Nothing
R/qdixon.R
In outliers: Tests for Outliers
"qdixon" <-
function(p,n,type = 10, rev = FALSE)
{
if ((type == 10 || type == 0) & (n < 3 || n > 30)) stop("Sample size must be in range 3-30");
if (type == 11 & (n < 4 || n > 30)) stop("Sample size must be in range 4-30");
if (type == 12 & (n < 5 || n > 30)) stop("Sample size must be in range 5-30");
if (type == 20 & (n < 4 || n > 30)) stop("Sample size must be in range 4-30");
if (type == 21 & (n < 5 || n > 30)) stop("Sample size must be in range 5-30");
if (type == 22 & (n < 6 || n > 30)) stop("Sample size must be in range 6-30");
if (sum(c(0,10,11,12,20,21,22) == type) == 0) stop ("Incorrect type");
if (type == 0) {
if (n <= 7) type <- 10
else if (n > 7 & n <=10) type <- 11
else if (n > 10 & n <=13) type <-21
else type <-22
}
pp <- c(0.005,0.01,0.02,0.025,0.05,0.1,0.2,0.3,0.4,0.5,
0.6,0.7,0.8,0.9,0.95);
q10 <- c(
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
0.994,0.988,0.976,0.97,0.941,0.886,0.781,0.684,0.591,0.5,0.409,0.316,0.219,0.114,0.059,
0.926,0.889,0.846,0.829,0.765,0.679,0.56,0.471,0.394,0.324,0.257,0.193,0.13,0.065,0.033,
0.821,0.78,0.729,0.71,0.642,0.557,0.451,0.373,0.308,0.25,0.196,0.146,0.097,0.048,0.023,
0.74,0.698,0.644,0.625,0.56,0.482,0.386,0.318,0.261,0.21,0.164,0.121,0.079,0.038,0.018,
0.68,0.637,0.586,0.568,0.507,0.434,0.344,0.281,0.23,0.184,0.143,0.105,0.068,0.032,0.016,
0.634,0.59,0.543,0.526,0.468,0.399,0.314,0.255,0.208,0.166,0.128,0.094,0.06,0.029,0.014,
0.598,0.555,0.51,0.493,0.437,0.37,0.29,0.234,0.191,0.152,0.118,0.086,0.055,0.026,0.013,
0.568,0.527,0.483,0.466,0.412,0.349,0.273,0.219,0.178,0.142,0.11,0.08,0.051,0.025,0.012,
0.542,0.502,0.46,0.444,0.392,0.332,0.259,0.208,0.168,0.133,0.103,0.074,0.048,0.023,0.011,
0.522,0.482,0.441,0.426,0.376,0.318,0.247,0.197,0.16,0.126,0.097,0.07,0.047,0.022,0.011,
0.503,0.465,0.425,0.41,0.361,0.305,0.237,0.188,0.153,0.12,0.092,0.067,0.043,0.021,0.01,
0.488,0.45,0.411,0.396,0.349,0.294,0.228,0.181,0.147,0.115,0.088,0.064,0.041,0.02,0.01,
0.475,0.438,0.399,0.384,0.338,0.285,0.22,0.175,0.141,0.111,0.085,0.062,0.04,0.019,0.01,
0.463,0.426,0.388,0.374,0.329,0.277,0.213,0.169,0.136,0.107,0.082,0.06,0.039,0.019,0.009,
0.452,0.416,0.379,0.365,0.32,0.269,0.207,0.165,0.132,0.104,0.08,0.058,0.038,0.018,0.009,
0.442,0.407,0.37,0.356,0.313,0.263,0.202,0.16,0.128,0.101,0.078,0.056,0.036,0.018,0.009,
0.433,0.398,0.363,0.349,0.306,0.258,0.197,0.157,0.125,0.098,0.076,0.055,0.036,0.017,0.008,
0.425,0.391,0.356,0.342,0.3,0.252,0.193,0.153,0.122,0.096,0.074,0.053,0.035,0.017,0.008,
