Make false positive rate (FPR) design matrix for dates with R format.

s_date_FPR creates design matrices for FPR regressions;

Usage

s_date_FPR(Rdate, Y, basis = "ps", dof = 10, ...)

Arguments

Rdate

a vector of dates of R format

Y

Binary case/control status; 1 for case; 0 for controls

basis

"ps" for penalized-splines based on B-spline basis functions

dof

Degree-of-freedom for the bases.For "ps" basis, the number of columns is dof if intercept=TRUE; dof-1 if FALSE.

...

Other arguments as in splines::bs()

Value

Design matrix for FPR regression, with cases' rows on top of controls'.

See also

nplcm()

Examples

data(data_nplcm_reg_nest)
s_date_FPR(data_nplcm_reg_nest$X$DATE,data_nplcm_reg_nest$Y,basis='ps',dof=7)
#>                 [,1]         [,2]         [,3]         [,4]         [,5]
#>    [1,] 4.803552e-01 7.767826e-02 2.553131e-03 0.000000e+00 0.000000e+00
#>    [2,] 0.000000e+00 1.203622e-01 6.579409e-01 2.212003e-01 4.965808e-04
#>    [3,] 1.031005e-01 5.825159e-01 3.126677e-01 1.715831e-03 0.000000e+00
#>    [4,] 2.327951e-01 5.905581e-01 1.766428e-01 0.000000e+00 0.000000e+00
#>    [5,] 0.000000e+00 8.270869e-03 3.870724e-01 5.344086e-01 7.024812e-02
#>    [6,] 4.032612e-03 3.279281e-01 6.071748e-01 6.086447e-02 0.000000e+00
#>    [7,] 7.281539e-02 9.968252e-04 2.977846e-06 0.000000e+00 0.000000e+00
#>    [8,] 1.958766e-01 5.989126e-01 2.052017e-01 9.133366e-06 0.000000e+00
#>    [9,] 0.000000e+00 0.000000e+00 3.588807e-02 3.399150e-01 5.644189e-01
#>   [10,] 0.000000e+00 2.074323e-06 1.707125e-01 5.800212e-01 2.492642e-01
#>   [11,] 5.827662e-01 2.557909e-01 2.042505e-02 0.000000e+00 0.000000e+00
#>   [12,] 3.712765e-02 2.512081e-04 3.722307e-07 0.000000e+00 0.000000e+00
#>   [13,] 2.730709e-05 2.037131e-01 6.656465e-01 1.306131e-01 0.000000e+00
#>   [14,] 0.000000e+00 0.000000e+00 9.255974e-04 4.183711e-02 4.057297e-01
#>   [15,] 5.803752e-05 2.112883e-01 6.638233e-01 1.248303e-01 0.000000e+00
#>   [16,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#>   [17,] 1.474368e-02 4.144469e-01 5.388498e-01 3.195966e-02 0.000000e+00
#>   [18,] 0.000000e+00 0.000000e+00 1.572496e-01 5.731477e-01 2.696026e-01
#>   [19,] 5.464306e-01 1.269777e-01 5.816105e-03 0.000000e+00 0.000000e+00
#>   [20,] 4.261055e-01 4.791611e-01 8.040184e-02 0.000000e+00 0.000000e+00
#>   [21,] 0.000000e+00 1.002773e-01 6.447746e-01 2.535231e-01 1.425018e-03
#>   [22,] 1.474368e-02 4.144469e-01 5.388498e-01 3.195966e-02 0.000000e+00
#>   [23,] 5.656760e-01 3.090259e-01 2.959495e-02 0.000000e+00 0.000000e+00
#>   [24,] 0.000000e+00 2.551326e-03 3.069215e-01 5.745729e-01 1.159543e-01
#>   [25,] 0.000000e+00 1.624152e-02 4.488973e-01 4.903995e-01 4.446168e-02
#>   [26,] 5.606017e-01 3.196908e-01 3.170810e-02 0.000000e+00 0.000000e+00
#>   [27,] 0.000000e+00 3.468497e-02 5.312199e-01 4.142127e-01 1.988242e-02
#>   [28,] 1.567013e-03 2.846695e-01 6.334977e-01 8.026577e-02 0.000000e+00
#>   [29,] 1.210807e-01 5.915917e-01 2.864173e-01 9.102555e-04 0.000000e+00
#>   [30,] 0.000000e+00 5.185051e-03 3.512819e-01 5.548418e-01 8.869119e-02
#>   [31,] 5.242507e-02 5.275517e-01 4.116169e-01 8.406285e-03 0.000000e+00
