R/M_PCR_Train.R

In JSDNE: Estimating the Age using Auricular Surface by DNE

#'
#' M_PCR_Train
#' 
#' M_PCR_Train is the train set of the M_PCR model. It consists of Age, MeanDNE.Apex, MedianDNE.Apex, MeanDNE.Convex, MeanDNE.Concave, Proportion.DNEunder0.0001, Population. The number of rows is 953.
#' 
#' 
#' 
#' @export
#' 
M_PCR_Train<-{
  Age<-c(28, 39, 36, 22, 55, 22, 39, 22, 74, 37, 28, 59, 33, 49, 45, 35, 36, 39, 36, 23, 52, 76, 55, 39, 39, 61, 90, 35, 61, 53, 75, 38, 36, 76, 54, 72, 38, 65, 23, 67, 51, 38, 40, 70, 59, 37, 39, 37, 75, 35, 57, 62, 62, 45, 66, 75, 52, 73, 36, 34, 49, 40, 55, 55, 40, 66, 54, 29, 32, 46, 72, 63, 55, 41, 40, 53, 77, 50, 37, 47, 74, 42, 42, 44, 49, 63, 55, 37, 40, 68, 75, 29, 26, 70, 47, 23, 78, 78, 53, 57, 64, 64, 81, 33, 56, 60, 53, 68, 59, 32, 73, 72, 33, 54, 66, 50, 51, 65, 42, 59, 75, 77, 56, 25, 55, 91, 47, 84, 91, 40, 30, 85, 34, 24, 40, 72, 49, 86, 37, 52, 66, 74, 34, 26, 38, 64, 61, 77, 64, 53, 57, 75, 39, 87, 52, 44, 64, 51, 66, 40, 51, 48, 91, 43, 40, 51, 53, 60, 51, 66, 30, 71, 75, 65, 75, 73, 55, 22, 76, 68, 72, 
         65, 40, 60, 46, 86, 38, 39, 75, 34, 69, 72, 43, 37, 56, 36, 56, 40, 57, 61, 39, 58, 68, 40, 40, 32, 54, 54, 64, 75, 53, 42, 68, 22, 64, 48, 65, 48, 65, 22, 42, 65, 33, 54, 45, 66, 77, 68, 34, 72, 72, 44, 91, 40, 66, 78, 42, 40, 40, 34, 50, 39, 55, 88, 75, 23, 54, 72, 83, 40, 72, 79, 91, 78, 70, 44, 49, 78, 56, 77, 70, 70, 81, 58, 70, 64, 57, 21, 21, 71, 72, 78, 87, 72, 72, 71, 80, 77, 77, 56, 56, 68, 70, 70, 73, 73, 75, 33, 33, 81, 81, 48, 48, 25, 78, 76, 76, 93, 93, 60, 75, 75, 79, 79, 86, 70, 79, 79, 68, 68, 68, 68, 46, 72, 68, 80, 52, 52, 76, 76, 49, 20, 35, 60, 39, 39, 85, 69, 68, 32, 32, 77, 77, 80, 45, 75, 29, 73, 48, 86, 79, 85, 57, 57, 51, 93, 76, 76, 72, 62, 51, 51, 69, 69, 65, 68, 68, 89, 75, 47, 68, 31, 77, 77, 39, 47, 47, 25, 25, 28, 56, 34, 61, 55, 55, 33, 33, 23, 23, 38, 38, 26, 26, 29, 20, 20, 
         79, 66, 89, 89, 72, 72, 22, 22, 25, 25, 94, 94, 68, 42, 20, 69, 69, 32, 26, 69, 69, 67, 34, 70, 33, 33, 87, 87, 25, 25, 63, 35, 79, 79, 20, 67, 20, 22, 22, 76, 76, 25, 25, 23, 23, 26, 26, 45, 28, 46, 46, 20, 41, 37, 48, 27, 75, 75, 62, 62, 46, 46, 23, 23, 44, 44, 72, 80, 80, 65, 75, 85, 85, 49, 49, 55, 64, 64, 40, 59, 59, 64, 70, 45, 45, 52, 52, 20, 72, 72, 69, 69, 61, 43, 43, 60, 28, 60, 28, 35, 58, 62, 58, 47, 79, 79, 52, 52, 73, 73, 52, 52, 40, 40, 74, 66, 74, 50, 29, 29, 57, 50, 50, 82, 82, 42, 57, 60, 60, 70, 70, 78, 78, 59, 69, 69, 50, 50, 84, 56, 56, 65, 77, 77, 70, 75, 75, 70, 27, 53, 53, 83, 83, 54, 47, 47, 83, 83, 61, 61, 68, 68, 68, 60, 60, 68, 63, 52, 52, 75, 65, 65, 69, 71, 80, 31, 60, 20, 20, 41, 41, 78, 78, 69, 43, 30, 30, 54, 54, 75, 44, 75, 44, 57, 58, 58, 69, 75, 75, 52, 52, 29, 29, 82, 63, 
         57, 57, 83, 35, 65, 65, 38, 38, 53, 53, 39, 51, 51, 65, 65, 67, 67, 62, 27, 27, 65, 65, 27, 68, 68, 65, 65, 54, 57, 57, 33, 72, 69, 72, 52, 54, 51, 70, 59, 65, 65, 56, 56, 54, 51, 84, 56, 56, 74, 74, 50, 50, 68, 54, 54, 59, 43, 43, 32, 50, 50, 67, 75, 49, 63, 63, 61, 61, 31, 89, 56, 56, 56, 46, 34, 46, 34, 62, 33, 68, 68, 52, 52, 53, 39, 63, 50, 50, 62, 66, 59, 59, 52, 48, 48, 43, 47, 45, 45, 70, 25, 70, 25, 68, 68, 28, 28, 31, 31, 54, 53, 53, 57, 35, 35, 51, 51, 26, 26, 39, 39, 71, 71, 44, 44, 25, 22, 45, 23, 28, 32, 32, 30, 49, 64, 62, 62, 49, 49, 35, 35, 70, 66, 29, 29, 46, 46, 38, 71, 71, 25, 25, 67, 67, 67, 67, 68, 68, 64, 60, 45, 39, 49, 44, 26, 26, 33, 34, 65, 65, 68, 80, 80, 60, 48, 48, 43, 68, 65, 63, 37, 63, 89, 89, 83, 83, 43, 35, 35, 90, 90, 94, 94, 46, 81, 24, 81, 24, 92, 21, 21, 43, 30, 49, 60, 
         60, 68, 38, 38, 37, 37, 33, 33, 86, 86, 68, 78, 83, 30, 96, 96, 47, 47, 95, 39, 39, 75, 75, 96, 96, 49, 81, 81, 83, 83, 88, 74, 74, 49, 49, 52, 52, 61, 78, 78, 85, 77, 77, 42, 42, 76, 85, 85, 45, 45, 81, 81, 74, 74, 89, 44, 96, 96, 79, 85, 85, 68, 68, 78, 62, 62, 36, 92, 68, 68, 56, 72, 83, 62, 62, 88, 88, 80, 80, 47, 47, 70, 70, 67, 67, 60, 60, 83, 83, 79, 79, 69, 69, 85, 85, 60, 51, 51, 63, 82, 82, 81, 81, 67, 67, 39, 39, 80, 80, 55, 55, 96, 96, 61, 61, 85, 50, 50, 86, 86, 48, 61, 85, 61, 74, 71, 71, 88, 88, 75, 75, 76, 76, 82, 82, 88, 88, 88, 44, 44, 79, 58, 58, 93, 93, 65, 65, 49, 76, 55, 55, 55, 67, 57, 67, 83, 85)
  
  MeanDNE.Apex<-c(0.019749, 0.021767, 0.022953, 0.033347, 0.045844, 0.024343, 0.03489, 0.015239, 0.036567, 0.023417, 0.023334, 0.018494, 0.026939, 0.028056, 0.031663, 0.027673, 0.034076, 0.025793, 0.029901, 0.013509, 0.022226, 0.040856, 0.023107, 0.023071, 0.03095, 0.05092, 0.047679, 0.018172, 0.048011, 0.042028, 0.048182, 0.017038, 0.023275, 0.036558, 0.044853, 0.051714, 0.020974, 0.030886, 0.019262, 0.028185, 0.015272, 0.023453, 0.031351, 0.049346, 0.045345, 0.023448, 0.028665, 0.02558, 0.043822, 0.029175, 0.027732, 0.043377, 0.045962, 0.0369, 0.031606, 0.040569, 0.034844, 0.03978, 0.027327, 0.025391, 0.036842, 0.029884, 0.028296, 0.025106, 0.029293, 0.048006, 0.042238, 0.021691, 0.028146, 0.033785, 0.055236, 0.051302, 0.032936, 
                  0.035083, 0.016752, 0.039239, 0.022884, 0.034899, 0.027257, 0.041302, 0.035921, 0.041053, 0.028273, 0.028394, 0.027039, 0.043481, 0.033831, 0.029562, 0.030924, 0.054931, 0.05997, 0.019904, 0.019895, 0.053486, 0.038605, 0.023108, 0.042338, 0.035918, 0.038512, 0.026047, 0.043487, 0.040557, 0.051377, 0.021836, 0.032637, 0.027304, 0.034146, 0.042166, 0.043266, 0.023823, 0.048574, 0.05106, 0.023789, 0.021447, 0.050648, 0.03758, 0.031937, 0.048728, 0.031268, 0.035885, 0.028316, 0.051015, 0.038333, 0.020069, 0.041794, 0.067757, 0.036005, 0.038872, 0.036377, 0.027917, 0.023005, 0.051102, 0.023396, 0.025203, 0.025401, 0.019429, 0.047902, 0.042696, 0.026048, 0.027951, 0.039909, 0.047303, 0.029438, 0.026556, 0.02874, 
                  0.044916, 0.022581, 0.02789, 0.038691, 0.046295, 0.032756, 0.034225, 0.029278, 0.034966, 0.025777, 0.017798, 0.03518, 0.041574, 0.041098, 0.034556, 0.043811, 0.033335, 0.064991, 0.031196, 0.032804, 0.031932, 0.034402, 0.031604, 0.018524, 0.023359, 0.028022, 0.040072, 0.056324, 0.033932, 0.039892, 0.042234, 0.030919, 0.025034, 0.039671, 0.029492, 0.034461, 0.045663, 0.025431, 0.042266, 0.03365, 0.054075, 0.025477, 0.030747, 0.018083, 0.024511, 0.036925, 0.045451, 0.034202, 0.022482, 0.033383, 0.021922, 0.039395, 0.029173, 0.045486, 0.022439, 0.018368, 0.037397, 0.038736, 0.030047, 0.030955, 0.025187, 0.038187, 0.034879, 0.020146, 0.020839, 0.015311, 0.044884, 0.014797, 0.031652, 0.03695, 0.028331, 0.039444, 0.024561, 0.033896, 0.025269, 0.045781, 0.03689, 0.027248, 0.023661, 0.032037, 0.040078, 