0.418,0.384,0.35,0.337,0.295,0.247,0.189,0.15,0.119,0.094,0.072,0.052,0.034,0.016,0.008,
0.411,0.378,0.344,0.331,0.29,0.242,0.185,0.147,0.117,0.092,0.071,0.051,0.033,0.016,0.008,
0.404,0.372,0.338,0.326,0.285,0.238,0.182,0.144,0.115,0.09,0.069,0.05,0.033,0.016,0.008,
0.399,0.367,0.333,0.321,0.281,0.234,0.179,0.142,0.113,0.089,0.068,0.049,0.032,0.016,0.008,
0.393,0.362,0.329,0.317,0.277,0.23,0.176,0.139,0.111,0.088,0.067,0.048,0.032,0.015,0.008,
0.388,0.357,0.324,0.312,0.273,0.227,0.173,0.137,0.109,0.086,0.066,0.047,0.031,0.015,0.007,
0.384,0.353,0.32,0.308,0.269,0.224,0.171,0.135,0.108,0.085,0.065,0.047,0.031,0.015,0.007,
0.38,0.349,0.316,0.305,0.266,0.22,0.168,0.133,0.106,0.084,0.064,0.046,0.03,0.015,0.007,
0.376,0.345,0.312,0.301,0.263,0.218,0.166,0.131,0.105,0.083,0.063,0.046,0.03,0.014,0.007,
0.372,0.341,0.309,0.298,0.26,0.215,0.164,0.13,0.103,0.082,0.062,0.045,0.029,0.014,0.007);
q11 <- c(
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
0.995,0.991,0.981,0.977,0.955,0.91,0.822,0.737,0.648,0.554,0.459,0.362,0.25,0.131,0.069,
0.937,0.916,0.876,0.863,0.807,0.728,0.615,0.524,0.444,0.369,0.296,0.224,0.151,0.078,0.039,
0.839,0.805,0.763,0.748,0.689,0.609,0.502,0.42,0.35,0.288,0.227,0.169,0.113,0.056,0.028,
0.782,0.74,0.689,0.673,0.61,0.53,0.432,0.359,0.298,0.241,0.189,0.14,0.093,0.045,0.022,
0.725,0.683,0.631,0.615,0.554,0.479,0.385,0.318,0.26,0.21,0.164,0.121,0.079,0.037,0.019,
0.677,0.635,0.587,0.57,0.512,0.441,0.352,0.288,0.236,0.189,0.148,0.107,0.07,0.033,0.016,
0.639,0.597,0.551,0.534,0.477,0.409,0.325,0.265,0.216,0.173,0.134,0.098,0.063,0.03,0.014,
0.606,0.566,0.521,0.505,0.45,0.385,0.305,0.248,0.202,0.161,0.124,0.09,0.058,0.028,0.013,
0.58,0.541,0.498,0.481,0.428,0.367,0.289,0.234,0.19,0.15,0.116,0.084,0.055,0.026,0.012,
0.558,0.52,0.477,0.461,0.41,0.35,0.275,0.222,0.18,0.142,0.109,0.079,0.052,0.025,0.012,
0.539,0.502,0.46,0.445,0.395,0.336,0.264,0.212,0.171,0.135,0.104,0.075,0.049,0.024,0.011,
0.522,0.486,0.445,0.43,0.381,0.323,0.253,0.203,0.164,0.129,0.099,0.072,0.047,0.023,0.011,
0.508,0.472,0.432,0.417,0.369,0.313,0.244,0.196,0.158,0.124,0.095,0.096,0.045,0.022,0.011,
0.495,0.46,0.42,0.406,0.359,0.303,0.236,0.19,0.152,0.119,0.092,0.067,0.044,0.021,0.01,
0.484,0.449,0.41,0.396,0.349,0.295,0.229,0.184,0.148,0.116,0.089,0.065,0.042,0.02,0.01,
0.473,0.439,0.4,0.386,0.341,0.288,0.223,0.179,0.143,0.112,0.087,0.063,0.041,0.02,0.01,
0.464,0.43,0.392,0.379,0.334,0.282,0.218,0.174,0.139,0.11,0.084,0.061,0.04,0.019,0.01,
0.455,0.421,0.384,0.371,0.327,0.276,0.213,0.17,0.136,0.107,0.082,0.059,0.039,0.019,0.009,