#>   [32,] 5.606017e-01 3.196908e-01 3.170810e-02 0.000000e+00 0.000000e+00
#>   [33,] 1.554932e-01 5.999586e-01 2.443438e-01 2.044268e-04 0.000000e+00
#>   [34,] 1.567013e-03 2.846695e-01 6.334977e-01 8.026577e-02 0.000000e+00
#>   [35,] 1.275084e-01 5.939648e-01 2.778144e-01 7.124368e-04 0.000000e+00
#>   [36,] 1.088805e-01 5.858584e-01 3.038517e-01 1.409317e-03 0.000000e+00
#>   [37,] 5.718709e-01 1.641270e-01 9.078336e-03 0.000000e+00 0.000000e+00
#>   [38,] 0.000000e+00 2.074323e-06 1.707125e-01 5.800212e-01 2.492642e-01
#>   [39,] 0.000000e+00 0.000000e+00 2.069850e-03 6.885974e-02 4.818895e-01
#>   [40,] 3.829156e-01 5.123809e-01 9.757806e-02 0.000000e+00 0.000000e+00
#>   [41,] 0.000000e+00 0.000000e+00 2.903646e-02 3.068528e-01 5.831943e-01
#>   [42,] 1.474368e-02 4.144469e-01 5.388498e-01 3.195966e-02 0.000000e+00
#>   [43,] 0.000000e+00 0.000000e+00 5.824059e-03 1.278808e-01 5.684583e-01
#>   [44,] 1.990687e-02 4.393622e-01 5.151775e-01 2.555335e-02 0.000000e+00
#>   [45,] 0.000000e+00 7.408556e-03 3.781279e-01 5.398714e-01 7.459217e-02
#>   [46,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#>   [47,] 0.000000e+00 0.000000e+00 3.370405e-06 1.092394e-03 7.967161e-02
#>   [48,] 5.827662e-01 2.557909e-01 2.042505e-02 0.000000e+00 0.000000e+00
#>   [49,] 5.464306e-01 1.269777e-01 5.816105e-03 0.000000e+00 0.000000e+00
#>   [50,] 5.803752e-05 2.112883e-01 6.638233e-01 1.248303e-01 0.000000e+00
#>   [51,] 5.718709e-01 1.641270e-01 9.078336e-03 0.000000e+00 0.000000e+00
#>   [52,] 0.000000e+00 0.000000e+00 5.824059e-03 1.278808e-01 5.684583e-01
#>   [53,] 3.097062e-02 4.787536e-01 4.733926e-01 1.688317e-02 0.000000e+00
#>   [54,] 1.088805e-01 5.858584e-01 3.038517e-01 1.409317e-03 0.000000e+00
#>   [55,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#>   [56,] 0.000000e+00 1.257709e-01 6.605072e-01 2.133662e-01 3.556935e-04
#>   [57,] 1.630769e-01 6.005380e-01 2.362500e-01 1.350654e-04 0.000000e+00
#>   [58,] 3.967017e-01 4.413614e-02 1.021401e-03 0.000000e+00 0.000000e+00
#>   [59,] 0.000000e+00 2.981697e-03 3.157222e-01 5.711871e-01 1.101090e-01
#>   [60,] 0.000000e+00 0.000000e+00 3.370405e-03 9.252124e-02 5.258876e-01
#>   [61,] 0.000000e+00 0.000000e+00 1.507881e-01 5.690426e-01 2.801641e-01
#>   [62,] 5.612435e-02 5.337639e-01 4.026134e-01 7.498329e-03 0.000000e+00
#>   [63,] 4.569802e-01 4.519547e-01 6.893453e-02 0.000000e+00 0.000000e+00
#>   [64,] 0.000000e+00 0.000000e+00 1.104414e-01 5.289436e-01 3.591261e-01
#>   [65,] 7.254690e-03 3.628556e-01 5.820760e-01 4.781376e-02 0.000000e+00
#>   [66,] 0.000000e+00 1.313393e-01 6.627691e-01 2.056472e-01 2.443447e-04
#>   [67,] 0.000000e+00 4.148041e-05 1.921660e-01 5.870769e-01 2.207157e-01
#>   [68,] 0.000000e+00 1.490257e-01 6.676583e-01 1.832632e-01 5.277845e-05
#>   [69,] 5.606017e-01 3.196908e-01 3.170810e-02 0.000000e+00 0.000000e+00
#>   [70,] 4.803552e-01 7.767826e-02 2.553131e-03 0.000000e+00 0.000000e+00
#>   [71,] 5.203965e-01 3.827965e-01 4.652884e-02 0.000000e+00 0.000000e+00
#>   [72,] 3.938644e-01 5.044394e-01 9.307518e-02 0.000000e+00 0.000000e+00