                  0.046023, 0.019428, 0.030148, 0.029768, 0.026811, 0.030801, 0.048889, 0.033996, 0.020864, 0.053001, 0.022461, 0.03114, 0.031659, 0.018228, 0.036113, 0.028026, 0.047909, 0.059583, 0.040782, 0.020554, 0.030255, 0.04488, 0.046978, 0.03269, 0.045101, 0.031673, 0.058889, 0.046598, 0.043104, 0.04093, 0.031408, 0.037509, 0.032406, 0.040365, 0.03225, 0.039272, 0.045573, 0.028489, 0.058266, 0.032142, 0.033738, 0.026252, 0.029771, 0.0375, 0.039641, 0.039875, 0.038596, 0.030157, 0.038653, 0.037548, 0.040167, 0.042857, 0.026329, 0.033512, 0.034419, 0.038635, 0.041455,
                  0.037373, 0.039402, 0.034611, 0.036226, 0.028402, 0.028308, 0.054399, 0.037933, 0.030865, 0.028962, 0.02466, 0.037293, 0.037618, 0.036599, 0.040052, 0.039781, 0.037117, 0.045117, 0.034535, 0.038681, 0.042979, 0.041587, 0.043667, 0.040513, 0.041285, 0.033705, 0.041119, 0.043076, 0.043181, 0.031265, 0.037797, 0.03386, 0.036645, 0.037685, 0.027353, 0.037676, 0.034756, 0.030197, 0.02503, 0.032765, 0.03058, 0.027261, 0.025692, 0.036169, 0.036367, 0.037042, 0.028965, 0.03101, 0.038272, 0.036163, 0.039968, 0.025552, 0.036443, 0.033962, 0.042902, 0.036839, 0.046001, 0.040684, 0.039771, 0.033859, 0.027534, 0.02947, 0.049248, 0.044713, 0.038338, 
                  0.037826, 0.037217, 0.033341, 0.031366, 0.030387, 0.042356, 0.034901, 0.036251, 0.035835, 0.048558, 0.037207, 0.034744, 0.037589, 0.030477, 0.042251, 0.036012, 0.035826, 0.028629, 0.031604, 0.027411, 0.023636, 0.023185, 0.04011, 0.032443, 0.033771, 0.031168, 0.034759, 0.038296, 0.032553, 0.035445, 0.027494, 0.030897, 0.035365, 0.024281, 0.023683, 0.031685, 0.027524, 0.022206, 0.038136, 0.037741, 0.039293, 0.040294, 0.029836, 0.032163, 0.022208, 0.028935, 0.020166, 0.027855, 0.047235, 0.048044, 0.033854, 0.02757, 0.029837, 0.032137, 0.030431, 0.033609, 0.030917, 0.038655, 0.04021, 0.035849, 0.025555, 0.040131, 0.026102, 
                  0.027938, 0.042649, 0.040018, 0.032622, 0.0309, 0.038671, 0.028897, 0.044165, 0.045101, 0.025058, 0.032204, 0.024491, 0.026281, 0.023612, 0.047362, 0.036589, 0.025893, 0.023893, 0.030758, 0.032572, 0.023789, 0.037636, 0.037386, 0.027844, 0.031288, 0.031462, 0.026077, 0.024191, 0.030039, 0.032473, 0.025483, 0.042017, 0.040552, 0.040049, 0.034451, 0.037183, 0.031317, 0.031714, 0.026987, 0.029933, 0.026662, 0.034797, 0.042193, 0.041252, 0.036428, 0.035762, 0.036596, 0.039853, 0.032541, 0.031803, 0.033169, 0.034372, 0.037328, 0.028869, 0.039875, 0.039987, 0.030663, 0.032045, 0.029582, 0.025469, 0.038985, 0.027303, 
                  0.02552, 0.038712, 0.03257, 0.032714, 0.041696, 0.037843, 0.027557, 0.030964, 0.042304, 0.033506, 0.033303, 0.031679, 0.025998, 0.037428, 0.033681, 0.029428, 0.033633, 0.034773, 0.04203, 0.033953, 0.031467, 0.039991, 0.040149, 0.031296, 0.030683, 0.031538, 0.029082, 0.044775, 0.033904, 0.032565, 0.03708, 0.032373, 0.032642, 0.034006, 0.037456, 0.030769, 0.040169, 0.035279, 0.03396, 0.036657, 0.032861, 0.030692, 0.038114, 0.037455, 0.039742, 0.036101, 0.033488, 0.029659, 0.036178, 0.035772, 0.032792, 0.037595, 0.030517, 0.031819, 0.03026, 0.034925, 0.052511, 0.041971, 0.036526, 0.039672, 0.039604, 0.024094, 0.030491, 0.03581, 0.035453, 0.034457, 
                  0.034363, 0.030683, 0.032111, 0.040163, 0.040587, 0.035655, 0.035693, 0.040303, 0.039409, 0.035292, 0.028178, 0.032633, 0.032229, 0.039901, 0.030104, 0.037341, 0.039104, 0.039901, 0.035788, 0.038823, 0.034514, 0.035346, 0.03119, 0.03968, 0.02543, 0.030452, 0.030934, 0.029881, 0.036627, 0.04418, 0.037292, 0.039369, 0.03145, 0.025148, 0.037449, 0.037678, 0.039048, 0.036373, 0.03499, 0.030998, 0.034242, 0.02819, 0.028372, 0.030377, 0.040332, 0.037301, 0.027799, 0.032884, 
                  0.036168, 0.024885, 0.038581, 0.037745, 0.031321, 0.03429, 0.036086, 0.028554, 0.026415, 0.032911, 0.032292, 0.03601, 0.030936, 0.030239, 0.035889, 0.037703, 0.033619, 0.033017, 0.036335, 0.031837, 0.041237, 0.03716, 0.031279, 0.02499, 0.040095, 0.038093, 0.024147, 0.037828, 0.034486, 0.036318, 0.032117, 0.031934, 0.037, 0.027988, 0.027837, 0.03359, 0.034014, 0.042739, 0.029662, 0.028417, 0.031376, 0.039419, 0.032531, 0.033295, 0.040503, 0.031752, 0.030866, 0.030581, 0.036409, 0.046057, 0.035938, 0.033663, 0.033313, 0.030557, 0.026772, 0.034346, 0.02977, 0.036165, 0.033863, 0.039125, 0.03263, 0.031756, 0.030291, 0.032557, 0.034257, 0.031361, 
                  0.030689, 0.033995, 0.041075, 0.03968, 0.036065, 0.034895, 0.027001, 0.042148, 0.035682, 0.034128, 0.034369, 0.027001, 0.026086, 0.032679, 0.027098, 0.028955, 0.029083, 0.037057, 0.032148, 0.028971, 0.033373, 0.028585, 0.027014, 0.032824, 0.033895, 0.029597, 0.038804, 0.038422, 0.031631, 0.037187, 0.034182, 0.028942, 0.031995, 0.027911, 0.031634, 0.029029, 0.040849, 0.037811, 0.028102, 0.032873, 0.023709, 0.037172, 0.030545, 0.029458, 0.026863, 0.028725, 0.026001, 0.035114, 0.026916, 0.033761, 0.036739, 0.029918, 0.02818, 0.031173, 0.032883, 0.0297, 0.029067, 0.032089, 0.030446, 0.032644, 0.03305, 0.032542, 0.031894, 
                  0.032928, 0.031976, 0.027989, 0.022913, 0.029748, 0.033003, 0.031608, 0.026694, 0.032975, 0.041933, 0.035823, 0.031245, 0.03494, 0.038384, 0.029156, 0.030818, 0.035921, 0.041832, 0.029855, 0.032567, 0.0348, 0.033151, 0.034134, 0.03754, 0.041991, 0.024603, 0.029964, 0.034582, 0.029259, 0.04266, 0.038354, 0.031715, 0.034164, 0.037522, 0.033446, 0.03123, 0.029665, 0.036075, 0.036881, 0.028387, 0.0232, 0.027529, 0.034185, 0.032711, 0.033994, 0.037029, 0.037911, 0.040013, 0.037992, 0.036382, 0.028582, 0.026143, 0.035601, 0.036066, 0.040075, 0.031522, 0.031707, 0.047798, 0.048041, 0.040829, 0.039435, 0.031928, 0.031356, 0.032418, 0.051794, 0.032669, 0.045232, 0.043656, 0.034522, 0.032132, 0.028567, 0.036967, 0.026203, 
                  0.047955, 0.022237, 0.043581, 0.03304, 0.025122, 0.031559, 0.030621, 0.033049, 0.031969, 0.025781, 0.02693, 0.029095, 0.026887, 0.030296, 0.029691, 0.0408, 0.037693, 0.038413, 0.033199, 0.04281, 0.032098, 0.062042, 0.051777, 0.027355, 0.02796, 0.045832, 0.035712, 0.02936, 0.044737, 0.040157, 0.038122, 0.044811, 0.041592, 0.031701, 0.042318, 0.043157, 0.034497, 0.044799, 0.036302, 0.038958, 0.029351, 0.034323, 0.033089, 0.039012, 0.040379, 0.037924, 0.036937, 0.031852, 0.040154, 0.033745, 0.037185, 0.031108, 0.036827, 0.044536, 0.033112, 0.034657, 0.030558, 0.039947, 0.037581, 0.039436, 0.039282, 0.053978, 0.03678, 0.04999, 0.044861, 
                  0.037285, 0.037486, 0.038434, 0.041167, 0.037008, 0.039559, 0.035106, 0.037696, 0.035623, 0.03959, 0.030149, 0.037486, 0.038559, 0.042239, 0.041731, 0.032327, 0.028984, 0.03832, 0.035383, 0.042604, 0.0402, 0.032728, 0.029514, 0.033232, 0.033232, 0.040474, 0.024307, 0.032429, 0.036632, 0.041176, 0.045751, 0.039036, 0.043504, 0.036411, 0.036402, 0.039362, 0.045061, 0.028503, 0.037186, 0.026881, 0.038035, 0.036783, 0.047025, 0.044721, 0.041588, 0.042449, 0.035886, 0.02963, 0.033147, 0.04614, 0.036742, 0.03218, 0.030701, 0.040876, 0.043761, 0.034099, 