0.446,0.414,0.377,0.364,0.32,0.27,0.208,0.166,0.132,0.104,0.081,0.058,0.038,0.018,0.009,
0.439,0.407,0.371,0.357,0.314,0.265,0.204,0.163,0.13,0.102,0.079,0.056,0.037,0.018,0.009,
0.432,0.4,0.365,0.352,0.309,0.26,0.2,0.16,0.127,0.1,0.077,0.055,0.036,0.018,0.009,
0.426,0.394,0.359,0.346,0.304,0.255,0.197,0.156,0.124,0.098,0.076,0.054,0.036,0.017,0.009,
0.42,0.389,0.354,0.341,0.299,0.25,0.193,0.154,0.122,0.096,0.074,0.053,0.035,0.017,0.008,
0.414,0.383,0.349,0.337,0.295,0.246,0.19,0.151,0.12,0.095,0.073,0.052,0.034,0.017,0.008,
0.409,0.378,0.344,0.332,0.291,0.243,0.188,0.149,0.118,0.093,0.072,0.051,0.034,0.016,0.008,
0.404,0.374,0.34,0.328,0.287,0.239,0.185,0.146,0.116,0.092,0.07,0.051,0.033,0.016,0.008,
0.399,0.369,0.336,0.324,0.283,0.236,0.182,0.144,0.115,0.09,0.069,0.05,0.032,0.016,0.008);
q12 <- c(
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
0.996,0.992,0.984,0.98,0.96,0.919,0.838,0.755,0.669,0.579,0.483,0.381,0.268,0.143,0.074,
0.951,0.925,0.891,0.878,0.824,0.745,0.635,0.545,0.465,0.39,0.316,0.24,0.165,0.088,0.049,
0.875,0.836,0.791,0.773,0.712,0.636,0.528,0.445,0.374,0.307,0.245,0.183,0.123,0.064,0.031,
0.797,0.76,0.708,0.692,0.632,0.557,0.456,0.382,0.317,0.258,0.203,0.152,0.101,0.056,0.025,
0.739,0.702,0.656,0.639,0.58,0.504,0.409,0.339,0.27,0.227,0.177,0.13,0.086,0.044,0.021,
0.694,0.655,0.61,0.594,0.537,0.464,0.373,0.308,0.258,0.204,0.158,0.116,0.075,0.038,0.019,
0.658,0.619,0.575,0.559,0.502,0.431,0.345,0.283,0.232,0.187,0.145,0.106,0.069,0.035,0.017,
0.629,0.59,0.546,0.529,0.473,0.406,0.324,0.265,0.217,0.174,0.135,0.098,0.063,0.032,0.016,
0.602,0.564,0.521,0.505,0.451,0.387,0.307,0.25,0.204,0.163,0.126,0.092,0.059,0.03,0.015,
0.58,0.542,0.501,0.485,0.432,0.369,0.292,0.237,0.193,0.153,0.118,0.086,0.055,0.028,0.014,
0.56,0.523,0.482,0.467,0.416,0.354,0.28,0.226,0.184,0.146,0.112,0.082,0.053,0.026,0.013,
0.544,0.508,0.467,0.452,0.401,0.341,0.269,0.217,0.177,0.139,0.107,0.078,0.05,0.025,0.013,
0.529,0.493,0.453,0.438,0.388,0.33,0.259,0.209,0.17,0.134,0.103,0.075,0.048,0.024,0.012,
0.516,0.48,0.44,0.426,0.377,0.32,0.251,0.202,0.163,0.129,0.099,0.072,0.047,0.023,0.012,
0.504,0.469,0.429,0.415,0.367,0.311,0.243,0.196,0.157,0.125,0.096,0.069,0.045,0.022,0.011,
0.493,0.458,0.419,0.405,0.358,0.303,0.237,0.191,0.153,0.121,0.093,0.067,0.044,0.022,0.011,
0.483,0.449,0.41,0.396,0.349,0.296,0.231,0.186,0.148,0.118,0.09,0.065,0.042,0.021,0.01,
0.474,0.44,0.402,0.388,0.342,0.29,0.225,0.181,0.145,0.114,0.088,0.063,0.041,0.02,0.01,
0.465,0.432,0.394,0.381,0.336,0.284,0.22,0.176,0.141,0.112,0.086,0.062,0.04,0.02,0.01,