#>   [73,] 0.000000e+00 0.000000e+00 1.384010e-01 5.595451e-01 3.019628e-01
#>   [74,] 3.091002e-01 2.331917e-02 3.722307e-04 0.000000e+00 0.000000e+00
#>   [75,] 3.386939e-01 5.414042e-01 1.170413e-01 0.000000e+00 0.000000e+00
#>   [76,] 1.070850e-01 2.224840e-03 1.005023e-05 0.000000e+00 0.000000e+00
#>   [77,] 5.283021e-01 1.095918e-01 4.528931e-03 0.000000e+00 0.000000e+00
#>   [78,] 0.000000e+00 5.681063e-02 5.877472e-01 3.469246e-01 8.517603e-03
#>   [79,] 5.063352e-01 9.312667e-02 3.447229e-03 0.000000e+00 0.000000e+00
#>   [80,] 0.000000e+00 1.359553e-02 4.314443e-01 5.039216e-01 5.103865e-02
#>   [81,] 0.000000e+00 0.000000e+00 5.266257e-05 6.653315e-03 1.868703e-01
#>   [82,] 0.000000e+00 0.000000e+00 5.824059e-03 1.278808e-01 5.684583e-01
#>   [83,] 0.000000e+00 0.000000e+00 7.398713e-02 4.632259e-01 4.514094e-01
#>   [84,] 0.000000e+00 7.358101e-05 1.996245e-01 5.885939e-01 2.117080e-01
#>   [85,] 0.000000e+00 0.000000e+00 1.507881e-01 5.690426e-01 2.801641e-01
#>   [86,] 0.000000e+00 7.358101e-05 1.996245e-01 5.885939e-01 2.117080e-01
#>   [87,] 1.567013e-03 2.846695e-01 6.334977e-01 8.026577e-02 0.000000e+00
#>   [88,] 2.186358e-02 4.474777e-01 5.070331e-01 2.362564e-02 0.000000e+00
#>   [89,] 3.276410e-01 5.479143e-01 1.222811e-01 0.000000e+00 0.000000e+00
#>   [90,] 3.967017e-01 4.413614e-02 1.021401e-03 0.000000e+00 0.000000e+00
#>   [91,] 1.031005e-01 5.825159e-01 3.126677e-01 1.715831e-03 0.000000e+00
#>   [92,] 0.000000e+00 8.270869e-03 3.870724e-01 5.344086e-01 7.024812e-02
#>   [93,] 0.000000e+00 0.000000e+00 1.267116e-01 5.484244e-01 3.244803e-01
#>   [94,] 0.000000e+00 0.000000e+00 5.125964e-03 1.186744e-01 5.594580e-01
#>   [95,] 0.000000e+00 1.125376e-02 4.137939e-01 5.167182e-01 5.823418e-02
#>   [96,] 4.803552e-01 7.767826e-02 2.553131e-03 0.000000e+00 0.000000e+00
#>   [97,] 3.386939e-01 5.414042e-01 1.170413e-01 0.000000e+00 0.000000e+00
#>   [98,] 3.911362e-04 2.428939e-01 6.533094e-01 1.034055e-01 0.000000e+00
#>   [99,] 0.000000e+00 5.185051e-03 3.512819e-01 5.548418e-01 8.869119e-02
#>  [100,] 0.000000e+00 7.408556e-03 3.781279e-01 5.398714e-01 7.459217e-02
#>  [101,] 1.056068e-02 3.888646e-01 5.612187e-01 3.935608e-02 0.000000e+00
#>  [102,] 3.911362e-04 2.428939e-01 6.533094e-01 1.034055e-01 0.000000e+00
#>  [103,] 0.000000e+00 0.000000e+00 3.588807e-02 3.399150e-01 5.644189e-01
#>  [104,] 0.000000e+00 1.768440e-02 4.575321e-01 4.833870e-01 4.139648e-02
#>  [105,] 0.000000e+00 0.000000e+00 2.311761e-02 2.736492e-01 5.967042e-01
#>  [106,] 0.000000e+00 5.059066e-02 5.746196e-01 3.640113e-01 1.077846e-02
#>  [107,] 0.000000e+00 0.000000e+00 5.588595e-02 4.143970e-01 5.042744e-01
#>  [108,] 0.000000e+00 1.238778e-02 4.226402e-01 5.104147e-01 5.455736e-02
#>  [109,] 0.000000e+00 0.000000e+00 1.965620e-02 2.516206e-01 6.024212e-01
#>  [110,] 4.468768e-01 4.612177e-01 7.262668e-02 0.000000e+00 0.000000e+00
#>  [111,] 0.000000e+00 0.000000e+00 2.069850e-03 6.885974e-02 4.818895e-01
#>  [112,] 0.000000e+00 2.619058e-02 4.995061e-01 4.461391e-01 2.816422e-02
#>  [113,] 2.327951e-01 5.905581e-01 1.766428e-01 0.000000e+00 0.000000e+00
#>  [114,] 3.925207e-02 5.007165e-01 4.472621e-01 1.276933e-02 0.000000e+00