                  0.036033, 0.039543, 0.033656, 0.029978, 0.046958, 0.037114, 0.035203, 0.037771, 0.043858, 0.038295, 0.03859, 0.038108, 0.04088, 0.04604, 0.040901, 0.035161, 0.037959, 0.035913, 0.038105, 0.041409, 0.036657, 0.043943, 0.039686, 0.043082, 0.036509, 0.027285, 0.049667, 0.031973, 0.029564, 0.036164, 0.034887, 0.034287, 0.0363, 0.032289, 0.037271, 0.034228, 0.030283, 0.031607, 0.036637, 0.032798, 0.039039, 0.035317, 0.046398)
  
  MedianDNE.Apex<-c(0.004763, 0.01049, 0.010221, 0.006146, 0.013647, 0.008214, 0.012682, 0.002086, 0.014487, 0.006369, 0.00539, 0.019736, 0.004055, 0.015704, 0.015571, 0.004549, 0.004017, 0.010822, 0.009305, 0.004026, 0.014556, 0.017982, 0.010292, 0.00907, 0.007396, 0.015398, 0.019931, 0.006622, 0.016654, 0.018103, 0.008437, 0.005892, 0.007415, 0.014578, 0.007703, 0.010375, 0.008186, 0.015399, 0.004725, 0.012994, 0.010459, 0.005311, 0.008864, 0.011017, 0.013505, 0.007643, 0.014853, 0.007983, 0.010126, 0.002733, 0.010473, 0.012549, 0.014504, 0.010204, 0.017333, 0.013257, 0.008103, 0.010256, 0.004027, 0.003342, 0.008441, 0.012952, 0.019289, 0.007632, 0.011762, 0.01805, 0.010459, 0.003719, 0.007788, 0.009416, 0.009761, 0.017404, 
                    0.0173, 0.012994, 0.008156, 0.017919, 0.014356, 0.007674, 0.010468, 0.021121, 0.020193, 0.013132, 0.018441, 0.018738, 0.020898, 0.016405, 0.013471, 0.007866, 0.009855, 0.014776, 0.016021, 0.00517, 0.002588, 0.019685, 0.008135, 0.002738, 0.024003, 0.015308, 0.020248, 0.015103, 0.012077, 0.021421, 0.019207, 0.004081, 0.010314, 0.01253, 0.017067, 0.016521, 0.015323, 0.007326, 0.014779, 0.020364, 0.006217, 0.010233, 0.024632, 0.012789, 0.016254, 0.009699, 0.014863, 0.020521, 0.012832, 0.011739, 0.011541, 0.003047, 0.009022, 0.017616, 0.008116, 0.019071, 0.017189, 0.012993, 0.003805, 0.011478, 0.008084, 0.003106, 0.007943, 0.017168, 0.019265, 0.016653, 0.006078, 0.019149, 0.009328, 0.02344, 0.007423, 0.004206, 0.010448, 0.012975, 0.011866, 0.015104, 0.010329, 0.009042, 0.019635, 0.016597, 0.008142, 0.014415, 0.006913, 0.016589, 0.010195, 0.015113, 0.02196, 0.010131, 0.00639, 0.009105, 0.017244, 0.011098, 0.010513, 0.017493, 0.015269, 0.017246, 0.010451, 0.009284, 0.007962, 0.017835, 0.010487, 0.020944, 0.015617, 0.011536, 0.008247, 
                    0.002866, 0.023965, 0.015813, 0.015587, 0.019123, 0.014086, 0.01428, 0.008865, 0.017022, 0.005919, 0.010358, 0.01935, 0.009434, 0.012062, 0.010514, 0.006506, 0.007146, 0.008559, 0.006334, 0.00846, 0.016974, 0.016134, 0.009931, 0.011424, 0.00946, 0.010541, 0.009291, 0.018552, 0.004134, 0.010991, 0.008437, 0.010954, 0.010747, 0.016084, 0.017596, 0.010811, 0.00303, 0.013032, 0.009814, 0.014291, 0.01061, 0.011472, 0.008348, 0.012673, 0.010925, 0.008223, 0.009423, 0.01352, 0.011198, 0.012106, 0.009284, 0.005881, 0.021797, 0.022421, 0.007449, 0.013816, 0.01725, 0.012316, 0.021236, 0.016674, 0.010132, 0.012759, 0.010137, 0.013632, 0.015917, 0.009734, 0.014933, 0.015467, 0.00354, 0.009435, 0.019247, 0.014751, 0.010119, 0.012192, 0.017717, 0.020165, 0.019368, 0.011, 0.018566, 0.010039, 0.013585, 0.010635, 0.023728, 0.008882, 0.008961, 0.020211, 0.010543, 0.016182, 0.019697, 0.011785, 0.009163, 0.008861, 0.013924, 0.014909, 0.014727, 0.013384, 0.01162, 0.0149, 0.011695, 0.014993, 0.017172, 0.011481, 0.012682, 0.012998, 0.013941, 0.016036, 0.011879, 0.014859, 0.01364, 0.014768, 0.009469, 
                    0.010599, 0.01927, 0.016317, 0.011689, 0.011765, 0.009946, 0.012982, 0.014782, 0.014734, 0.016127, 0.016217, 0.008814, 0.014753, 0.014247, 0.017108, 0.012042, 0.013519, 0.013663, 0.016548, 0.014804, 0.011901, 0.012898, 0.013649, 0.013226, 0.011774, 0.012434, 0.013094, 0.01233, 0.012736, 0.009825, 0.015319, 0.013208, 0.010675, 0.009111, 0.0104, 0.016366, 0.010756, 0.009877, 0.014534, 0.013779, 0.014379, 0.007786, 0.008747, 0.011615, 0.015097, 0.014826, 0.010616, 0.014109, 0.00915, 0.0149, 0.012087, 0.01589, 0.015973, 0.015886, 0.01257, 0.012855, 0.010292, 0.016947, 0.014958, 0.011687, 0.016444, 0.011157, 0.012586, 0.011773, 0.013986, 0.013207, 0.013673, 0.013657, 0.013727, 0.013423, 0.019016, 0.011492, 0.013955, 0.009131, 
                    0.016888, 0.016931, 0.010367, 0.011752, 0.009126, 0.010014, 0.009129, 0.010356, 0.012696, 0.010786, 0.010539, 0.014176, 0.013805, 0.01048, 0.009768, 0.010661, 0.00912, 0.007632, 0.010592, 0.007743, 0.009102, 0.009208, 0.008851, 0.00772, 0.012117, 0.013022, 0.013438, 0.013438, 0.01478, 0.014012, 0.008645, 0.009109, 0.011499, 0.009415, 0.020881, 0.018496, 0.015493, 0.010184, 0.016074, 0.011446, 0.013921, 0.013956, 0.008341, 0.014737, 0.009421, 0.012884, 0.010354, 0.013645, 0.010479, 0.010678, 0.015206, 0.015206, 0.010375, 0.010351, 0.01182, 0.010654, 0.013256, 0.017147, 0.0088, 0.013524, 0.007987, 0.009135, 0.007346, 0.01439, 0.012228, 0.009163, 0.009154, 0.009953, 0.009245, 0.010347, 0.012061, 0.012134, 0.009692, 0.009891, 
                    0.010813, 0.007502, 0.009898, 0.010764, 0.012013, 0.007155, 0.01373, 0.015213, 0.014339, 0.011341, 0.011696, 0.011879, 0.009257, 0.009782, 0.010946, 0.010571, 0.010415, 0.013929, 0.012064, 0.017489, 0.013743, 0.012284, 0.016055, 0.011657, 0.0096, 0.010718, 0.01393, 0.012629, 0.010634, 0.012727, 0.011852, 0.012833, 0.013101, 0.010549, 0.011633, 0.012468, 0.009851, 0.010165, 0.014111, 0.011972, 0.012545, 0.013688, 0.012384, 0.009576, 0.01093, 0.013153, 0.010288, 0.012647, 0.012374, 0.010461, 0.012895, 0.010559, 0.012981, 0.012079, 0.012085, 0.01439, 0.010013, 0.010839, 0.012913, 0.013702, 0.012929, 0.00883, 0.013398, 0.009266, 0.013987, 0.013643, 0.013307, 0.008073, 0.009129, 0.008513, 0.01264, 0.009786, 0.009784, 0.015093, 0.015992, 0.011841, 0.012942, 0.0119, 0.013559, 0.016472, 0.014646, 0.018146, 0.014959, 0.013983, 
                    0.013217, 0.013054, 0.011503, 0.010728, 0.015951, 0.012031, 0.009774, 0.011598, 0.013149, 0.013578, 0.014021, 0.012353, 0.014728, 0.01315, 0.008931, 0.011148, 0.013567, 0.015822, 0.013981, 0.013198, 0.011631, 0.011629, 0.018987, 0.01566, 0.014521, 0.012781, 0.011537, 0.018338, 0.013294, 0.012892, 0.014071, 0.013849, 0.014382, 0.012702, 0.010683, 0.012026, 0.014382, 0.016357, 0.014733, 0.013716, 0.016818, 0.009154, 0.014894, 0.010292, 0.008788, 0.01057, 0.010289, 0.013901, 0.014054, 0.01552, 0.011239, 0.009309, 0.010722, 0.010966, 0.010924, 0.014926, 
