 91L, 91L, 91L, 92L, 92L, 92L, 93L, 93L, 
    93L, 94L, 95L, 96L, 96L, 96L, 96L, 96L, 97L, 97L, 97L, 98L, 
    98L, 98L, 98L, 98L, 98L, 99L, 100L, 100L), levels = c("AAA", 
    "AAB", "AAC", "AAD", "AAE", "AAF", "AAG", "AAH", "AAI", "AAJ", 
    "AAK", "AAL", "AAM", "AAN", "AAO", "AAP", "AAQ", "AAR", "AAS", 
    "AAT", "AAU", "AAV", "AAW", "AAX", "AAY", "AAZ", "ABA", "ABB", 
    "ABC", "ABD", "ABE", "ABF", "ABG", "ABH", "ABI", "ABJ", "ABK", 
    "ABL", "ABM", "ABN", "ABO", "ABP", "ABQ", "ABR", "ABS", "ABT", 
    "ABU", "ABV", "ABW", "ABX", "ABY", "ABZ", "ACA", "ACB", "ACC", 
    "ACD", "ACE", "ACF", "ACG", "ACH", "ACI", "ACJ", "ACK", "ACL", 
    "ACM", "ACN", "ACO", "ACP", "ACQ", "ACR", "ACS", "ACT", "ACU", 
    "ACV", "ACW", "ACX", "ACY", "ACZ", "ADA", "ADB", "ADC", "ADD", 
    "ADE", "ADF", "ADG", "ADH", "ADI", "ADJ", "ADK", "ADL", "ADM", 
    "ADN", "ADO", "ADP", "ADQ", "ADR", "ADS", "ADT", "ADU", "ADV"
    ), class = "factor"), LOC1a = structure(c(2L, 3L, 3L, 3L, 
    3L, 1L, 3L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
    2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 3L, 6L, 
    6L, 6L, 6L, 1L, 1L, 3L, 1L, 4L, 4L, 1L, 5L, 5L, 2L, 2L, 2L, 
    2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 4L, 2L, 2L, 2L, 1L, 2L, 2L, 
    2L, 1L, 5L, 5L, 2L, 2L, 2L, 2L, 2L, 2L, 6L, 6L, 6L, 6L, 6L, 
    2L, 1L, 2L, 1L, 1L, 3L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 
    2L, 6L, 6L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 
    2L, 2L, 1L, 2L, 2L, 2L, 2L, 3L, 3L, 2L, 2L, 4L, 1L, 4L, 4L, 
    4L, 4L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 
    4L, 4L, 4L, 1L, 4L, 2L, 2L, 2L, 3L, 4L, 2L, 1L, 2L, 2L, 2L, 
    1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 
    1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 5L, 
    2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 
    3L, 3L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 
    6L, 6L, 6L, 6L, 6L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 
    2L, 2L, 1L, 6L, 5L, 5L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 
    2L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 4L, 1L, 4L, 1L, 
    4L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 
    2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 4L, 4L, 4L, 6L, 
    6L, 6L, 6L, 6L, 6L, 6L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 
    1L, 1L, 1L), levels = c("-99", "104", "108", "111", "115", 
    "118"), class = "factor"), LOC1b = structure(c(2L, 6L, 3L, 
    6L, 6L, 1L, 6L, 3L, 6L, 6L, 6L, 2L, 2L, 6L, 4L, 4L, 4L, 2L, 
    2L, 2L, 2L, 2L, 2L, 2L, 6L, 6L, 6L, 6L, 2L, 2L, 2L, 1L, 6L, 
    6L, 6L, 6L, 6L, 1L, 1L, 4L, 1L, 4L, 4L, 1L, 6L, 6L, 3L, 3L, 
    3L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 2L, 2L, 2L, 1L, 2L, 
    2L, 6L, 1L, 6L, 6L, 2L, 3L, 3L, 3L, 3L, 3L, 6L, 6L, 6L, 6L, 
    6L, 6L, 1L, 2L, 1L, 1L, 6L, 1L, 4L, 1L, 4L, 1L, 4L, 6L, 6L, 
    6L, 2L, 6L, 6L, 3L, 3L, 1L, 6L, 6L, 6L, 6L, 1L, 2L, 1L, 2L, 
    2L, 4L, 4L, 1L, 6L, 6L, 6L, 6L, 4L, 4L, 4L, 4L, 6L, 1L, 6L, 
    6L, 6L, 6L, 4L, 4L, 4L, 4L, 4L, 1L, 6L, 6L, 6L, 4L, 4L, 1L, 
    1L, 6L, 6L, 6L, 1L, 6L, 2L, 2L, 2L, 4L, 4L, 4L, 1L, 4L, 2L, 
    6L, 1L, 6L, 6L, 6L, 6L, 1L, 2L, 2L, 3L, 3L, 1L, 1L, 4L, 1L, 
    4L, 1L, 2L, 2L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 6L, 6L, 6L, 1L, 
    6L, 2L, 2L, 6L, 6L, 6L, 6L, 3L, 1L, 3L, 2L, 2L, 2L, 3L, 3L, 
    5L, 5L, 5L, 3L, 2L, 2L, 2L, 4L, 4L, 4L, 2L, 2L, 1L, 2L, 1L, 
    1L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 2L, 2L, 2L, 3L, 1L, 
    2L, 2L, 3L, 1L, 6L, 6L, 6L, 3L, 1L, 1L, 4L, 1L, 4L, 1L, 1L, 
    4L, 2L, 1L, 4L, 6L, 6L, 2L, 1L, 1L, 3L, 3L, 3L, 6L, 1L, 6L, 
    1L, 6L, 1L, 1L, 5L, 5L, 1L, 1L, 2L, 2L, 2L, 2L, 4L, 1L, 4L, 
    6L, 6L, 5L, 1L, 5L, 1L, 4L, 4L, 4L, 1L, 4L, 4L, 5L, 5L, 5L, 
    6L, 6L, 6L, 6L, 6L, 6L, 6L, 4L, 1L, 4L, 4L, 1L, 1L, 4L, 4L, 
    4L, 1L, 1L, 1L), levels = c("-99", "104", "108", "111", "115", 
    "118"), class = "factor"), LOC2a = structure(c(2L, 2L, 2L, 