#>  [115,] 0.000000e+00 3.457932e-03 3.245657e-01 5.675128e-01 1.044635e-01
#>  [116,] 3.967017e-01 4.413614e-02 1.021401e-03 0.000000e+00 0.000000e+00
#>  [117,] 5.843752e-01 2.452459e-01 1.885460e-02 0.000000e+00 0.000000e+00
#>  [118,] 0.000000e+00 0.000000e+00 1.655880e-02 2.298077e-01 6.052517e-01
#>  [119,] 0.000000e+00 0.000000e+00 3.588807e-02 3.399150e-01 5.644189e-01
#>  [120,] 0.000000e+00 0.000000e+00 1.445061e-04 1.281294e-02 2.504489e-01
#>  [121,] 0.000000e+00 0.000000e+00 1.211222e-01 5.422902e-01 3.359402e-01
#>  [122,] 5.486974e-03 3.453977e-01 5.950384e-01 5.407693e-02 0.000000e+00
#>  [123,] 1.990687e-02 4.393622e-01 5.151775e-01 2.555335e-02 0.000000e+00
#>  [124,] 4.950023e-01 4.132407e-01 5.541660e-02 0.000000e+00 0.000000e+00
#>  [125,] 0.000000e+00 1.313393e-01 6.627691e-01 2.056472e-01 2.443447e-04
#>  [126,] 4.261055e-01 4.791611e-01 8.040184e-02 0.000000e+00 0.000000e+00
#>  [127,] 0.000000e+00 1.151108e-01 6.550775e-01 2.291413e-01 6.704818e-04
#>  [128,] 4.154811e-01 4.878174e-01 8.448931e-02 0.000000e+00 0.000000e+00
#>  [129,] 0.000000e+00 0.000000e+00 4.956559e-02 3.936826e-01 5.234279e-01
#>  [130,] 0.000000e+00 0.000000e+00 4.213006e-07 2.754205e-04 4.067460e-02
#>  [131,] 0.000000e+00 5.059066e-02 5.746196e-01 3.640113e-01 1.077846e-02
#>  [132,] 3.938644e-01 5.044394e-01 9.307518e-02 0.000000e+00 0.000000e+00
#>  [133,] 5.281501e-01 3.724441e-01 4.379257e-02 0.000000e+00 0.000000e+00
#>  [134,] 0.000000e+00 0.000000e+00 6.582822e-03 1.373083e-01 5.764093e-01
#>  [135,] 0.000000e+00 0.000000e+00 6.582822e-03 1.373083e-01 5.764093e-01
#>  [136,] 4.047268e-01 4.962475e-01 8.871301e-02 0.000000e+00 0.000000e+00
#>  [137,] 0.000000e+00 2.074323e-06 1.707125e-01 5.800212e-01 2.492642e-01
#>  [138,] 1.275084e-01 5.939648e-01 2.778144e-01 7.124368e-04 0.000000e+00
#>  [139,] 4.156573e-01 5.021607e-02 1.256279e-03 0.000000e+00 0.000000e+00
#>  [140,] 5.853303e-01 2.347628e-01 1.736680e-02 0.000000e+00 0.000000e+00
#>  [141,] 1.709033e-01 6.007320e-01 2.282812e-01 8.349035e-05 0.000000e+00
#>  [142,] 0.000000e+00 0.000000e+00 9.100093e-02 4.983282e-01 4.057968e-01
#>  [143,] 0.000000e+00 0.000000e+00 1.507881e-01 5.690426e-01 2.801641e-01
#>  [144,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#>  [145,] 5.486974e-03 3.453977e-01 5.950384e-01 5.407693e-02 0.000000e+00
#>  [146,] 0.000000e+00 0.000000e+00 4.213006e-07 2.754205e-04 4.067460e-02
#>  [147,] 0.000000e+00 9.113246e-02 6.365497e-01 2.701610e-01 2.156822e-03
#>  [148,] 5.843752e-01 2.452459e-01 1.885460e-02 0.000000e+00 0.000000e+00
#>  [149,] 0.000000e+00 0.000000e+00 2.069850e-03 6.885974e-02 4.818895e-01
#>  [150,] 5.541100e-01 1.359858e-01 6.542328e-03 0.000000e+00 0.000000e+00
#>  [151,] 0.000000e+00 1.749836e-01 6.694873e-01 1.555290e-01 7.239843e-08
#>  [152,] 0.000000e+00 4.765862e-02 5.677870e-01 3.725091e-01 1.204529e-02
#>  [153,] 0.000000e+00 1.100144e-01 6.519239e-01 2.371809e-01 8.808717e-04
#>  [154,] 0.000000e+00 3.587369e-04 2.308071e-01 5.907069e-01 1.781273e-01
#>  [155,] 8.202485e-02 5.661813e-01 3.484106e-01 3.383250e-03 0.000000e+00