                    0.012056, 0.013242, 0.007473, 0.012795, 0.010947, 0.010767, 0.013627, 0.0163, 0.016097, 0.009725, 0.012713, 0.009044, 0.00912, 0.014092, 0.012022, 0.010188, 0.012594, 0.015106, 0.010363, 0.013989, 0.01306, 0.011897, 0.010331, 0.013881, 0.012737, 0.008667, 0.010928, 0.012917, 0.011386, 0.014025, 0.009739, 0.01602, 0.010689, 0.011301, 0.008429, 0.012601, 0.011002, 0.008267, 0.016263, 0.013884, 0.010862, 0.011483, 0.01274, 0.01402, 0.012294, 0.009489, 0.015229, 0.016269, 0.013688, 0.012768, 0.012749, 0.011892, 0.012142, 0.012869, 0.012324, 0.015234, 0.012529, 0.012783, 0.01059, 0.012026, 0.015744, 0.012795, 0.01268, 0.014849, 0.014092, 0.011846, 0.010347, 0.011028, 0.010355, 0.013113, 0.015009, 0.012844, 0.013313, 0.010774, 0.010545, 0.011061, 0.013734, 0.014928, 0.009511, 0.013204, 0.014842, 0.01786, 0.012808, 0.008825, 0.013118, 0.012918, 0.010475, 0.012793, 0.011882, 0.010251, 0.01058, 0.007713, 0.013017, 0.010677, 0.013797, 0.013118, 0.011603, 0.012835, 0.012951, 0.009112, 0.012308, 0.010469, 0.011729, 0.013627, 0.013926, 0.010904, 0.012076, 0.01276, 0.011825, 0.012728, 
                    0.009616, 0.010814, 0.011675, 0.011719, 0.013645, 0.009426, 0.011758, 0.009133, 0.014272, 0.0136, 0.007887, 0.009329, 0.010675, 0.009127, 0.012611, 0.012952, 0.011177, 0.012834, 0.010649, 0.010329, 0.011624, 0.009959, 0.009168, 0.009101, 0.009083, 0.010396, 0.01189, 0.011963, 0.012105, 0.009913, 0.010479, 0.008381, 0.010648, 0.009061, 0.007007, 0.008699, 0.010375, 0.010764, 0.011864, 0.013612, 0.014806, 0.011709, 0.01141, 0.015396, 0.009661, 0.009256, 0.012653, 0.015405, 0.01005, 0.008379, 0.012335, 0.014474, 0.01011, 0.013372, 0.015138, 0.009234, 0.009889, 0.01258, 0.013805, 0.011549, 0.011706, 0.013059, 0.011943, 0.008085, 0.013704, 0.011859, 0.00696, 0.01177, 0.011867, 0.009813, 0.007631, 0.00961, 0.010928, 0.01398, 0.012487, 0.013093, 0.010853, 0.01471, 0.012936, 0.013677, 0.00946, 0.009637, 0.011878, 0.014258, 0.011718, 0.010452, 0.010368, 0.01597, 0.022322, 0.015189, 0.016648, 0.00912, 0.010413, 0.010656, 0.02115, 0.015124, 0.015128, 0.016986, 0.011778, 0.012187, 0.010026, 0.013931, 0.009331, 0.018583, 0.008365, 0.007875, 0.011794, 0.007322, 0.011782, 0.011338,
                    0.012667, 0.01256, 0.008837, 0.009205, 0.010613, 0.008933, 0.01052, 0.010739, 0.012653, 0.015224, 0.013912, 0.014072, 0.017068, 0.009506, 0.024685, 0.017697, 0.011723, 0.011902, 0.013845, 0.011693, 0.010424, 0.012967, 0.010498, 0.016098, 0.022275, 0.0108, 0.014893, 0.014095, 0.013378, 0.015204, 0.018491, 0.014806, 0.015029, 0.010959, 0.009956, 0.010981, 0.012466, 0.01547, 0.012228, 0.014286, 0.015855, 0.014949, 0.010201, 0.010208, 0.014742, 0.01226, 0.01287, 0.018295, 0.010849, 0.011756, 0.014145, 0.015082, 0.013517, 0.014986, 0.022326, 0.013332, 0.016258, 0.013331, 0.014202, 0.015026, 0.009137, 0.010115, 0.013895, 0.014417, 0.013742, 
                    0.014158, 0.010482, 0.019589, 0.013072, 0.013429, 0.014196, 0.016337, 0.012889, 0.014598, 0.013875, 0.015936, 0.012708, 0.014619, 0.014213, 0.011667, 0.012245, 0.013388, 0.013388, 0.015002, 0.013668, 0.013573, 0.011103, 0.012159, 0.017742, 0.014094, 0.016424, 0.012506, 0.013847, 0.014308, 0.015916, 0.012641, 0.012606, 0.011607, 0.013433, 0.015322, 0.016187, 0.014219, 0.014506, 0.013802, 0.01231, 0.01057, 0.010795, 0.012338, 0.00814, 0.013046, 0.010641, 0.018748, 0.016208, 0.011092, 0.012001, 0.015777, 0.009446, 0.011636, 0.013928, 0.014979, 0.009992, 0.011278, 0.01741, 0.014579, 0.014935, 0.012944, 0.015481, 0.014108, 0.020803, 0.014102, 0.012033, 0.015564, 0.01597, 0.014381, 0.018511, 0.013832, 0.012635, 0.016632, 0.009408, 0.009813, 0.015712, 0.010521, 0.01092, 0.016248, 0.016118, 0.015385, 0.013292, 0.011696, 0.013839, 0.012929, 0.013625, 0.013011, 0.02134, 0.014062, 0.009243, 0.015283, 0.015247)
  
  MeanDNE.Convex<-c(0.012092, 0.012435, 0.013563, 0.01593, 0.016442, 0.01366, 0.015278, 0.012868, 0.019775, 0.021591, 0.014622, 0.017281, 0.017436, 0.016929, 0.015612, 0.017207, 0.016316, 0.017712, 0.020316, 0.010956, 0.021369, 0.020448, 0.020709, 0.012471, 0.016337, 0.021426, 0.027668, 0.020653, 0.021439, 0.014956, 0.021565, 0.018101, 0.016981, 0.016872, 0.015969, 0.017877, 0.017407, 0.018135, 0.015727, 0.024403, 0.018164, 0.01515, 0.020456, 0.020252, 0.017115, 0.018717, 0.014919, 0.017135, 0.021463, 0.016674, 0.01617, 0.02134, 0.018502, 0.014945, 0.020207, 0.020644, 0.017001, 0.01674, 0.021796, 0.013328, 0.018861, 0.020979, 0.013875, 0.020668, 0.016274, 0.020159, 0.017048, 0.012565, 0.018878, 0.019275, 0.017426, 0.021206, 0.019898, 0.015875, 0.014171, 0.021889, 0.02303, 0.01704, 0.016752, 0.021079, 0.01982, 0.025195, 0.017464, 0.024728, 0.014362, 0.017136, 0.016795, 0.014609, 0.016379, 0.020501, 0.025936, 
                    0.017104, 0.013965, 0.016294, 0.021907, 0.015969, 0.020287, 0.017167, 0.02062, 0.019277, 0.029381, 0.02015, 0.02553, 0.014809, 0.01653, 0.021603, 0.020605, 0.020215, 0.024514, 0.015313, 0.023358, 0.018532, 0.014828, 0.017528, 0.02406, 0.020574, 0.017207, 0.021198, 0.023157, 0.023254, 0.019647, 0.026618, 0.018285, 0.013971, 0.020766, 0.028451, 0.016364, 0.021788, 0.033171, 0.019741, 0.015178, 0.026394, 0.020351, 0.017258, 0.016557, 0.026661, 0.024026, 0.024174, 0.020729, 0.014932, 0.020243, 0.02049, 0.019411, 0.014692, 0.018215, 0.025391, 0.020101, 0.019337, 0.026371, 0.024234, 0.023219, 0.025277, 0.020396, 0.022692, 0.016216, 0.017502, 0.024098, 0.015333, 0.019961, 0.012373, 0.016395, 0.015536, 0.024348, 0.021875, 0.018284, 0.019212, 0.021994, 0.02282, 0.020593, 0.027832, 0.014833, 0.020275, 0.020043, 0.020938, 0.021648, 0.020058, 0.024647, 0.010357, 0.022845, 0.020159, 0.029785, 0.029188, 0.016102, 0.01708, 0.020217, 0.032356, 0.020356, 0.020339, 0.02048, 0.01698, 0.021464, 0.028763, 0.019043, 0.02187, 0.017583, 0.019437, 0.01623, 0.015307, 0.02253, 0.02654, 0.020939, 0.014769, 0.021234, 0.018896, 0.020119, 0.020349, 0.02061, 0.023044, 0.021477, 0.020243, 0.018828, 0.020234, 0.025475, 0.020492, 0.022165, 0.016542, 0.024172,
                    0.018067, 0.023424, 0.019854, 0.017252, 0.020526, 0.013067, 0.021825, 0.020081, 0.021407, 0.028379, 0.024751, 0.014972, 0.024804, 0.023819, 0.022514, 0.028164, 0.021637, 0.020171, 0.02408, 0.016407, 0.015919, 0.020834, 0.015594, 0.019378, 0.019315, 0.022296, 0.02698, 0.023264, 0.01837, 0.018936, 0.020446, 0.029734, 0.016133, 0.022439, 0.025032, 0.030235, 0.026163, 0.02086, 0.017448, 0.019971, 0.023168, 0.018184, 0.01758, 0.026782, 0.024562, 0.024592, 0.017476, 0.021321, 0.016019, 0.017766, 0.017413, 0.025755, 0.025741, 0.021148, 0.025599, 0.024974, 0.021924, 0.021055, 0.022859, 0.024844, 0.026374, 0.029236, 0.020147, 0.020025, 0.023559, 0.022483, 0.023842, 0.022185, 0.024973, 0.022394, 0.018218, 0.018455, 0.023724, 0.026323, 0.018649, 0.020145, 0.016234, 0.021435, 0.02123, 0.02282, 