    1L, 2L, 2L, 2L, 1L, 4L, 4L, 1L, 2L, 2L, 4L, 2L, 2L, 2L, 2L, 
    2L, 1L, 2L, 2L, 2L, 2L, 4L, 1L, 4L, 1L, 2L, 2L, 2L, 2L, 2L, 
    2L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 
    2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
    2L, 2L, 2L, 2L, 1L, 3L, 1L, 4L, 4L, 4L, 1L, 1L, 4L, 4L, 4L, 
    1L, 3L, 1L, 1L, 3L, 3L, 4L, 4L, 3L, 1L, 3L, 1L, 3L, 1L, 2L, 
    1L, 2L, 2L, 2L, 4L, 4L, 1L, 2L, 3L, 3L, 1L, 4L, 1L, 2L, 2L, 
    1L, 2L, 2L, 2L, 4L, 4L, 4L, 4L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 
    2L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 4L, 4L, 4L, 
    4L, 4L, 1L, 4L, 4L, 4L, 2L, 2L, 2L, 2L, 4L, 2L, 2L, 2L, 2L, 
    2L, 2L, 2L, 2L, 3L, 3L, 3L, 1L, 2L, 2L, 1L, 2L, 2L, 4L, 4L, 
    4L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 4L, 4L, 2L, 
    2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 3L, 
    2L, 2L, 2L, 1L, 2L, 1L, 1L, 4L, 4L, 4L, 2L, 1L, 2L, 2L, 2L, 
    1L, 3L, 3L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 
    2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 4L, 4L, 4L, 4L, 1L, 
    4L, 1L, 4L, 4L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 
    1L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 4L, 
    4L, 4L, 1L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 3L, 3L, 3L, 
    1L, 4L, 4L, 4L, 1L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 
    2L, 2L, 2L, 2L), levels = c("-99", "202", "206", "208"), class = "factor"), 
    LOC2b = structure(c(2L, 2L, 2L, 1L, 4L, 4L, 4L, 1L, 5L, 5L, 
    1L, 4L, 4L, 5L, 4L, 4L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 4L, 4L, 
    1L, 4L, 1L, 3L, 3L, 3L, 2L, 2L, 4L, 4L, 1L, 4L, 5L, 5L, 1L, 
    5L, 1L, 4L, 4L, 4L, 2L, 5L, 5L, 5L, 5L, 5L, 5L, 4L, 4L, 4L, 
    4L, 5L, 5L, 4L, 4L, 4L, 3L, 3L, 3L, 3L, 4L, 4L, 1L, 4L, 1L, 
    4L, 4L, 4L, 1L, 1L, 5L, 5L, 5L, 1L, 4L, 1L, 1L, 4L, 4L, 4L, 
    4L, 4L, 1L, 4L, 1L, 3L, 1L, 2L, 1L, 2L, 5L, 5L, 4L, 4L, 1L, 
    4L, 4L, 4L, 1L, 4L, 1L, 4L, 4L, 1L, 4L, 4L, 4L, 5L, 5L, 5L, 
    4L, 5L, 5L, 2L, 2L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 1L, 1L, 1L, 
    4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 4L, 
    4L, 4L, 2L, 4L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 3L, 4L, 4L, 4L, 
    1L, 2L, 2L, 1L, 2L, 2L, 4L, 5L, 5L, 1L, 2L, 2L, 2L, 2L, 4L, 
    4L, 4L, 4L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 4L, 1L, 1L, 3L, 3L, 
    4L, 2L, 4L, 2L, 4L, 4L, 1L, 3L, 4L, 4L, 4L, 1L, 4L, 1L, 1L, 
    4L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 1L, 4L, 4L, 1L, 2L, 2L, 4L, 
    4L, 4L, 2L, 1L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 2L, 1L, 4L, 4L, 
    4L, 4L, 4L, 4L, 4L, 4L, 4L, 1L, 4L, 1L, 4L, 4L, 1L, 4L, 1L, 
    1L, 1L, 4L, 1L, 4L, 3L, 3L, 3L, 1L, 3L, 4L, 4L, 2L, 2L, 1L, 
    4L, 4L, 4L, 2L, 4L, 1L, 1L, 4L, 5L, 5L, 1L, 4L, 4L, 4L, 4L, 
    4L, 4L, 4L, 1L, 1L, 4L, 4L, 4L, 1L, 5L, 5L, 5L, 1L, 5L, 5L, 
    4L, 4L, 4L, 5L, 5L, 5L, 1L, 1L, 5L, 4L, 4L, 4L), levels = c("-99", 
    "202", "206", "208", "212"), class = "factor"), LOC3a = structure(c(2L, 
    1L, 3L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 3L, 3L, 
    3L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 3L, 3L, 3L, 
    2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 4L, 4L, 2L, 2L, 2L, 
    2L, 2L, 2L, 3L, 1L, 3L, 2L, 1L, 1L, 2L, 3L, 3L, 2L, 2L, 2L, 
    3L, 1L, 3L, 2L, 3L, 3L, 3L, 1L, 3L, 1L, 3L, 3L, 3L, 4L, 4L, 
    4L, 4L, 4L, 2L, 2L, 1L, 2L, 2L, 3L, 3L, 1L, 1L, 1L, 2L, 2L, 
    1L, 3L, 3L, 3L, 2L, 2L, 2L, 2L, 1L, 2L, 4L, 4L, 4L, 2L, 2L, 
    1L, 3L, 3L, 3L, 3L, 3L, 2L, 1L, 1L, 2L, 3L, 1L, 4L, 4L, 3L, 
    3L, 3L, 3L, 3L, 1L, 3L, 1L, 1L, 3L, 3L, 1L, 3L, 3L, 1L, 2L, 
    2L, 2L, 3L, 3L, 3L, 3L, 1L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
    2L, 1L, 3L, 3L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 
    3L, 1L, 3L, 2L, 1L, 2L, 3L, 1L, 3L, 3L, 1L, 3L, 3L, 2L, 2L, 
    2L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 4L, 4L, 4L, 
    1L, 2L, 3L, 1L, 3L, 3L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 