#>  [156,] 1.567013e-03 2.846695e-01 6.334977e-01 8.026577e-02 0.000000e+00
#>  [157,] 0.000000e+00 0.000000e+00 5.266257e-05 6.653315e-03 1.868703e-01
#>  [158,] 0.000000e+00 0.000000e+00 3.588807e-02 3.399150e-01 5.644189e-01
#>  [159,] 0.000000e+00 1.125376e-02 4.137939e-01 5.167182e-01 5.823418e-02
#>  [160,] 5.038008e-01 4.032068e-01 5.233862e-02 0.000000e+00 0.000000e+00
#>  [161,] 0.000000e+00 6.010320e-02 5.940280e-01 3.383522e-01 7.516622e-03
#>  [162,] 2.231714e-01 5.933043e-01 1.835243e-01 0.000000e+00 0.000000e+00
#>  [163,] 0.000000e+00 3.706257e-02 5.388303e-01 4.060041e-01 1.810301e-02
#>  [164,] 3.091002e-01 2.331917e-02 3.722307e-04 0.000000e+00 0.000000e+00
#>  [165,] 2.371736e-03 3.018573e-01 6.236959e-01 7.207508e-02 0.000000e+00
#>  [166,] 0.000000e+00 3.954641e-02 5.462993e-01 3.977212e-01 1.643307e-02
#>  [167,] 0.000000e+00 0.000000e+00 3.071281e-04 2.080442e-02 3.079726e-01
#>  [168,] 1.554932e-01 5.999586e-01 2.443438e-01 2.044268e-04 0.000000e+00
#>  [169,] 0.000000e+00 1.921030e-02 4.660964e-01 4.762178e-01 3.847549e-02
#>  [170,] 0.000000e+00 2.551326e-03 3.069215e-01 5.745729e-01 1.159543e-01
#>  [171,] 1.210807e-01 5.915917e-01 2.864173e-01 9.102555e-04 0.000000e+00
#>  [172,] 3.925207e-02 5.007165e-01 4.472621e-01 1.276933e-02 0.000000e+00
#>  [173,] 0.000000e+00 0.000000e+00 5.824059e-03 1.278808e-01 5.684583e-01
#>  [174,] 7.372914e-04 2.593550e-01 6.462277e-01 9.367992e-02 0.000000e+00
#>  [175,] 5.776737e-01 2.770190e-01 2.382277e-02 0.000000e+00 0.000000e+00
#>  [176,] 0.000000e+00 1.552560e-01 6.686322e-01 1.760870e-01 2.483266e-05
#>  [177,] 0.000000e+00 0.000000e+00 5.125964e-03 1.186744e-01 5.594580e-01
#>  [178,] 0.000000e+00 0.000000e+00 1.004077e-01 5.142525e-01 3.824845e-01
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#> [1083,] 1.941669e-03 2.932382e-01 6.287232e-01 7.609697e-02 0.000000e+00
#> [1084,] 2.686922e-04 2.348146e-01 6.564057e-01 1.085110e-01 0.000000e+00
#> [1085,] 5.805251e-01 2.663859e-01 2.208036e-02 0.000000e+00 0.000000e+00
#> [1086,] 3.765901e-01 3.839447e-02 8.177909e-04 0.000000e+00 0.000000e+00
#> [1087,] 1.056068e-02 3.888646e-01 5.612187e-01 3.935608e-02 0.000000e+00
#> [1088,] 0.000000e+00 0.000000e+00 2.157059e-04 1.658667e-02 2.799539e-01
#> [1089,] 0.000000e+00 1.151108e-01 6.550775e-01 2.291413e-01 6.704818e-04
#> [1090,] 0.000000e+00 0.000000e+00 1.255097e-02 1.977368e-01 6.036071e-01
#> [1091,] 5.541100e-01 1.359858e-01 6.542328e-03 0.000000e+00 0.000000e+00
#> [1092,] 1.031005e-01 5.825159e-01 3.126677e-01 1.715831e-03 0.000000e+00
#> [1093,] 0.000000e+00 1.125376e-02 4.137939e-01 5.167182e-01 5.823418e-02
#> [1094,] 0.000000e+00 0.000000e+00 1.137512e-05 2.436989e-03 1.170183e-01
#> [1095,] 5.606017e-01 3.196908e-01 3.170810e-02 0.000000e+00 0.000000e+00
#> [1096,] 5.851911e-01 2.140309e-01 1.463016e-02 0.000000e+00 0.000000e+00
#> [1097,] 0.000000e+00 0.000000e+00 5.607511e-04 3.051630e-02 3.596601e-01
#> [1098,] 0.000000e+00 0.000000e+00 2.696324e-02 2.957821e-01 5.883191e-01
#> [1099,] 1.789762e-01 6.005317e-01 2.204451e-01 4.706668e-05 0.000000e+00
#> [1100,] 1.474368e-02 4.144469e-01 5.388498e-01 3.195966e-02 0.000000e+00