0.457,0.423,0.387,0.374,0.33,0.278,0.216,0.173,0.138,0.109,0.084,0.06,0.039,0.019,0.01,
0.45,0.417,0.381,0.368,0.324,0.273,0.212,0.169,0.135,0.107,0.082,0.059,0.038,0.019,0.009,
0.443,0.411,0.375,0.362,0.319,0.268,0.208,0.166,0.132,0.105,0.08,0.058,0.037,0.019,0.009,
0.437,0.405,0.37,0.357,0.314,0.263,0.204,0.163,0.13,0.103,0.079,0.057,0.037,0.018,0.009,
0.431,0.399,0.365,0.352,0.309,0.259,0.201,0.16,0.128,0.101,0.077,0.056,0.036,0.018,0.009,
0.426,0.394,0.36,0.347,0.305,0.255,0.197,0.157,0.126,0.009,0.076,0.055,0.035,0.017,0.009,
0.42,0.389,0.355,0.343,0.301,0.251,0.194,0.154,0.124,0.098,0.075,0.054,0.035,0.017,0.009);
q20 <- c(
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
0.996,0.992,0.987,0.983,0.967,0.935,0.871,0.807,0.743,0.676,0.606,0.529,0.44,0.321,0.235,
0.95,0.929,0.901,0.89,0.845,0.782,0.694,0.623,0.56,0.5,0.44,0.377,0.306,0.218,0.155,
0.865,0.836,0.8,0.786,0.736,0.67,0.585,0.52,0.463,0.411,0.358,0.305,0.245,0.172,0.126,
0.814,0.778,0.732,0.716,0.661,0.596,0.516,0.454,0.402,0.355,0.306,0.261,0.208,0.144,0.099,
0.746,0.71,0.67,0.657,0.607,0.545,0.468,0.41,0.361,0.317,0.274,0.23,0.184,0.125,0.085,
0.7,0.667,0.627,0.614,0.565,0.505,0.432,0.378,0.331,0.288,0.25,0.208,0.166,0.114,0.077,
0.664,0.632,0.592,0.579,0.531,0.474,0.404,0.354,0.307,0.268,0.231,0.192,0.153,0.104,0.07,
0.627,0.603,0.564,0.551,0.504,0.449,0.381,0.334,0.29,0.253,0.217,0.181,0.143,0.097,0.065,
0.612,0.579,0.54,0.527,0.481,0.429,0.362,0.216,0.274,0.239,0.205,0.172,0.136,0.091,0.06,
0.59,0.557,0.52,0.506,0.461,0.411,0.345,0.301,0.261,0.227,0.195,0.164,0.129,0.086,0.057,
0.571,0.538,0.502,0.489,0.445,0.395,0.332,0.288,0.25,0.217,0.187,0.157,0.123,0.082,0.054,
0.554,0.522,0.486,0.473,0.43,0.382,0.32,0.277,0.241,0.209,0.179,0.15,0.118,0.079,0.052,
0.539,0.508,0.472,0.46,0.418,0.37,0.31,0.268,0.233,0.202,0.173,0.144,0.113,0.076,0.05,
0.526,0.495,0.46,0.447,0.406,0.359,0.301,0.26,0.226,0.195,0.167,0.139,0.109,0.074,0.049,
0.514,0.484,0.449,0.437,0.397,0.35,0.293,0.252,0.219,0.189,0.162,0.134,0.105,0.071,0.048,
0.503,0.473,0.439,0.427,0.387,0.341,0.286,0.246,0.213,0.184,0.157,0.13,0.101,0.069,0.047,
0.494,0.464,0.43,0.418,0.378,0.333,0.279,0.24,0.208,0.179,0.152,0.126,0.098,0.067,0.046,
0.485,0.455,0.422,0.41,0.371,0.326,0.273,0.235,0.203,0.175,0.148,0.123,0.096,0.065,0.045,
0.477,0.447,0.414,0.402,0.364,0.32,0.267,0.23,0.199,0.171,0.145,0.12,0.094,0.064,0.044,
0.469,0.44,0.407,0.395,0.358,0.314,0.262,0.225,0.195,0.167,0.142,0.117,0.092,0.062,0.043,
0.462,0.434,0.401,0.39,0.352,0.309,0.258,0.221,0.192,0.164,0.139,0.114,0.09,0.061,0.042,