    2L, 2L, 3L, 3L, 3L, 3L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 
    2L, 1L, 2L, 1L, 2L, 3L, 3L, 3L, 3L, 4L, 4L, 3L, 1L, 2L, 2L, 
    1L, 1L, 4L, 4L, 4L, 4L, 3L, 1L, 3L, 3L, 3L, 2L, 2L, 2L, 2L, 
    2L, 1L, 2L, 2L, 3L, 3L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 
    4L, 4L, 4L, 1L, 1L, 3L, 3L, 1L, 2L, 2L, 2L, 3L, 3L, 3L, 4L, 
    4L, 4L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 4L, 4L, 4L, 
    4L, 4L, 1L, 3L, 3L, 3L), levels = c("-99", "304", "307", 
    "311"), class = "factor"), LOC3b = structure(c(3L, 1L, 4L, 
    3L, 3L, 1L, 1L, 3L, 4L, 4L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 4L, 
    4L, 1L, 4L, 4L, 4L, 4L, 1L, 3L, 3L, 3L, 4L, 4L, 4L, 2L, 2L, 
    3L, 3L, 3L, 1L, 4L, 4L, 1L, 2L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 
    4L, 4L, 1L, 4L, 3L, 1L, 1L, 3L, 4L, 4L, 4L, 4L, 4L, 3L, 1L, 
    3L, 3L, 4L, 4L, 4L, 1L, 4L, 1L, 4L, 4L, 3L, 4L, 4L, 4L, 4L, 
    4L, 2L, 2L, 1L, 2L, 2L, 3L, 3L, 1L, 1L, 1L, 3L, 2L, 1L, 3L, 
    4L, 3L, 2L, 2L, 3L, 3L, 1L, 3L, 4L, 4L, 4L, 4L, 4L, 1L, 4L, 
    4L, 3L, 4L, 4L, 2L, 1L, 1L, 2L, 4L, 1L, 4L, 4L, 4L, 4L, 4L, 
    4L, 4L, 1L, 4L, 1L, 1L, 4L, 4L, 1L, 3L, 3L, 1L, 2L, 4L, 4L, 
    4L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 2L, 3L, 4L, 4L, 4L, 4L, 1L, 
    4L, 4L, 3L, 3L, 4L, 1L, 4L, 2L, 4L, 4L, 4L, 2L, 1L, 4L, 1L, 
    4L, 4L, 1L, 4L, 3L, 1L, 4L, 3L, 1L, 4L, 4L, 3L, 3L, 3L, 1L, 
    2L, 1L, 1L, 4L, 4L, 4L, 1L, 2L, 2L, 3L, 4L, 4L, 4L, 1L, 3L, 
    4L, 1L, 4L, 4L, 4L, 4L, 4L, 4L, 1L, 4L, 2L, 1L, 2L, 2L, 2L, 
    4L, 4L, 4L, 3L, 3L, 3L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 
    2L, 1L, 2L, 3L, 4L, 3L, 3L, 4L, 4L, 3L, 1L, 4L, 4L, 1L, 1L, 
    4L, 4L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 2L, 2L, 2L, 3L, 3L, 1L, 
    3L, 3L, 4L, 4L, 1L, 2L, 2L, 2L, 3L, 3L, 3L, 2L, 4L, 4L, 4L, 
    4L, 1L, 1L, 3L, 3L, 1L, 4L, 4L, 4L, 4L, 4L, 3L, 4L, 4L, 4L, 
    3L, 4L, 3L, 3L, 3L, 3L, 3L, 1L, 1L, 3L, 4L, 4L, 4L, 4L, 4L, 
    1L, 4L, 3L, 3L), levels = c("-99", "304", "307", "311"), class = "factor"), 
    LOC4a = structure(c(3L, 2L, 2L, 1L, 3L, 3L, 1L, 3L, 2L, 2L, 
    2L, 2L, 2L, 2L, 3L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 4L, 
    1L, 4L, 4L, 2L, 1L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 
    3L, 2L, 2L, 1L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 1L, 1L, 3L, 3L, 
    3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 2L, 1L, 1L, 3L, 
    1L, 3L, 3L, 1L, 3L, 3L, 1L, 3L, 3L, 1L, 4L, 4L, 4L, 4L, 3L, 
    3L, 3L, 3L, 3L, 1L, 3L, 1L, 4L, 4L, 4L, 2L, 2L, 3L, 3L, 3L, 
    3L, 4L, 4L, 4L, 3L, 3L, 2L, 2L, 2L, 1L, 1L, 1L, 3L, 1L, 3L, 
    3L, 3L, 3L, 2L, 2L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 
    3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 
    1L, 3L, 2L, 1L, 2L, 2L, 2L, 3L, 1L, 3L, 3L, 3L, 4L, 4L, 4L, 
    1L, 3L, 3L, 1L, 4L, 4L, 2L, 1L, 2L, 3L, 3L, 3L, 3L, 1L, 4L, 
    4L, 1L, 4L, 4L, 2L, 2L, 2L, 5L, 5L, 2L, 2L, 4L, 4L, 4L, 4L, 
    3L, 3L, 3L, 3L, 3L, 1L, 2L, 2L, 1L, 1L, 3L, 3L, 1L, 1L, 3L, 
    2L, 2L, 2L, 3L, 3L, 3L, 1L, 3L, 4L, 4L, 4L, 4L, 1L, 3L, 3L, 
    3L, 1L, 3L, 2L, 1L, 2L, 1L, 1L, 1L, 3L, 3L, 2L, 2L, 3L, 3L, 
    3L, 3L, 2L, 3L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
    1L, 1L, 2L, 2L, 2L, 3L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 
    3L, 1L, 1L, 1L, 3L, 3L, 3L, 3L, 2L, 2L, 2L, 2L, 2L, 1L, 3L, 
    1L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 2L, 1L, 3L, 1L, 3L, 3L, 1L, 
    3L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 2L, 2L), levels = c("-99", 
    "408", "413", "418", "420"), class = "factor"), LOC4b = structure(c(5L, 
    2L, 3L, 1L, 5L, 5L, 1L, 5L, 3L, 3L, 3L, 2L, 5L, 3L, 6L, 6L, 
    1L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 6L, 1L, 6L, 6L, 3L, 1L, 1L, 
    5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 3L, 3L, 3L, 3L, 1L, 3L, 1L, 
    6L, 6L, 6L, 3L, 3L, 1L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 
    3L, 3L, 3L, 3L, 1L, 3L, 1L, 1L, 3L, 1L, 3L, 3L, 1L, 3L, 3L, 