#> [1101,] 1.088805e-01 5.858584e-01 3.038517e-01 1.409317e-03 0.000000e+00
#> [1102,] 2.861035e-03 3.105179e-01 6.184236e-01 6.819746e-02 0.000000e+00
#> [1103,] 0.000000e+00 0.000000e+00 3.071281e-04 2.080442e-02 3.079726e-01
#> [1104,] 7.281539e-02 9.968252e-04 2.977846e-06 0.000000e+00 0.000000e+00
#> [1105,] 5.203965e-01 3.827965e-01 4.652884e-02 0.000000e+00 0.000000e+00
#> [1106,] 5.702273e-01 2.983510e-01 2.757783e-02 0.000000e+00 0.000000e+00
#> [1107,] 0.000000e+00 0.000000e+00 4.956559e-02 3.936826e-01 5.234279e-01
#> [1108,] 5.378352e-01 1.181757e-01 5.145718e-03 0.000000e+00 0.000000e+00
#> [1109,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [1110,] 2.304195e-01 1.172066e-02 1.276751e-04 0.000000e+00 0.000000e+00
#> [1111,] 0.000000e+00 0.000000e+00 1.137512e-05 2.436989e-03 1.170183e-01
#> [1112,] 5.803752e-05 2.112883e-01 6.638233e-01 1.248303e-01 0.000000e+00
#> [1113,] 3.967017e-01 4.413614e-02 1.021401e-03 0.000000e+00 0.000000e+00
#> [1114,] 5.281501e-01 3.724441e-01 4.379257e-02 0.000000e+00 0.000000e+00
#> [1115,] 0.000000e+00 1.100144e-01 6.519239e-01 2.371809e-01 8.808717e-04
#> [1116,] 5.355117e-01 3.620096e-01 4.116574e-02 0.000000e+00 0.000000e+00
#> [1117,] 0.000000e+00 1.818891e-03 2.894765e-01 5.804463e-01 1.282582e-01
#> [1118,] 2.016038e-01 8.683164e-03 8.040184e-05 0.000000e+00 0.000000e+00
#> [1119,] 1.031005e-01 5.825159e-01 3.126677e-01 1.715831e-03 0.000000e+00
#> [1120,] 5.489716e-01 3.409424e-01 3.623145e-02 0.000000e+00 0.000000e+00
#> [1121,] 8.699474e-02 5.706919e-01 3.394184e-01 2.894920e-03 0.000000e+00
#> [1122,] 2.615343e-02 4.633706e-01 4.904100e-01 2.006600e-02 0.000000e+00
#> [1123,] 1.185247e-02 3.974513e-01 5.539200e-01 3.677621e-02 0.000000e+00
#> [1124,] 2.149538e-06 1.890164e-01 6.682727e-01 1.427088e-01 0.000000e+00
#> [1125,] 0.000000e+00 1.429644e-01 6.663518e-01 1.905875e-01 9.636231e-05
#> [1126,] 0.000000e+00 1.257709e-01 6.605072e-01 2.133662e-01 3.556935e-04
#> [1127,] 6.329752e-03 3.541326e-01 5.886566e-01 5.088112e-02 0.000000e+00
#> [1128,] 0.000000e+00 1.552560e-01 6.686322e-01 1.760870e-01 2.483266e-05
#> [1129,] 1.554932e-01 5.999586e-01 2.443438e-01 2.044268e-04 0.000000e+00
#> [1130,] 3.765901e-01 3.839447e-02 8.177909e-04 0.000000e+00 0.000000e+00
#> [1131,] 5.656760e-01 3.090259e-01 2.959495e-02 0.000000e+00 0.000000e+00
#> [1132,] 0.000000e+00 0.000000e+00 5.923823e-02 4.245286e-01 4.942160e-01
#> [1133,] 8.699474e-02 5.706919e-01 3.394184e-01 2.894920e-03 0.000000e+00
#> [1134,] 0.000000e+00 1.100144e-01 6.519239e-01 2.371809e-01 8.808717e-04
#> [1135,] 0.000000e+00 1.818891e-03 2.894765e-01 5.804463e-01 1.282582e-01
#> [1136,] 0.000000e+00 0.000000e+00 1.104414e-01 5.289436e-01 3.591261e-01
#> [1137,] 8.265609e-03 3.715578e-01 5.753043e-01 4.487223e-02 0.000000e+00
#> [1138,] 5.038008e-01 4.032068e-01 5.233862e-02 0.000000e+00 0.000000e+00
#> [1139,] 1.148726e-01 5.888867e-01 2.950990e-01 1.141671e-03 0.000000e+00
#> [1140,] 1.872993e-01 5.999282e-01 2.127493e-01 2.315936e-05 0.000000e+00
#> [1141,] 5.803752e-05 2.112883e-01 6.638233e-01 1.248303e-01 0.000000e+00