                    0.027621, 0.02737, 0.021827, 0.021812, 0.020043, 0.023718, 0.018382, 0.021385, 0.024576, 0.021797, 0.023734, 0.021855, 0.023074, 0.022123, 0.022424, 0.020297, 0.022665, 0.021586, 0.023096, 0.018101, 0.020596, 0.021841, 0.021851, 0.02013, 0.017201, 0.017601, 0.021815, 0.014708, 0.019595, 0.026373, 0.019871, 0.023345, 0.01732, 0.021774, 0.023961, 0.02425, 0.021363, 0.02255, 0.022656, 0.019909, 0.022733, 0.020662, 0.024218, 0.023184, 0.022755, 0.021608, 0.019998, 0.019051, 0.021813, 0.023563, 0.024077, 0.020976, 0.020698, 0.022765, 0.022228, 0.022945, 0.023623, 0.021611, 0.022737, 0.022542, 0.026271, 0.023695, 0.017871, 0.024665, 0.018159, 0.023935, 0.025049, 0.019576, 0.020138, 0.0179, 0.017248, 0.017235, 0.018233, 0.02076, 0.016391, 0.019222, 0.022158, 0.020546, 0.017288, 0.020175, 0.01924, 0.019674, 0.019339, 0.019329, 0.017351, 0.017376, 0.014684, 0.018642, 0.017436, 0.02019, 0.021768, 0.02148, 0.02148, 0.017839, 0.019728, 0.018, 0.018782, 0.017234, 0.019623, 0.033688, 0.030246, 0.022585, 0.020189, 0.015559, 0.021631, 0.021901, 0.016383, 0.015695, 0.021901, 
                    0.022199, 0.022688, 0.020447, 0.022634, 0.017323, 0.018506, 0.024723, 0.02459, 0.017249, 0.019775, 0.022782, 0.017602, 0.021958, 0.020234, 0.019641, 0.018161, 0.017221, 0.021738, 0.013574, 0.019775, 0.020509, 0.01928, 0.017235, 0.017205, 0.017235, 0.020256, 0.023947, 0.018456, 0.018326, 0.019696, 0.018878, 0.017232, 0.017704, 0.019546, 0.020438, 0.018418, 0.020778, 0.02128, 0.020489, 0.021169, 0.020658, 0.022293, 0.021031, 0.016453, 0.019559, 0.019317, 0.020017, 0.026744, 0.024602, 0.020765, 0.024018, 0.02187, 0.024027, 0.017849, 0.021968, 0.020765, 0.02128, 0.022406, 0.019655, 0.021586, 0.021478, 0.018808, 0.021556, 0.020719, 0.019627, 0.022505, 0.020228, 0.018545, 0.024001, 0.02335, 0.019662, 0.022849, 0.021528, 0.018083, 0.021303, 0.018235, 0.01626, 0.022776, 0.021541, 0.018403, 0.021391, 0.021378, 0.019671, 0.018733, 0.021939, 0.025196, 0.019128, 0.023567, 0.021706, 0.028214, 0.020003, 0.021521, 0.019878, 0.017134, 0.022686, 0.022489, 0.022819, 0.023889, 0.016982, 0.018458, 0.021677, 0.018153, 0.020142, 0.021206, 0.02577, 0.01762, 0.021549, 0.022339, 0.01944, 0.023503, 0.025471, 0.023854, 0.021578, 0.021865, 0.02182, 0.022419, 0.021707, 
                    0.020615, 0.026894, 0.019224, 0.021648, 0.024273, 0.023937, 0.02368, 0.022803, 0.020391, 0.022743, 0.022444, 0.018285, 0.01781, 0.021898, 0.022489, 0.023025, 0.021755, 0.020363, 0.021815, 0.022012, 0.023929, 0.018508, 0.021617, 0.024906, 0.022655, 0.021638, 0.021544, 0.021597, 0.020025, 0.021382, 0.023384, 0.021625, 0.02184, 0.021645, 0.021381, 0.023218, 0.021407, 0.023507, 0.020103, 0.018503, 0.017386, 0.017958, 0.021392, 0.017874, 0.025769, 0.024254, 0.021994, 0.018148, 0.018794, 0.018939, 0.0191, 0.021601, 0.022983, 0.01926, 0.024395, 0.01952, 0.021573, 0.017157, 0.01849, 0.024194, 0.022488, 0.021945, 0.019897, 0.022663, 0.019153, 0.018218, 0.021038, 0.022219, 0.021617, 0.021453, 0.021803, 0.018217, 0.022206, 0.024315, 0.019596, 0.017695, 0.018719, 0.018998, 0.020192, 0.023445, 0.021544, 0.02379, 0.025003, 0.021859, 0.019348, 0.020455, 0.01821, 0.020291, 0.024893, 0.024449, 0.018222, 
                    0.02444, 0.02175, 0.022009, 0.020509, 0.02162, 0.02375, 0.021922, 0.018055, 0.025571, 0.023111, 0.022094, 0.021889, 0.021697, 0.019426, 0.021916, 0.01963, 0.024841, 0.021842, 0.021378, 0.022711, 0.020148, 0.02069, 0.017307, 0.021491, 0.019562, 0.023731, 0.021716, 0.020355, 0.020348, 0.022374, 0.018975, 0.019009, 0.021461, 0.019529, 0.02058, 0.020155, 0.020382, 0.020354, 0.021607, 0.025969, 0.019441, 0.022929, 0.024805, 0.021765, 0.021686, 0.017555, 0.02283, 0.020176, 0.020344, 0.023593, 0.019673, 0.018337, 0.019663, 0.019449, 0.021612, 0.016671, 0.022567, 0.02283, 0.019175, 0.018758, 0.02102, 0.017085, 0.019118, 0.021374, 0.021497, 0.022633, 0.021243, 0.019108, 0.01887, 0.021374, 0.017653, 0.020359, 0.019601, 0.018536, 0.021952, 0.022734, 0.020773, 0.01892, 0.022414, 0.01857, 0.021791, 0.022954, 0.01578, 0.018428, 0.016834, 0.020013, 0.022946, 0.021563, 0.021682, 0.023332, 0.017012, 0.02114, 0.023079, 0.021596, 0.01869, 0.016499, 0.017069, 0.018347, 0.022161, 0.022833, 0.019761, 0.017947, 0.017233, 
                    0.017215, 0.019544, 0.017211, 0.018216, 0.020361, 0.017481, 0.016811, 0.01797, 0.021756, 0.024354, 0.018797, 0.020388, 0.020587, 0.018037, 0.018221, 0.025058, 0.023847, 0.020505, 0.017457, 0.019674, 0.019538, 0.01964, 0.021664, 0.022609, 0.017251, 0.017362, 0.024328, 0.021862, 0.022588, 0.024183, 0.024359, 0.02184, 0.020559, 0.021254, 0.019668, 0.021447, 0.021679, 0.017198, 0.016944, 0.02017, 0.018375, 0.016479, 0.02082, 0.021719, 0.023465, 0.021619, 0.023929, 0.021705, 0.019791, 0.018133, 0.019369, 0.022106, 0.021875, 0.021637, 0.01951, 0.024077, 0.025283, 0.030237, 0.021895, 0.023982, 0.019627, 0.018511, 0.018209, 0.02493, 0.024913, 0.027564, 0.024106, 0.019199, 0.024504, 0.020097, 0.018399, 0.017338, 0.026291, 0.017314, 0.017198, 0.020685, 0.020672, 0.021677, 0.020083, 0.023617, 0.022821, 0.019252, 0.018037, 0.017239, 0.01947, 0.018506, 0.018347, 0.023027, 0.023194, 0.019126, 0.023905, 0.020745, 0.02017, 0.022844, 0.020491, 0.022129, 0.021504, 0.028332, 0.018282, 0.018368, 0.021732, 
                    0.022664, 0.023107, 0.023843, 0.018126, 0.020776, 0.023687, 0.026933, 0.021733, 0.024491, 0.025996, 0.02165, 0.020419, 0.020348, 0.020337, 0.021562, 0.023245, 0.021921, 0.026113, 0.021522, 0.02351, 0.028159, 0.018089, 0.018469, 0.022188, 0.020975, 0.026443, 0.021885, 0.021229, 0.022967, 0.025882, 0.021193, 0.021193, 0.026467, 0.018897, 0.024318, 0.027313, 0.025673, 0.021984, 0.023322, 0.026476, 0.022406, 0.021067, 0.024455, 0.021882, 0.018224, 0.024969, 0.021718, 0.024491, 0.019613, 0.022636, 0.023334, 0.022829, 0.021158, 0.021926, 0.021865, 0.024362, 0.024839, 0.017486, 0.017941, 0.020267, 0.020267, 0.024327, 0.022544, 
                    0.02351, 0.020443, 0.030251, 0.025179, 0.02389, 0.023946, 0.022758, 0.021841, 0.021642, 0.020579, 0.020835, 0.020171, 0.022589, 0.021351, 0.023739, 0.023269, 0.023436, 0.027416, 0.019346, 0.02222, 0.019233, 0.017149, 0.024532, 0.024388, 0.020975, 0.020545, 0.024897, 0.025089, 0.024124, 0.021698, 0.024389, 0.017625, 0.019092, 0.021023, 0.023836, 0.024186, 0.01712, 0.031884, 0.022101, 0.020927, 0.019615, 0.020833, 0.024291, 0.027211, 0.02184, 0.019685, 0.022916, 0.025067, 0.022005, 0.021808, 0.022265, 0.02402, 0.029323, 0.01937, 0.019229, 0.027291, 0.021783, 0.019933, 0.023686, 0.026263, 0.024297, 0.021065, 0.021537, 0.020237, 0.021855, 0.018345, 0.020365, 0.020422, 0.024531, 0.025414, 0.023758, 0.020813)
  