    1L, 3L, 3L, 1L, 5L, 5L, 5L, 5L, 6L, 6L, 3L, 3L, 3L, 1L, 3L, 
    1L, 5L, 5L, 5L, 3L, 3L, 6L, 6L, 3L, 3L, 6L, 5L, 5L, 6L, 6L, 
    5L, 5L, 5L, 1L, 1L, 1L, 6L, 1L, 6L, 6L, 3L, 3L, 2L, 3L, 1L, 
    3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 
    3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 1L, 6L, 6L, 
    6L, 4L, 1L, 4L, 3L, 5L, 6L, 6L, 6L, 1L, 3L, 3L, 1L, 5L, 5L, 
    2L, 1L, 2L, 3L, 5L, 3L, 3L, 1L, 5L, 5L, 1L, 5L, 5L, 3L, 3L, 
    3L, 6L, 6L, 3L, 3L, 5L, 5L, 5L, 5L, 3L, 3L, 3L, 3L, 3L, 1L, 
    3L, 3L, 1L, 1L, 5L, 5L, 1L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 
    1L, 3L, 5L, 5L, 5L, 5L, 1L, 5L, 5L, 3L, 1L, 3L, 5L, 1L, 5L, 
    1L, 1L, 1L, 3L, 3L, 3L, 3L, 5L, 5L, 6L, 6L, 2L, 6L, 1L, 1L, 
    5L, 5L, 2L, 5L, 5L, 5L, 3L, 3L, 3L, 1L, 1L, 5L, 5L, 5L, 5L, 
    5L, 1L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 3L, 1L, 1L, 1L, 3L, 5L, 
    5L, 5L, 3L, 3L, 3L, 2L, 3L, 1L, 6L, 1L, 6L, 3L, 3L, 3L, 1L, 
    3L, 3L, 2L, 1L, 6L, 1L, 3L, 6L, 1L, 6L, 1L, 6L, 3L, 3L, 3L, 
    3L, 3L, 3L, 1L, 3L, 2L), levels = c("-99", "408", "413", 
    "416", "418", "420"), class = "factor"), LOC5a = structure(c(4L, 
    2L, 2L, 2L, 1L, 2L, 2L, 1L, 4L, 1L, 4L, 2L, 2L, 4L, 4L, 1L, 
    4L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 
    4L, 4L, 2L, 2L, 1L, 1L, 2L, 2L, 3L, 3L, 4L, 4L, 4L, 4L, 1L, 
    1L, 4L, 4L, 2L, 2L, 2L, 1L, 1L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 
    1L, 1L, 2L, 1L, 4L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 5L, 
    5L, 5L, 5L, 2L, 2L, 2L, 2L, 2L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 
    2L, 2L, 2L, 2L, 3L, 1L, 1L, 2L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 
    4L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 
    4L, 4L, 4L, 1L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 2L, 2L, 1L, 4L, 
    4L, 4L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 4L, 4L, 4L, 4L, 
    4L, 1L, 4L, 4L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 
    2L, 2L, 2L, 2L, 2L, 1L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 1L, 4L, 
    4L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 4L, 4L, 
    2L, 2L, 1L, 4L, 4L, 4L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 
    2L, 1L, 4L, 4L, 4L, 4L, 3L, 3L, 1L, 4L, 4L, 4L, 2L, 1L, 2L, 
    2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 4L, 4L, 4L, 4L, 4L, 
    4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 4L, 1L, 2L, 
    2L, 2L, 2L, 2L, 4L, 4L, 4L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 1L, 
    1L, 1L, 2L, 1L, 4L, 4L, 4L, 1L, 2L, 2L, 2L, 4L, 1L, 4L, 4L, 
    4L, 4L, 1L, 2L, 4L, 4L, 4L, 4L, 4L, 2L, 1L, 2L, 2L, 2L, 1L, 
    2L, 2L, 2L, 1L, 2L, 1L), levels = c("-99", "501", "504", 
    "505", "519"), class = "factor"), LOC5b = structure(c(4L, 
    4L, 4L, 4L, 1L, 4L, 4L, 1L, 6L, 1L, 4L, 2L, 4L, 4L, 4L, 1L, 
    4L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 4L, 4L, 4L, 1L, 1L, 2L, 2L, 
    6L, 6L, 4L, 2L, 1L, 1L, 6L, 6L, 6L, 6L, 6L, 6L, 4L, 4L, 1L, 
    1L, 4L, 4L, 2L, 2L, 2L, 1L, 1L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 
    1L, 1L, 4L, 1L, 4L, 4L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 1L, 6L, 
    6L, 6L, 6L, 2L, 2L, 2L, 2L, 2L, 4L, 6L, 4L, 4L, 4L, 4L, 4L, 
    5L, 5L, 5L, 5L, 4L, 1L, 1L, 2L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 
    4L, 1L, 1L, 4L, 1L, 4L, 4L, 4L, 4L, 4L, 3L, 3L, 2L, 2L, 6L, 
    6L, 6L, 6L, 1L, 6L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 1L, 4L, 
    4L, 4L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 4L, 4L, 4L, 4L, 
    4L, 1L, 6L, 6L, 1L, 2L, 2L, 4L, 1L, 4L, 1L, 1L, 4L, 1L, 4L, 
    2L, 2L, 2L, 2L, 4L, 1L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 1L, 6L, 
    6L, 4L, 4L, 4L, 4L, 4L, 4L, 2L, 1L, 4L, 1L, 2L, 1L, 4L, 4L, 
    4L, 4L, 1L, 4L, 4L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 4L, 2L, 1L, 
    4L, 1L, 4L, 4L, 4L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 2L, 1L, 2L, 