#> [1142,] 2.304195e-01 1.172066e-02 1.276751e-04 0.000000e+00 0.000000e+00
#> [1143,] 5.550263e-01 3.303336e-01 3.391953e-02 0.000000e+00 0.000000e+00
#> [1144,] 5.656760e-01 3.090259e-01 2.959495e-02 0.000000e+00 0.000000e+00
#> [1145,] 0.000000e+00 3.706257e-02 5.388303e-01 4.060041e-01 1.810301e-02
#> [1146,] 0.000000e+00 2.430936e-02 4.912949e-01 4.538526e-01 3.054309e-02
#> [1147,] 0.000000e+00 1.002773e-01 6.447746e-01 2.535231e-01 1.425018e-03
#> [1148,] 5.805251e-01 2.663859e-01 2.208036e-02 0.000000e+00 0.000000e+00
#> [1149,] 0.000000e+00 0.000000e+00 1.572496e-01 5.731477e-01 2.696026e-01
#> [1150,] 0.000000e+00 1.050707e-01 6.484872e-01 2.453109e-01 1.131225e-03
#> [1151,] 0.000000e+00 1.203622e-01 6.579409e-01 2.212003e-01 4.965808e-04
#> [1152,] 0.000000e+00 8.270869e-03 3.870724e-01 5.344086e-01 7.024812e-02
#> [1153,] 2.186358e-02 4.474777e-01 5.070331e-01 2.362564e-02 0.000000e+00
#> [1154,] 0.000000e+00 0.000000e+00 1.572496e-01 5.731477e-01 2.696026e-01
#> [1155,] 0.000000e+00 0.000000e+00 3.370405e-03 9.252124e-02 5.258876e-01
#> [1156,] 9.686454e-04 2.677191e-01 6.422577e-01 8.905460e-02 0.000000e+00
#> [1157,] 0.000000e+00 1.487934e-02 4.401990e-01 4.972471e-01 4.767458e-02
#> [1158,] 0.000000e+00 0.000000e+00 5.923823e-02 4.245286e-01 4.942160e-01
#> [1159,] 0.000000e+00 9.197626e-03 3.960029e-01 5.287234e-01 6.607609e-02
#> [1160,] 0.000000e+00 4.765862e-02 5.677870e-01 3.725091e-01 1.204529e-02
#> [1161,] 5.378352e-01 1.181757e-01 5.145718e-03 0.000000e+00 0.000000e+00
#> [1162,] 1.990687e-02 4.393622e-01 5.151775e-01 2.555335e-02 0.000000e+00
#> [1163,] 0.000000e+00 4.765862e-02 5.677870e-01 3.725091e-01 1.204529e-02
#> [1164,] 0.000000e+00 0.000000e+00 3.901665e-03 1.009807e-01 5.382000e-01
#> [1165,] 4.032612e-03 3.279281e-01 6.071748e-01 6.086447e-02 0.000000e+00
#> [1166,] 4.722534e-03 3.366599e-01 6.012137e-01 5.740383e-02 0.000000e+00
#> [1167,] 2.630259e-01 5.797850e-01 1.570348e-01 0.000000e+00 0.000000e+00
#> [1168,] 0.000000e+00 0.000000e+00 1.380518e-02 2.083221e-01 6.049771e-01
#> [1169,] 0.000000e+00 1.749836e-01 6.694873e-01 1.555290e-01 7.239843e-08
#> [1170,] 0.000000e+00 0.000000e+00 1.104414e-01 5.289436e-01 3.591261e-01
#> [1171,] 0.000000e+00 0.000000e+00 1.137512e-05 2.436989e-03 1.170183e-01
#> [1172,] 0.000000e+00 0.000000e+00 3.071281e-04 2.080442e-02 3.079726e-01
#> [1173,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> [1174,] 8.265609e-03 3.715578e-01 5.753043e-01 4.487223e-02 0.000000e+00
#> [1175,] 0.000000e+00 0.000000e+00 1.384010e-01 5.595451e-01 3.019628e-01
#> [1176,] 0.000000e+00 1.313393e-01 6.627691e-01 2.056472e-01 2.443447e-04
#> [1177,] 4.261055e-01 4.791611e-01 8.040184e-02 0.000000e+00 0.000000e+00
#> [1178,] 0.000000e+00 0.000000e+00 4.956559e-02 3.936826e-01 5.234279e-01
#> [1179,] 2.841458e-01 1.905067e-02 2.713562e-04 0.000000e+00 0.000000e+00
#> [1180,] 2.304195e-01 1.172066e-02 1.276751e-04 0.000000e+00 0.000000e+00
#> [1181,] 0.000000e+00 0.000000e+00 2.457025e-03 7.644684e-02 4.977597e-01
#> [1182,] 0.000000e+00 4.213882e-02 5.536198e-01 3.893723e-01 1.486912e-02
#> [1183,] 9.366332e-03 3.802305e-01 5.683493e-01 4.205388e-02 0.000000e+00