  MeanDNE.Concave<-c(0.009558, 0.014469, 0.01475, 0.015024, 0.016665, 0.010862, 0.018665, 0.009581, 0.029816, 0.017894, 0.010692, 0.02022, 0.012492, 0.016392, 0.018468, 0.010812, 0.01316, 0.011033, 0.015437, 0.010883, 0.015469, 0.031396, 0.030798, 0.014084, 0.014466, 0.029079, 0.031712, 0.013901, 0.030863, 0.016253, 0.03168, 0.018356, 0.014389, 0.035, 0.016187, 0.01604, 0.014836, 0.021849, 0.010968, 0.018392, 0.017376, 0.01459, 0.019632, 0.032113, 0.018047, 0.014361, 0.01504, 0.015574, 0.031682, 0.015908, 0.019221, 0.025056, 0.026699, 0.015651, 0.014556, 0.031686, 0.017743, 0.031266, 0.02117, 0.015202, 0.023128, 0.020907, 0.018743, 0.031797, 0.019966, 0.017999, 0.01339, 0.011434, 0.012233, 0.013084, 0.031304, 0.015654, 0.025034, 0.024963, 0.022598, 0.015646, 0.030255, 0.01643, 0.015504, 0.017843, 0.033992, 0.027306, 0.017581, 0.020739, 0.016042, 0.01873, 0.022897, 0.015736, 0.01711, 0.029347, 0.018576, 0.013745, 0.011386, 0.020547, 0.01592, 0.015813, 0.027611, 0.018876, 0.012528, 0.024508, 0.024368, 0.028014, 0.029177, 0.015078, 0.021756, 0.02551, 0.015513, 0.021723, 0.018781, 0.017335, 0.020975, 0.023775, 0.015879, 0.021382, 0.032318, 0.026206, 0.016036, 0.02574, 0.030506, 0.027857, 
                     0.03171, 0.015798, 0.015856, 0.010027, 0.020092, 0.030538, 0.023923, 0.027481, 0.036156, 0.021814, 0.015906, 0.031874, 0.016652, 0.017756, 0.017445, 0.020893, 0.025357, 0.029769, 0.015128, 0.022697, 0.018882, 0.028574, 0.010928, 0.014176, 0.020603, 0.032297, 0.020431, 0.027911, 0.031823, 0.029327, 0.026218, 0.031605, 0.01472, 0.023425, 0.017219, 0.015755, 0.018405, 0.018113, 0.01889, 0.02586, 0.014323, 0.021688, 0.039702, 0.015827, 0.025279, 0.021598, 0.027355, 0.022568, 0.016153, 0.03575, 0.010308, 0.027637, 0.022289, 0.035858, 0.03058, 0.027073, 0.018814, 0.020545, 0.030413, 0.023885, 0.034892, 0.02868, 0.026799, 0.027343, 0.014409, 0.029948, 0.022641, 0.015362, 0.028544, 0.01303, 0.024564, 0.02875, 0.015739, 0.015538, 0.022536, 0.019176, 0.017346, 0.021636, 0.024155, 0.027402, 0.013177, 0.013543, 0.030507, 0.020967, 0.020662, 0.015446, 0.023384, 0.02611, 0.029183, 0.014826, 0.017777, 0.023681, 0.032933, 0.017322, 0.030934, 0.02054, 0.030972, 0.014946, 0.014871, 0.017622, 0.020527, 0.034029, 0.014564, 0.017113, 0.021872, 0.025065, 0.0375, 0.027116, 0.015832, 0.030449, 0.035886, 0.020192, 0.02928, 0.016657, 0.021675, 0.029746, 0.021843, 0.021395, 0.022162, 
                     0.017725, 0.024807, 0.020627, 0.019548, 0.029007, 0.032876, 0.012399, 0.020159, 0.032939, 0.027969, 0.02226, 0.018475, 0.033232, 0.03212, 0.025741, 0.032368, 0.024075, 0.027836, 0.037141, 0.023558, 0.034013, 0.014666, 0.031272, 0.034946, 0.01859, 0.032033, 0.026405, 0.017475, 0.016963, 0.030631, 0.030596, 0.023198, 0.030508, 0.030079, 0.025436, 0.023187, 0.027078, 0.029754, 0.031936, 0.036209, 0.021646, 0.021534, 0.02768, 0.026036, 0.028084, 0.025759, 0.03004, 0.02593, 0.017959, 0.018619, 0.027896, 0.031699, 0.019242, 0.021634, 0.014544, 0.023628, 0.023334, 0.026873, 0.034155, 0.033281, 0.025032, 0.024926, 0.021543, 0.027891, 0.018501, 0.023598, 0.029344, 0.024859, 0.027961, 0.025125, 0.027326, 0.025645, 0.025971, 
                     0.021945, 0.026443, 0.023995, 0.027348, 0.017704, 0.022555, 0.025098, 0.025109, 0.021627, 0.015909, 0.017114, 0.024947, 0.013715, 0.020712, 0.031789, 0.021312, 0.027509, 0.016606, 0.024839, 0.028261, 0.028734, 0.02346, 0.026178, 0.026346, 0.021383, 0.02654, 0.022616, 0.028688, 0.027431, 0.026686, 0.024107, 0.021431, 0.019737, 0.024944, 0.027685, 0.028478, 0.023141, 0.022771, 0.026703, 0.025847, 0.027122, 0.027797, 0.024109, 0.026628, 0.026118, 0.031641, 0.02788, 0.017235, 0.029491, 0.017783, 0.028204, 0.030182, 0.020694, 0.021627, 0.017274, 0.01627, 0.016083, 0.018091, 0.022839, 0.014887, 0.019933, 0.025695, 0.022456, 0.016417, 0.021768, 0.019969, 0.021045, 0.020309, 0.020237, 0.01665, 0.016872, 0.013115, 0.019236, 0.016992, 0.021794, 0.024821, 0.023724, 0.023721, 0.017227, 0.021099, 0.017369, 0.019395, 0.016067, 0.020852, 0.048035, 0.03874, 0.026203, 0.021787, 0.013861, 0.024213, 0.025366, 0.01479, 0.014233, 0.025344, 0.025776, 0.0265, 0.022316, 0.026292, 0.016635, 0.018799, 0.029503, 0.029372, 0.016299, 0.02126, 0.026772, 0.017138, 0.025458, 0.021836, 0.020931, 0.017785, 0.016035, 0.024656, 0.012886, 0.021242, 0.022415, 0.02014, 0.016118, 0.015912, 0.01614, 0.02192, 0.028225, 0.018624, 0.018271, 0.021065, 0.019549, 0.016049, 
                     0.017222, 0.020642, 0.022231, 0.018579, 0.022992, 0.023375, 0.022381, 0.023237, 0.022608, 0.025921, 0.023171, 0.014993, 0.020651, 0.020178, 0.021482, 0.032251, 0.02942, 0.022939, 0.028375, 0.025192, 0.028396, 0.017232, 0.025483, 0.022931, 0.023353, 0.025957, 0.020975, 0.024005, 0.023704, 0.019439, 0.023861, 0.022793, 0.020888, 0.026088, 0.021818, 0.019123, 0.028367, 0.027517, 0.020978, 0.027017, 0.02376, 0.017653, 0.023416, 0.018183, 0.014574, 0.026729, 0.023783, 0.018566, 0.02361, 0.023518, 0.021023, 0.019387, 0.025445, 0.030397, 0.019874, 0.027685, 0.024544, 0.034442, 0.021447, 0.023754, 0.021348, 0.015734, 0.026496, 0.026071, 0.026868, 0.028163, 0.01541, 0.018625, 0.024352, 0.017772, 0.021634, 0.023289, 0.030814, 0.017153, 0.023838, 0.025926, 0.020519, 0.027623, 0.03049, 0.028115, 0.023983, 0.025158, 0.02496, 0.025959, 0.024548, 0.022577, 0.032536, 0.019949, 0.024286, 0.028797, 0.028209, 0.02784, 0.026786, 0.022108, 0.026651, 0.026012, 0.018238, 0.017226, 0.025326, 0.026781, 0.027252, 0.024812, 0.022071, 0.02496, 0.025536, 0.028188, 0.018852, 0.024126, 0.029794, 0.026308, 0.024216, 0.023836, 0.024059, 0.021503, 0.02356, 0.02754, 
                     0.024179, 0.025041, 0.024257, 0.023555, 0.027453, 0.023626, 0.027631, 0.021619, 0.018673, 0.016926, 0.017306, 0.023617, 0.017245, 0.030744, 0.028764, 0.025512, 0.017764, 0.019419, 0.019622, 0.019805, 0.024086, 0.027237, 0.020074, 0.029144, 0.020605, 0.023966, 0.015814, 0.018642, 0.028682, 0.026067, 0.02545, 0.021382, 0.026354, 0.01988, 0.01799, 0.023182, 0.025824, 0.024125, 0.023677, 0.024887, 0.01795, 0.025816, 0.028903, 0.020728, 0.017217, 0.019334, 0.01971, 0.021812, 0.027571, 0.023829, 0.028069, 0.030122, 0.025126, 0.020353, 0.022336, 0.017904, 0.021938, 0.02978, 0.029173, 0.018005, 0.029163, 0.024717, 0.025536, 0.022391, 0.024165, 0.02801, 0.025427, 0.017567, 0.030501, 0.027419, 0.025592, 0.025321, 0.024445, 0.02049, 0.025384, 0.020901, 0.029677, 0.025108, 0.023525, 0.026507, 0.021674, 0.022689, 0.016497, 0.023732, 0.020661, 0.027914, 0.02456, 0.022025, 0.021988, 0.025928, 0.019705, 0.019732, 