    2L, 2L, 2L, 1L, 2L, 4L, 4L, 6L, 6L, 1L, 4L, 4L, 4L, 4L, 4L, 
    4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 4L, 1L, 4L, 
    4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 2L, 4L, 1L, 
    1L, 1L, 4L, 1L, 4L, 4L, 4L, 1L, 2L, 2L, 2L, 6L, 1L, 6L, 4L, 
    4L, 4L, 1L, 3L, 4L, 4L, 4L, 4L, 4L, 4L, 1L, 2L, 4L, 4L, 1L, 
    4L, 4L, 4L, 1L, 3L, 1L), levels = c("-99", "501", "504", 
    "505", "515", "519"), class = "factor"), LOC6a = structure(c(3L, 
    1L, 2L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 2L, 2L, 4L, 3L, 3L, 
    3L, 1L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 1L, 
    3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 1L, 2L, 2L, 2L, 
    2L, 2L, 2L, 3L, 3L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 
    1L, 3L, 3L, 2L, 4L, 4L, 4L, 3L, 3L, 1L, 3L, 3L, 3L, 2L, 2L, 
    2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 3L, 3L, 1L, 3L, 3L, 1L, 1L, 
    2L, 2L, 2L, 1L, 3L, 3L, 2L, 2L, 3L, 1L, 3L, 1L, 1L, 1L, 1L, 
    2L, 2L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 1L, 2L, 2L, 3L, 3L, 3L, 
    3L, 3L, 3L, 1L, 3L, 1L, 3L, 3L, 3L, 3L, 1L, 1L, 3L, 3L, 2L, 
    2L, 2L, 3L, 1L, 1L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 3L, 2L, 2L, 
    2L, 3L, 3L, 1L, 2L, 1L, 1L, 3L, 3L, 3L, 1L, 3L, 3L, 1L, 2L, 
    2L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 3L, 2L, 2L, 
    2L, 3L, 3L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 
    3L, 3L, 2L, 2L, 2L, 2L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 
    3L, 3L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 1L, 1L, 
    1L, 1L, 1L, 3L, 3L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 
    2L, 1L, 2L, 2L, 1L, 2L, 1L, 4L, 4L, 1L, 4L, 3L, 3L, 3L, 3L, 
    3L, 3L, 3L, 3L, 4L, 4L, 3L, 3L, 1L, 3L, 3L, 3L, 3L, 1L, 3L, 
    3L, 3L, 2L, 2L, 1L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 
    2L, 1L, 3L, 4L, 3L, 3L, 1L, 3L, 3L, 1L, 1L, 3L, 3L, 3L, 3L, 
    3L, 3L, 3L, 3L, 2L, 2L), levels = c("-99", "605", "608", 
    "620"), class = "factor"), LOC6b = structure(c(3L, 1L, 3L, 
    3L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 5L, 5L, 5L, 3L, 3L, 3L, 1L, 
    3L, 3L, 3L, 3L, 1L, 3L, 5L, 5L, 5L, 5L, 1L, 3L, 1L, 3L, 3L, 
    3L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 1L, 3L, 3L, 3L, 4L, 4L, 
    4L, 3L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 1L, 1L, 1L, 3L, 
    3L, 2L, 5L, 5L, 5L, 3L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 
    3L, 3L, 3L, 1L, 3L, 1L, 3L, 3L, 1L, 3L, 3L, 1L, 1L, 3L, 3L, 
    3L, 1L, 4L, 4L, 5L, 2L, 3L, 1L, 3L, 1L, 1L, 1L, 1L, 5L, 5L, 
    5L, 5L, 2L, 5L, 3L, 3L, 3L, 1L, 2L, 3L, 5L, 5L, 3L, 3L, 3L, 
    3L, 1L, 3L, 1L, 3L, 3L, 3L, 3L, 1L, 1L, 5L, 5L, 2L, 3L, 2L, 
    5L, 1L, 1L, 5L, 5L, 5L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 2L, 5L, 
    5L, 1L, 3L, 1L, 1L, 3L, 3L, 3L, 1L, 3L, 3L, 1L, 5L, 3L, 2L, 
    3L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 3L, 2L, 3L, 3L, 3L, 
    3L, 3L, 1L, 3L, 3L, 3L, 3L, 5L, 5L, 5L, 3L, 3L, 3L, 3L, 3L, 
    3L, 3L, 3L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 
    2L, 3L, 3L, 3L, 4L, 4L, 3L, 3L, 3L, 1L, 3L, 1L, 1L, 1L, 1L, 
    1L, 3L, 3L, 3L, 2L, 3L, 4L, 5L, 5L, 5L, 3L, 5L, 1L, 3L, 1L, 
    3L, 3L, 1L, 3L, 1L, 5L, 5L, 1L, 5L, 3L, 5L, 5L, 5L, 3L, 3L, 
    5L, 5L, 5L, 5L, 3L, 3L, 1L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 3L, 
    3L, 3L, 1L, 5L, 5L, 5L, 5L, 5L, 5L, 3L, 3L, 3L, 1L, 3L, 1L, 
    5L, 5L, 3L, 3L, 1L, 3L, 3L, 1L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 
    3L, 3L, 4L, 4L), levels = c("-99", "605", "608", "612", "620"
    ), class = "factor"), LOC7a = structure(c(7L, 4L, 4L, 3L, 
    3L, 3L, 3L, 1L, 4L, 4L, 1L, 1L, 4L, 2L, 2L, 2L, 2L, 6L, 6L, 
    6L, 6L, 1L, 1L, 6L, 4L, 4L, 4L, 4L, 2L, 2L, 2L, 4L, 4L, 2L, 
    2L, 1L, 1L, 7L, 7L, 1L, 2L, 4L, 4L, 1L, 2L, 2L, 4L, 4L, 4L, 
    2L, 1L, 2L, 4L, 4L, 1L, 4L, 4L, 4L, 4L, 1L, 4L, 1L, 2L, 1L, 
    4L, 1L, 4L, 4L, 1L, 4L, 1L, 4L, 4L, 4L, 1L, 1L, 2L, 1L, 2L, 