#> [1184,] 4.230935e-02 5.077055e-01 4.384216e-01 1.156362e-02 0.000000e+00
#> [1185,] 4.501874e-01 6.334270e-02 1.828770e-03 0.000000e+00 0.000000e+00
#> [1186,] 0.000000e+00 0.000000e+00 9.100093e-05 9.497182e-03 2.194301e-01
#> [1187,] 2.841458e-01 1.905067e-02 2.713562e-04 0.000000e+00 0.000000e+00
#> [1188,] 0.000000e+00 0.000000e+00 1.445061e-01 5.645037e-01 2.909600e-01
#> [1189,] 1.709033e-01 6.007320e-01 2.282812e-01 8.349035e-05 0.000000e+00
#> [1190,] 0.000000e+00 1.257709e-01 6.605072e-01 2.133662e-01 3.556935e-04
#> [1191,] 2.527442e-01 5.837865e-01 1.634004e-01 0.000000e+00 0.000000e+00
#> [1192,] 5.550263e-01 3.303336e-01 3.391953e-02 0.000000e+00 0.000000e+00
#> [1193,] 3.911362e-04 2.428939e-01 6.533094e-01 1.034055e-01 0.000000e+00
#> [1194,] 2.371736e-03 3.018573e-01 6.236959e-01 7.207508e-02 0.000000e+00
#> [1195,] 0.000000e+00 1.616575e-01 6.692664e-01 1.690671e-01 9.049804e-06
#> [1196,] 5.821742e-01 1.936911e-01 1.219726e-02 0.000000e+00 0.000000e+00
#> [1197,] 0.000000e+00 0.000000e+00 1.156049e-03 4.806604e-02 4.267261e-01
#> [1198,] 0.000000e+00 6.608363e-03 3.691766e-01 5.451033e-01 7.911172e-02
#> [1199,] 0.000000e+00 0.000000e+00 1.725647e-03 6.159129e-02 4.647787e-01
#> [1200,] 0.000000e+00 0.000000e+00 7.802192e-02 4.723734e-01 4.402011e-01
#>                 [,6]
#>    [1,] 0.000000e+00
#>    [2,] 0.000000e+00
#>    [3,] 0.000000e+00
#>    [4,] 0.000000e+00
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#>    [7,] 0.000000e+00
#>    [8,] 0.000000e+00
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#>   [10,] 0.000000e+00
#>   [11,] 0.000000e+00
#>   [12,] 0.000000e+00
#>   [13,] 0.000000e+00
#>   [14,] 5.515076e-01
#>   [15,] 0.000000e+00
#>   [16,] 1.000000e+00
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#>   [19,] 0.000000e+00
#>   [20,] 0.000000e+00
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#>   [23,] 0.000000e+00
#>   [24,] 0.000000e+00
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#>   [26,] 0.000000e+00
#>   [27,] 0.000000e+00
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#>   [40,] 0.000000e+00
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#>   [42,] 0.000000e+00
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#>   [44,] 0.000000e+00
#>   [45,] 0.000000e+00
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#>   [48,] 0.000000e+00
#>   [49,] 0.000000e+00
#>   [50,] 0.000000e+00
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#>   [62,] 0.000000e+00
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#>   [92,] 0.000000e+00
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#>   [95,] 0.000000e+00
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#>   [97,] 0.000000e+00
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#>  [175,] 0.000000e+00
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#>  [178,] 2.855341e-03
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#>  [181,] 0.000000e+00
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#>  [183,] 0.000000e+00
#>  [184,] 0.000000e+00
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