                     0.023685, 0.020631, 0.022553, 0.021679, 0.022086, 0.021997, 0.024091, 0.031271, 0.020547, 0.027111, 0.029601, 0.024821, 0.024437, 0.017062, 0.026925, 0.021779, 0.021954, 0.027691, 0.021042, 0.018314, 0.020988, 0.020561, 0.024113, 0.015236, 0.026193, 0.026905, 0.019916, 0.01939, 0.023143, 0.015647, 0.019839, 0.023501, 0.023738, 0.026286, 0.023342, 0.019833, 0.019477, 0.023483, 0.017204, 0.02204, 0.020768, 0.01909, 0.025456, 0.026585, 0.02294, 0.019565, 0.025958, 0.019164, 0.02485, 0.027158, 0.014377, 0.018583, 0.01529, 0.021472, 0.027153, 0.023879, 0.024431, 0.027488, 0.015456, 0.023196, 0.027347, 0.024056, 0.01931, 0.015117, 0.015568, 0.018388, 0.025695, 0.026929, 0.021182, 0.017285, 0.01605, 0.015986, 0.020637, 0.015931, 0.017933, 0.02206, 0.017007, 0.015266, 0.017348, 0.024815, 0.029011, 0.01943, 0.022098, 0.022554, 0.017526, 0.018002, 0.030225, 0.028114, 0.022389, 0.017002, 0.021045, 0.020637, 0.02093, 0.024328, 0.026224, 0.016332, 0.016827, 0.02901, 0.025137, 0.026206, 0.028638, 0.029024, 0.025054, 0.022523, 0.023345, 0.02099, 0.023666, 0.024407, 0.015859, 0.01539, 0.021739, 0.018469, 0.015041, 0.02305, 0.024606, 0.027599, 0.024127, 0.028183, 0.024517, 0.021306, 0.017744, 0.020459, 0.02561, 0.02522, 0.024214, 0.020596, 0.028549, 0.030401, 0.037273, 0.025326, 0.028364, 0.020901, 0.018887, 0.017874, 0.029942, 0.029858, 0.033679, 
                     0.028551, 0.019928, 0.029252, 0.021611, 0.018551, 0.016641, 0.031656, 0.016528, 0.01583, 0.022673, 0.02265, 0.024381, 0.021549, 0.027797, 0.026881, 0.020071, 0.017475, 0.016156, 0.02057, 0.018724, 0.018404, 0.027254, 0.027445, 0.019864, 0.028176, 0.022811, 0.021736, 0.026996, 0.022383, 0.025652, 0.023743, 0.034555, 0.018234, 0.01841, 0.024627, 0.026429, 0.027358, 0.028097, 0.017743, 0.022961, 0.027874, 0.032592, 0.024653, 0.029218, 0.03129, 0.024316, 0.022178, 0.02199, 0.021947, 0.023876, 0.027464, 0.025387, 0.031395, 0.023755, 0.027658, 0.034253, 0.017686, 0.018626, 0.025762, 0.02314, 0.031985, 0.025312, 0.023323, 0.027179, 0.031141, 0.023259, 0.023252, 0.031999, 0.019558, 0.028906, 0.033214, 0.03051, 0.0255, 0.027471, 0.032009, 0.025943, 0.023196, 0.029183, 0.025247, 0.018027, 0.030001, 0.024563, 0.029196, 0.020789, 0.026293, 0.027508, 0.026902, 0.023211, 0.02544, 0.025154, 0.02904, 0.02967, 0.017052, 0.017282, 0.021929, 0.021924, 0.028986, 0.026163, 0.027641, 0.022232, 0.039424, 0.03036, 0.028164, 0.028225, 
                     0.026695, 0.025099, 0.024239, 0.022533, 0.023078, 0.021761, 0.02622, 0.023432, 0.027967, 0.027467, 0.027546, 0.033426, 0.020351, 0.025837, 0.019967, 0.015782, 0.029326, 0.029111, 0.023136, 0.022456, 0.029787, 0.030275, 0.028628, 0.024468, 0.029138, 0.017166, 0.019804, 0.023156, 0.028071, 0.02866, 0.015695, 0.043528, 0.0256, 0.023126, 0.020792, 0.023066, 0.028817, 0.032796, 0.025055, 0.021059, 0.027107, 0.030243, 0.025524, 0.024915, 0.025904, 0.028386, 0.036228, 0.02049, 0.019967, 0.033052, 0.024839, 0.021383, 0.027874, 0.031521, 0.028829, 0.023194, 0.023773, 0.021848, 0.025125, 0.018328, 0.022079, 0.032005, 0.02727, 0.03591, 0.028021, 0.02302)
  
  
  Proportion.DNEunder0.0001<-c(0.007312, 0.007071, 0.006987, 0.007134, 0.003998, 0.008959, 0.007063, 0.009721, 0.004059, 0.009776, 0.006349, 0.004192, 0.009156, 0.006472, 0.005414, 0.007642, 0.006306, 0.007226, 0.007878, 0.009168, 0.004605, 0.002937, 0.003769, 0.009073, 0.008455, 0.005333, 0.003758, 0.008038, 0.004357, 0.003502, 0.00272, 0.005, 0.006904, 0.003094, 0.004496, 0.003653, 0.00777, 0.004298, 0.007964, 0.004242, 0.005918, 0.007306, 0.005093, 0.00352, 0.004923, 0.007284, 0.007787, 0.007364, 0.004275, 0.006818, 0.004955, 0.002988, 0.002916, 0.007211, 0.005773, 0.00427, 0.003449, 0.003512, 0.007053, 0.005416, 0.007179, 0.004852, 0.006927, 0.007059, 0.005193, 0.005497, 0.008392, 0.005258, 0.004913, 0.004224, 0.005877, 0.003985, 0.003552, 0.005133, 0.006837, 0.007322, 0.006782, 0.004631, 0.003273, 0.006032, 0.005043, 0.006413, 0.005919, 0.007333, 0.006981, 0.003849, 0.006412, 0.005317, 0.006914, 0.003561, 0.003855, 0.005775, 0.006678, 0.003741, 0.00477, 0.006973, 0.002737, 0.00277, 0.007097, 0.00624, 0.004036, 0.002989, 0.003148, 0.00762, 0.006432, 
                               0.00434, 0.007154, 0.003787, 0.005642, 0.008848, 0.004645, 0.001471, 0.008131, 0.006807, 0.003792, 0.004365, 0.003503, 0.003216, 0.005355, 0.007438, 0.001995, 0.003204, 0.006058, 0.006332, 0.005293, 0.002944, 0.004328, 0.004224, 0.002437, 0.005006, 0.006254, 0.003581, 0.005916, 0.008929, 0.008031, 0.005203, 0.004872, 0.003749, 0.005239, 0.006129, 0.003689, 0.004607, 0.007597, 0.008322, 0.005619, 0.005966, 0.001817, 0.004797, 0.004002, 0.005884, 0.005415, 0.006053, 0.00537, 0.002478, 0.008685, 0.004339, 0.002419, 0.006594, 0.002912, 0.005722, 0.004789, 0.007821, 0.002073, 0.00419, 0.00547, 0.005634, 0.004125, 0.003578, 0.00521, 0.003302, 0.004879, 0.004704, 0.004695, 0.003582, 0.004729, 0.003414, 0.004903, 0.006096, 0.003824, 0.006501, 0.004757, 0.00295, 0.005946, 0.005527, 0.003011, 0.003916, 0.007324, 0.004872, 0.003703, 0.007017, 0.003085, 0.003807, 0.003546, 0.003787, 0.003232, 0.008893, 0.004832, 0.006397, 0.005368, 0.00303, 0.007223, 0.005211, 0.005914, 0.004043, 0.005146, 0.005846, 0.006111, 0.005609, 0.004349, 0.00352, 0.003035, 0.005061, 0.003942, 0.005073, 0.00149, 0.004862, 0.005584, 0.005099, 0.002331, 0.004059, 0.005063, 0.004512, 0.007008, 0.004157, 0.005123, 0.002189, 0.004149, 0.002582, 
                               0.003113, 0.003432, 0.00288, 0.00456, 0.002949, 0.006759, 0.003513, 0.003148, 0.005064, 0.005396, 0.006356, 0.004169, 0.004895, 0.005038, 0.003164, 0.002865, 0.003354, 0.009951, 0.003169, 0.00312, 0.00493, 0.005748, 0.003135, 0.002699, 0.002488, 0.003892, 0.004799, 0.004435, 0.004818, 0.005108, 0.003144, 0.002984, 0.006253, 0.003014, 0.003432, 0.003054, 0.004318, 0.002529, 0.004994, 0.006085, 0.004442, 0.004677, 0.004647, 0.004653, 0.00462, 0.004405, 0.004416, 0.004653, 0.005466, 0.002974, 0.003259, 0.005838, 0.004712, 0.004508, 0.004278, 0.004548, 0.004619, 0.004793, 0.004203, 0.004839, 0.006369, 0.004044, 0.004481, 0.005862, 0.005745, 0.006344, 0.004124, 0.003781, 0.00459, 0.003958, 0.003635, 
                               0.004878, 0.004542, 0.004673, 0.004378, 0.004523, 0.004621, 0.004562, 0.004277, 0.004445, 0.004976, 0.004169, 0.004776, 0.004501, 0.007008, 0.004252, 0.004732, 0.004363, 0.004574, 0.004555, 0.004653, 0.005018, 0.005417, 0.005709, 0.005151, 0.005084, 0.006128, 0.005838, 0.003573, 0.004001, 0.00433, 0.00591, 0.00572, 0.004061, 0.003725, 0.003989, 0.0052, 0.003816, 0.005638, 0.004119, 0.005035, 0.005168, 0.004606, 0.004442, 0.004915, 0.004252, 0.004806, 0.002444, 0.004472, 0.004003, 0.004789, 0.004311, 0.005011, 0.005327, 0.004412, 0.004488, 0.005403, 0.004504, 0.004612, 0.003519, 0.003944, 0.005428, 0.005063, 0.005362, 0.004187, 0.0041, 0.005199, 0.005102, 0.005782, 0.005534, 0.00508, 0.005385, 0.004328, 0.005749, 0.004137, 0.005149, 0.005174, 0.004992, 0.00555, 0.00614, 0.005734, 0.004044, 0.00504, 0.006257, 0.00619, 0.005654, 0.006208, 0.006591, 0.004194, 0.004538, 0.004424, 0.004424, 0.004856, 0.004677, 0.005137, 0.005631, 0.004818, 0.005934, 0.002784, 0.00268, 0.004669, 0.005972, 0.006778, 0.004334, 0.004303, 0.005997, 0.006317, 