    3L, 3L, 1L, 3L, 1L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 2L, 1L, 2L, 
    2L, 2L, 1L, 4L, 4L, 1L, 4L, 4L, 4L, 4L, 2L, 2L, 4L, 4L, 1L, 
    7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 
    2L, 2L, 4L, 4L, 1L, 4L, 4L, 1L, 2L, 2L, 1L, 1L, 3L, 1L, 2L, 
    1L, 1L, 2L, 2L, 2L, 4L, 4L, 4L, 7L, 2L, 2L, 1L, 2L, 4L, 4L, 
    4L, 2L, 2L, 1L, 1L, 3L, 4L, 4L, 4L, 4L, 7L, 7L, 2L, 2L, 2L, 
    2L, 2L, 2L, 5L, 1L, 4L, 1L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 4L, 
    4L, 4L, 1L, 1L, 4L, 4L, 7L, 7L, 7L, 4L, 4L, 1L, 3L, 3L, 3L, 
    1L, 3L, 3L, 6L, 1L, 6L, 2L, 2L, 2L, 4L, 4L, 4L, 4L, 1L, 4L, 
    4L, 1L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 7L, 1L, 7L, 7L, 7L, 7L, 
    1L, 7L, 7L, 7L, 2L, 2L, 4L, 4L, 1L, 6L, 6L, 6L, 2L, 1L, 2L, 
    2L, 1L, 2L, 7L, 1L, 7L, 7L, 7L, 2L, 2L, 2L, 1L, 4L, 4L, 4L, 
    4L, 2L, 2L, 4L, 4L, 4L, 6L, 6L, 1L, 6L, 6L, 1L, 4L, 4L, 4L, 
    4L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 4L, 1L, 4L, 4L, 4L, 4L, 4L, 
    4L, 2L, 2L, 1L, 2L, 2L, 1L, 7L, 1L, 7L, 1L, 7L, 7L, 7L, 7L, 
    7L, 4L, 4L), levels = c("-99", "702", "704", "705", "711", 
    "717", "720"), class = "factor"), LOC7b = structure(c(6L, 
    6L, 4L, 6L, 6L, 6L, 6L, 1L, 5L, 5L, 1L, 1L, 6L, 4L, 6L, 6L, 
    6L, 5L, 6L, 6L, 6L, 1L, 1L, 6L, 6L, 6L, 6L, 6L, 4L, 4L, 4L, 
    4L, 4L, 3L, 3L, 1L, 1L, 6L, 6L, 1L, 6L, 6L, 6L, 1L, 4L, 4L, 
    6L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 4L, 1L, 4L, 
    1L, 2L, 1L, 6L, 1L, 6L, 6L, 1L, 4L, 1L, 4L, 4L, 4L, 1L, 1L, 
    4L, 1L, 4L, 4L, 4L, 1L, 4L, 1L, 4L, 4L, 6L, 6L, 6L, 6L, 6L, 
    4L, 1L, 4L, 4L, 4L, 1L, 6L, 6L, 1L, 6L, 6L, 6L, 6L, 2L, 2L, 
    6L, 6L, 1L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 3L, 3L, 6L, 6L, 4L, 
    4L, 4L, 1L, 4L, 4L, 6L, 6L, 1L, 6L, 6L, 1L, 6L, 6L, 1L, 1L, 
    6L, 1L, 6L, 1L, 1L, 6L, 6L, 6L, 6L, 4L, 6L, 6L, 2L, 2L, 1L, 
    2L, 4L, 4L, 4L, 6L, 6L, 1L, 1L, 6L, 4L, 4L, 4L, 4L, 6L, 6L, 
    5L, 5L, 5L, 6L, 2L, 6L, 6L, 1L, 6L, 1L, 6L, 6L, 6L, 1L, 4L, 
    4L, 4L, 4L, 6L, 6L, 1L, 1L, 6L, 6L, 6L, 6L, 6L, 6L, 4L, 1L, 
    6L, 6L, 3L, 1L, 4L, 4L, 6L, 1L, 6L, 4L, 4L, 4L, 6L, 6L, 6L, 
    6L, 1L, 4L, 6L, 1L, 6L, 6L, 6L, 6L, 6L, 4L, 6L, 6L, 1L, 6L, 
    6L, 6L, 6L, 1L, 6L, 6L, 6L, 3L, 3L, 4L, 6L, 1L, 6L, 6L, 6L, 
    6L, 1L, 6L, 6L, 1L, 6L, 6L, 1L, 6L, 6L, 6L, 3L, 3L, 2L, 1L, 
    4L, 6L, 6L, 6L, 6L, 6L, 4L, 4L, 4L, 6L, 6L, 1L, 6L, 6L, 1L, 
    4L, 4L, 4L, 4L, 6L, 2L, 2L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 4L, 
    4L, 4L, 6L, 6L, 2L, 6L, 1L, 2L, 6L, 1L, 6L, 1L, 6L, 1L, 6L, 
    6L, 6L, 6L, 6L, 6L, 6L), levels = c("-99", "702", "704", 
    "705", "717", "720"), class = "factor"), LOC8a = structure(c(2L, 
    1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 3L, 3L, 3L, 3L, 
    3L, 3L, 3L, 3L, 1L, 1L, 3L, 3L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 
    2L, 1L, 2L, 2L, 2L, 1L, 3L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 
    5L, 5L, 5L, 3L, 3L, 3L, 2L, 2L, 2L, 2L, 1L, 3L, 3L, 3L, 3L, 
    4L, 4L, 4L, 1L, 5L, 5L, 5L, 2L, 2L, 2L, 2L, 1L, 2L, 3L, 3L, 
    1L, 3L, 1L, 2L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 1L, 1L, 
    3L, 3L, 3L, 3L, 2L, 2L, 3L, 3L, 2L, 2L, 4L, 4L, 4L, 2L, 1L, 
    3L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 3L, 2L, 2L, 3L, 3L, 1L, 
    2L, 2L, 2L, 2L, 2L, 1L, 4L, 4L, 4L, 1L, 4L, 2L, 1L, 2L, 3L, 
    3L, 3L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 3L, 3L, 3L, 
    3L, 4L, 4L, 1L, 2L, 2L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 1L, 1L, 
    2L, 1L, 2L, 3L, 3L, 1L, 3L, 3L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 
    1L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 
    2L, 2L, 4L, 4L, 4L, 4L, 5L, 5L, 5L, 1L, 1L, 2L, 2L, 2L, 2L, 
    2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 
    1L, 2L, 2L, 2L, 1L, 2L, 1L, 3L, 3L, 3L, 1L, 2L, 3L, 3L, 3L, 
    2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 
    2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 3L, 3L, 1L, 3L, 1L, 2L, 
    2L, 2L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 1L, 2L, 2L, 2L, 1L, 
    2L, 2L, 3L, 3L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 
    1L, 2L, 2L, 1L, 2L, 2L), levels = c("-99", "801", "810", 
    "813", "819"), class = "factor"), LOC8b = structure(c(4L, 
    1L, 3L, 3L, 3L, 3L, 3L, 3L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 6L, 
    6L, 6L, 6L, 6L, 1L, 1L, 6L, 6L, 2L, 2L, 2L, 1L, 6L, 6L, 6L, 
    3L, 1L, 3L, 2L, 3L, 1L, 3L, 1L, 3L, 1L, 1L, 1L, 1L, 4L, 4L, 
    6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 1L, 4L, 6L, 6L, 3L, 
    6L, 6L, 6L, 1L, 6L, 6L, 6L, 3L, 2L, 2L, 2L, 1L, 2L, 4L, 4L, 
    1L, 4L, 1L, 4L, 4L, 4L, 4L, 4L, 3L, 3L, 4L, 4L, 4L, 1L, 1L, 
    4L, 4L, 4L, 4L, 4L, 4L, 3L, 6L, 2L, 2L, 6L, 6L, 6L, 6L, 1L, 
    6L, 6L, 3L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 2L, 2L, 4L, 4L, 1L, 
    6L, 6L, 6L, 6L, 6L, 1L, 4L, 6L, 6L, 1L, 6L, 3L, 1L, 3L, 3L, 
    3L, 3L, 3L, 3L, 1L, 3L, 3L, 3L, 1L, 3L, 1L, 6L, 4L, 6L, 6L, 
    6L, 6L, 6L, 1L, 6L, 2L, 5L, 1L, 5L, 6L, 6L, 6L, 6L, 1L, 1L, 
    3L, 1L, 3L, 3L, 3L, 1L, 6L, 3L, 6L, 6L, 6L, 1L, 6L, 1L, 4L, 
    1L, 6L, 6L, 3L, 1L, 2L, 1L, 2L, 2L, 6L, 6L, 6L, 3L, 3L, 1L, 
    4L, 4L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 1L, 1L, 2L, 2L, 3L, 3L, 
    3L, 3L, 3L, 3L, 3L, 3L, 4L, 4L, 4L, 2L, 4L, 4L, 1L, 3L, 3L, 
    1L, 3L, 3L, 3L, 1L, 2L, 1L, 4L, 4L, 6L, 1L, 6L, 5L, 5L, 5L, 
    6L, 6L, 1L, 6L, 6L, 6L, 6L, 1L, 6L, 1L, 6L, 2L, 2L, 1L, 3L, 
    3L, 2L, 3L, 2L, 1L, 6L, 2L, 2L, 2L, 3L, 3L, 1L, 3L, 1L, 2L, 
    2L, 2L, 4L, 3L, 6L, 6L, 6L, 1L, 4L, 4L, 1L, 2L, 2L, 2L, 1L, 
    6L, 6L, 3L, 3L, 2L, 4L, 2L, 4L, 4L, 1L, 1L, 6L, 3L, 3L, 3L, 
    1L, 3L, 3L, 1L, 6L, 6L), levels = c("-99", "801", "810", 
    "813", "814", "819"), class = "factor"), LOC9a = structure(c(2L, 
    2L, 2L, 6L, 6L, 6L, 6L, 1L, 1L, 3L, 3L, 2L, 2L, 1L, 1L, 3L, 
    3L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 
    6L, 6L, 6L, 1L, 6L, 6L, 2L, 2L, 3L, 3L, 2L, 2L, 2L, 2L, 1L, 
    1L, 1L, 2L, 2L, 2L, 1L, 5L, 5L, 1L, 5L, 1L, 1L, 1L, 1L, 1L, 
    5L, 5L, 5L, 1L, 2L, 2L, 2L, 7L, 5L, 5L, 5L, 5L, 5L, 4L, 4L, 
    4L, 4L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 
    2L, 2L, 2L, 2L, 7L, 1L, 6L, 1L, 3L, 3L, 2L, 2L, 2L, 6L, 6L, 
    1L, 2L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, 5L, 5L, 1L, 2L, 1L, 
    1L, 2L, 2L, 1L, 2L, 3L, 1L, 1L, 3L, 3L, 3L, 2L, 1L, 2L, 1L, 
    1L, 3L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 3L, 7L, 1L, 
    7L, 8L, 1L, 8L, 2L, 2L, 3L, 3L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 
    3L, 3L, 3L, 2L, 1L, 2L, 1L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 
    3L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 6L, 6L, 6L, 2L, 1L, 2L, 
    2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 4L, 4L, 
    4L, 4L, 2L, 2L, 1L, 2L, 7L, 7L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 
    6L, 1L, 1L, 6L, 6L, 2L, 1L, 2L, 1L, 1L, 6L, 2L, 2L, 2L, 2L, 
    2L, 1L, 2L, 2L, 2L, 2L, 1L, 5L, 5L, 5L, 5L, 1L, 3L, 3L, 3L, 
    3L, 3L, 3L, 3L, 3L, 3L, 4L, 4L, 4L, 1L, 8L, 8L, 8L, 8L, 8L, 
    8L, 8L, 2L, 1L, 4L, 4L, 4L, 3L, 3L, 3L, 3L, 2L, 2L, 2L, 2L, 
    2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 3L, 2L, 2L, 2L, 
    2L, 2L, 2L, 2L, 5L, 5L), levels = c("-99", "902", "904", 
    "906", "907", "909", "916", "920"), class = "factor"), LOC9b = structure(c(3L, 
    2L, 2L, 8L, 8L, 8L, 8L, 1L, 1L, 8L, 8L, 4L, 4L, 1L, 1L, 8L, 
    8L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 4L, 4L, 1L, 4L, 8L, 8L, 8L, 
    8L, 8L, 7L, 1L, 7L, 7L, 8L, 8L, 5L, 3L, 8L, 8L, 2L, 3L, 1L, 
    1L, 1L, 4L, 2L, 3L, 1L, 8L, 8L, 1L, 8L, 1L, 1L, 1L, 1L, 1L, 
    8L, 8L, 8L, 1L, 2L, 2L, 2L, 8L, 8L, 8L, 8L, 8L, 8L, 6L, 4L, 
    6L, 6L, 1L, 7L, 7L, 1L, 7L, 1L, 1L, 1L, 5L, 5L, 5L, 5L, 2L, 
    2L, 2L, 2L, 2L, 8L, 1L, 8L, 1L, 5L, 5L, 8L, 8L, 8L, 8L, 8L, 
    1L, 8L, 8L, 2L, 6L, 6L, 8L, 8L, 8L, 8L, 7L, 7L, 1L, 3L, 1L, 
    1L, 8L, 8L, 1L, 2L, 4L, 1L, 1L, 4L, 3L, 4L, 2L, 1L, 2L, 1L, 
    1L, 8L, 2L, 2L, 1L, 2L, 2L, 1L, 8L, 8L, 8L, 3L, 3L, 8L, 1L, 