                               0.004303, 0.005923, 0.004969, 0.005179, 0.004192, 0.005061, 0.005871, 0.004743, 0.004016, 0.005472, 0.005383, 0.0052, 0.006178, 0.00441, 0.004286, 0.005323, 0.004805, 0.006411, 0.006105, 0.008081, 0.004697, 0.004603, 0.005163, 0.005367, 0.005407, 0.006493, 0.005782, 0.007231, 0.005926, 0.006646, 0.005789, 0.005084, 0.006383, 0.005507, 0.005491, 0.005404, 0.00585, 0.004564, 0.004762, 0.00483, 0.004318, 0.004671, 0.004982, 0.006092, 0.005904, 0.005722, 0.004154, 0.004098, 0.004358, 0.004737, 0.004076, 0.003618, 0.004446, 0.004001, 0.005505, 0.005368, 0.005076, 0.005448, 0.005155, 0.005084, 0.004334, 0.004394, 0.004496, 0.004171, 0.00587, 0.005488, 0.004783, 0.004514, 0.006333, 0.004324, 0.004945, 0.00449, 0.004166, 0.005149, 0.00529, 0.005117, 0.005968, 0.005386, 0.004409, 0.004697, 0.005298, 0.004229, 0.004308, 0.005174, 0.004612, 0.004149, 0.004685, 0.00488, 
                               0.005177, 0.004204, 0.003112, 0.004618, 0.005787, 0.00537, 0.006069, 0.004342, 0.003993, 0.00435, 0.003438, 0.00505, 0.006296, 0.004922, 0.005695, 0.005927, 0.00441, 0.003855, 0.005532, 0.005183, 0.004654, 0.00431, 0.005721, 0.004536, 0.004627, 0.00368, 0.004539, 0.004336, 0.005735, 0.004336, 0.004083, 0.00419, 0.003746, 0.004414, 0.004999, 0.00463, 0.00418, 0.005164, 0.003784, 0.004248, 0.00387, 0.005888, 0.004964, 0.004098, 0.004826, 0.004456, 0.004936, 0.005291, 0.004559, 0.004399, 0.004511, 0.00521, 0.004762, 0.00473, 0.004438, 0.005104, 0.004976, 0.005049, 0.004736, 0.004149, 0.005196, 0.005741, 0.004369, 0.004607, 0.005644, 0.004086, 0.003866, 0.004083, 0.004922, 0.004197, 0.006329, 0.006357, 0.006746, 0.005743, 0.004613, 0.00479, 0.004201, 0.004637, 0.005312, 0.004894, 0.005608, 0.005234, 0.005149, 
                               0.004854, 0.005337, 0.004752, 0.005111, 0.005307, 0.004969, 0.004703, 0.004536, 0.004406, 0.004397, 0.004451, 0.005397, 0.005916, 0.003885, 0.005021, 0.005089, 0.004648, 0.00428, 0.005551, 0.004658, 0.004615, 0.005914, 0.005478, 0.005127, 0.004586, 0.005383, 0.005784, 0.005535, 0.004464, 0.004676, 0.005085, 0.004578, 0.004449, 0.005733, 0.006396, 0.004921, 0.004734, 0.00562, 0.00475, 0.004348, 0.004183, 0.004912, 0.005791, 0.004397, 0.005063, 0.006118, 0.004683, 0.004274, 0.004999, 0.005222, 0.006078, 0.004492, 0.004851, 0.004804, 0.004536, 0.004958, 0.004725, 0.004689, 0.005242, 0.005359, 0.003977, 0.005669, 0.005496, 0.004101, 0.004664, 0.005812, 0.005865, 0.004211, 0.005028, 0.004477, 0.005092, 0.00579, 0.004817, 0.00519, 0.005335, 0.00533, 0.004669, 0.004482, 0.00629, 0.004957, 0.004364, 0.005245, 0.004936, 0.00563, 0.004392, 0.006263, 0.005076, 0.005683, 0.005038, 0.00548, 0.005282, 0.005352, 0.005092, 0.005373, 0.00483, 0.004392, 0.004643, 
                               0.004461, 0.005632, 0.00427, 0.004758, 0.004856, 0.004463, 0.004991, 0.004692, 0.00531, 0.005433, 0.005173, 0.005035, 0.005311, 0.005767, 0.005006, 0.005221, 0.005649, 0.005057, 0.004381, 0.005122, 0.004969, 0.005081, 0.005256, 0.005148, 0.006361, 0.00565, 0.005412, 0.005083, 0.005506, 0.005286, 0.004638, 0.005346, 0.004091, 0.005575, 0.00549, 0.005821, 0.006071, 0.0055, 0.005296, 0.004754, 0.004783, 0.00521, 0.005815, 0.00702, 0.006103, 0.005912, 0.005135, 0.005579, 0.005369, 0.005607, 0.005421, 0.005469, 0.00459, 0.004203, 0.004818, 0.004633, 0.00527, 0.00551, 0.005169, 0.004574, 0.004917, 0.005744, 0.006066, 0.005861, 0.00583, 0.00595, 0.005079, 0.00438, 0.005797, 0.005888, 0.004884, 0.004937, 0.004016, 0.005037, 0.004503, 0.004789, 0.004758, 0.003748, 0.005508, 0.005595, 0.005588, 0.005721, 0.003793, 0.005145, 0.005292, 0.006043, 0.004709, 0.004701, 0.004783, 0.004039, 0.003833, 0.006423, 0.00464, 0.004419, 0.00582, 0.004525, 0.005016, 0.004661, 0.005948, 0.004811, 0.003402, 0.002331, 0.003748, 0.003813, 0.005829, 0.005889, 0.005888, 0.004118, 0.003047, 0.004197, 0.003735, 0.004982, 0.004845, 0.006071, 0.004067, 0.005666, 
                               0.004362, 0.006113, 0.008853, 0.005092, 0.00395, 0.005708, 0.005574, 0.004406, 0.004483, 0.005076, 0.005269, 0.006297, 0.005743, 0.005863, 0.005106, 0.002613, 0.004584, 0.004882, 0.004004, 0.003993, 0.005864, 0.00292, 0.00328, 0.005286, 0.005281, 0.003282, 0.004738, 0.007106, 0.004982, 0.004675, 0.004029, 0.003828, 0.00464, 0.003913, 0.004266, 0.004583, 0.004667, 0.004355, 0.004787, 0.004985, 0.004575, 0.005241, 0.004976, 0.005007, 0.004707, 0.004765, 0.004706, 0.003706, 0.004015, 0.003282, 0.005374, 0.005214, 0.004548, 0.004002, 0.003585, 0.005818, 0.005101, 0.004046, 0.00383, 0.004615, 0.004615, 0.003309, 0.005667, 0.003686, 0.005036, 0.004314, 0.004755, 0.004193, 0.003546, 0.004378, 0.0041, 0.005488, 0.004657, 0.00474, 0.004367, 0.005109, 0.004215, 0.004889, 0.00387, 0.004161, 0.004986, 0.004673, 0.003892, 0.004074, 0.004371, 0.004339, 0.005412, 0.005014, 0.004662, 0.004662, 
                               0.004601, 0.004089, 0.004893, 0.004883, 0.003074, 0.003862, 0.004283, 0.004465, 0.004896, 0.004688, 0.00379, 0.004044, 0.005548, 0.004259, 0.004933, 0.004916, 0.003939, 0.003609, 0.004182, 0.003885, 0.004581, 0.004654, 0.00504, 0.005039, 0.004058, 0.003973, 0.005164, 0.004933, 0.002033, 0.004167, 0.004722, 0.004625, 0.004378, 0.005895, 0.005618, 0.003822, 0.003395, 0.005132, 0.00413, 0.003124, 0.005524, 0.004827, 0.004793, 0.004691, 0.002739, 0.004579, 0.004399, 0.004636, 0.005497, 0.004131, 0.004336, 0.00464, 0.004565, 0.004574, 0.003571, 0.006085, 0.005476, 0.003259, 0.00466, 0.005418, 0.00404, 0.003647, 0.004677, 0.004731, 0.004915, 0.004651, 0.00497, 0.004926, 0.004964, 0.00336, 0.003772, 0.002747, 0.004188, 0.004484)
  
  
  Population<-c("Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", 
                "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", 
                "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", 
                "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "Southeast Asian", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", 
                "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", 
                "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", 
                "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", 
                "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", 
                "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", 
                "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "European", "Southeast Asian", "Southeast Asian", "Southeast Asian", "European", "European")
  
  M_PCR_Train <- data.frame(Age,MeanDNE.Apex,MedianDNE.Apex,MeanDNE.Convex,MeanDNE.Concave,Proportion.DNEunder0.0001,Population)
  M_PCR_Train
}

#' @examples 
#' M_PCR_Train