    8L, 8L, 1L, 8L, 5L, 5L, 7L, 7L, 1L, 3L, 3L, 3L, 3L, 3L, 6L, 
    8L, 8L, 8L, 8L, 1L, 8L, 1L, 1L, 3L, 3L, 3L, 3L, 3L, 6L, 6L, 
    6L, 8L, 1L, 2L, 2L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 3L, 1L, 3L, 
    8L, 8L, 2L, 6L, 6L, 6L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 
    8L, 8L, 6L, 6L, 1L, 6L, 8L, 8L, 3L, 3L, 3L, 3L, 1L, 7L, 1L, 
    8L, 1L, 1L, 8L, 8L, 2L, 1L, 6L, 1L, 1L, 6L, 3L, 3L, 2L, 3L, 
    8L, 1L, 8L, 8L, 2L, 8L, 1L, 8L, 8L, 8L, 8L, 1L, 8L, 8L, 8L, 
    8L, 8L, 8L, 8L, 3L, 3L, 8L, 8L, 4L, 1L, 8L, 8L, 8L, 8L, 8L, 
    8L, 8L, 2L, 1L, 6L, 6L, 6L, 5L, 5L, 5L, 5L, 8L, 8L, 8L, 6L, 
    6L, 6L, 8L, 8L, 5L, 2L, 5L, 5L, 5L, 1L, 1L, 8L, 3L, 3L, 3L, 
    3L, 3L, 3L, 2L, 8L, 8L), levels = c("-99", "902", "904", 
    "906", "907", "909", "916", "920"), class = "factor"), LOC10a = structure(c(3L, 
    7L, 1L, 1L, 3L, 3L, 1L, 3L, 3L, 1L, 1L, 1L, 4L, 7L, 3L, 3L, 
    3L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 3L, 3L, 3L, 3L, 4L, 1L, 4L, 
    1L, 3L, 7L, 7L, 7L, 1L, 4L, 4L, 3L, 1L, 6L, 6L, 1L, 3L, 3L, 
    3L, 3L, 3L, 6L, 6L, 6L, 4L, 4L, 4L, 4L, 6L, 6L, 3L, 3L, 3L, 
    4L, 4L, 1L, 7L, 1L, 4L, 4L, 4L, 3L, 3L, 3L, 3L, 3L, 1L, 7L, 
    7L, 1L, 7L, 4L, 1L, 4L, 4L, 1L, 3L, 3L, 5L, 5L, 5L, 1L, 1L, 
    1L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 
    4L, 4L, 1L, 1L, 7L, 7L, 6L, 1L, 6L, 6L, 3L, 3L, 1L, 1L, 2L, 
    2L, 2L, 1L, 2L, 1L, 1L, 7L, 1L, 7L, 7L, 7L, 4L, 4L, 4L, 4L, 
    4L, 4L, 3L, 3L, 3L, 1L, 1L, 1L, 4L, 4L, 4L, 7L, 3L, 3L, 1L, 
    3L, 6L, 6L, 6L, 2L, 1L, 6L, 6L, 6L, 3L, 3L, 1L, 1L, 4L, 4L, 
    1L, 1L, 2L, 3L, 3L, 3L, 6L, 6L, 4L, 1L, 4L, 4L, 1L, 1L, 3L, 
    3L, 6L, 6L, 4L, 4L, 4L, 1L, 4L, 4L, 4L, 4L, 1L, 6L, 6L, 1L, 
    4L, 4L, 4L, 1L, 1L, 4L, 1L, 3L, 3L, 5L, 5L, 5L, 3L, 1L, 3L, 
    3L, 1L, 6L, 6L, 6L, 6L, 4L, 4L, 4L, 1L, 4L, 4L, 3L, 3L, 3L, 
    7L, 7L, 7L, 7L, 7L, 1L, 6L, 1L, 1L, 3L, 3L, 4L, 7L, 7L, 7L, 
    4L, 4L, 4L, 4L, 4L, 4L, 3L, 3L, 3L, 3L, 3L, 3L, 1L, 3L, 6L, 
    6L, 6L, 1L, 6L, 7L, 7L, 3L, 1L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 
    3L, 3L, 4L, 4L, 6L, 6L, 6L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 4L, 
    4L, 4L, 1L, 4L, 4L, 4L, 4L, 4L, 4L, 3L, 3L, 3L, 1L, 6L, 6L, 
    1L, 6L, 6L, 6L, 1L, 2L), levels = c("-99", "1004", "1005", 
    "1007", "1011", "1013", "1019"), class = "factor"), LOC10b = structure(c(6L, 
    6L, 1L, 1L, 3L, 3L, 1L, 3L, 5L, 1L, 1L, 1L, 6L, 6L, 6L, 2L, 
    6L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 6L, 6L, 6L, 6L, 4L, 1L, 4L, 
    1L, 6L, 6L, 6L, 6L, 1L, 5L, 5L, 5L, 1L, 6L, 6L, 1L, 6L, 2L, 
    6L, 6L, 6L, 6L, 6L, 6L, 5L, 3L, 5L, 5L, 6L, 6L, 6L, 6L, 6L, 
    6L, 6L, 1L, 6L, 1L, 5L, 5L, 6L, 4L, 4L, 4L, 4L, 4L, 1L, 6L, 
    6L, 1L, 6L, 5L, 1L, 5L, 3L, 1L, 4L, 4L, 6L, 6L, 6L, 1L, 1L, 
    1L, 4L, 4L, 4L, 6L, 6L, 6L, 3L, 2L, 2L, 6L, 2L, 6L, 3L, 3L, 
    4L, 4L, 1L, 1L, 6L, 6L, 5L, 1L, 5L, 5L, 5L, 5L, 1L, 1L, 5L, 
    5L, 5L, 1L, 5L, 1L, 1L, 6L, 1L, 6L, 6L, 6L, 5L, 5L, 5L, 6L, 
    6L, 6L, 6L, 6L, 6L, 1L, 1L, 1L, 3L, 3L, 3L, 6L, 3L, 5L, 1L, 
    5L, 5L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 3L, 3L, 1L, 1L, 6L, 6L, 
    1L, 1L, 5L, 5L, 5L, 5L, 6L, 6L, 4L, 1L, 4L, 4L, 1L, 1L, 2L, 
    6L, 5L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 1L, 
    3L, 5L, 6L, 1L, 1L, 6L, 1L, 6L, 6L, 5L, 5L, 5L, 6L, 1L, 2L, 
    6L, 1L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 6L, 6L, 
    6L, 6L, 6L, 6L, 6L, 1L, 6L, 1L, 1L, 5L, 5L, 3L, 6L, 6L, 6L, 
    3L, 3L, 3L, 3L, 3L, 3L, 6L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 
    6L, 6L, 1L, 6L, 6L, 6L, 6L, 1L, 1L, 2L, 5L, 5L, 5L, 5L, 2L, 
    2L, 2L, 5L, 5L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 2L, 6L, 5L, 
    5L, 5L, 1L, 5L, 6L, 6L, 3L, 6L, 6L, 3L, 2L, 3L, 1L, 5L, 5L, 
    1L, 5L, 5L, 5L, 1L, 6L), levels = c("-99", "1005", "1007", 
    "1011", "1013", "1019"), class = "factor")), row.names = c(NA, 
-307L), class = "data.frame")

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amregtest documentation built on May 29, 2024, 4:04 a.m.