0.456,0.428,0.395,0.383,0.346,0.304,0.254,0.217,0.189,0.161,0.136,0.112,0.089,0.06,0.041,
0.45,0.422,0.39,0.379,0.342,0.3,0.25,0.214,0.186,0.158,0.134,0.11,0.087,0.059,0.041,
0.444,0.417,0.385,0.374,0.338,0.296,0.246,0.211,0.183,0.156,0.132,0.109,0.086,0.058,0.04,
0.439,0.412,0.381,0.37,0.333,0.292,0.243,0.208,0.18,0.154,0.13,0.107,0.085,0.058,0.04,
0.434,0.407,0.376,0.365,0.329,0.288,0.239,0.205,0.177,0.151,0.128,0.106,0.083,0.057,0.039,
0.428,0.402,0.372,0.361,0.326,0.285,0.236,0.202,0.175,0.149,0.126,0.104,0.082,0.056,0.039);
q21 <- c(
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
0.998,0.995,0.99,0.987,0.976,0.952,0.902,0.82,0.795,0.735,0.669,0.594,0.504,0.374,0.273,
0.97,0.951,0.924,0.913,0.872,0.821,0.745,0.68,0.621,0.563,0.504,0.439,0.364,0.268,0.195,
0.919,0.885,0.842,0.828,0.78,0.725,0.637,0.575,0.517,0.462,0.408,350,0.285,0.198,0.138,
0.868,0.829,0.78,0.763,0.71,0.65,0.57,0.509,0.454,0.402,0.352,0.298,0.24,0.166,0.117,
0.816,0.776,0.725,0.71,0.657,0.594,0.516,0.458,0.407,0.36,0.313,0.265,0.212,0.146,0.103,
0.76,0.726,0.678,0.664,0.612,0.551,0.474,0.42,0.374,0.329,0.286,0.24,0.189,0.13,0.089,
0.713,0.679,0.638,0.625,0.576,0.517,0.442,0.391,0.348,0.305,0.265,0.221,0.173,0.118,0.08,
0.675,0.642,0.605,0.592,0.546,0.49,0.419,0.37,0.326,0.285,0.247,0.206,0.161,0.11,0.074,
0.649,0.615,0.578,0.565,0.521,0.467,0.399,0.351,0.308,0.269,0.232,0.194,0.152,0.104,0.07,
0.627,0.593,0.556,0.544,0.501,0.448,0.381,0.334,0.293,0.256,0.219,0.184,0.144,0.099,0.066,
0.607,0.574,0.537,0.525,0.483,0.431,0.366,0.319,0.28,0.245,0.208,0.175,0.138,0.094,0.062,
0.58,0.557,0.521,0.509,0.467,0.416,0.353,0.307,0.269,0.235,0.199,0.167,0.132,0.09,0.059,
0.573,0.542,0.507,0.495,0.453,0.403,0.341,0.296,0.259,0.225,0.192,0.161,0.127,0.086,0.057,
0.559,0.529,0.494,0.482,0.44,0.391,0.331,0.287,0.25,0.218,0.186,0.155,0.122,0.082,0.054,
0.547,0.517,0.482,0.469,0.428,0.38,0.322,0.279,0.243,0.211,0.18,0.15,0.117,0.078,0.052,
0.536,0.506,0.472,0.46,0.419,0.371,0.314,0.271,0.236,0.205,0.174,0.145,0.113,0.075,0.05,
0.526,0.496,0.462,0.45,0.41,0.363,0.306,0.264,0.229,0.199,0.17,0.141,0.11,0.073,0.049,
0.517,0.487,0.453,0.441,0.402,0.356,0.299,0.258,0.223,0.194,0.165,0.137,0.107,0.071,0.048,
0.509,0.479,0.445,0.434,0.395,0.349,0.293,0.252,0.218,0.189,0.161,0.133,0.105,0.069,0.046,
0.501,0.471,0.438,0.427,0.388,0.343,0.287,0.247,0.214,0.185,0.158,0.13,0.103,0.068,0.045,
0.493,0.464,0.431,0.42,0.382,0.337,0.282,0.242,0.21,0.181,0.154,0.127,0.1,0.067,0.043,
0.486,0.457,0.424,0.414,0.376,0.331,0.277,0.238,0.206,0.178,0.151,0.125,0.098,0.066,0.042,
0.479,0.45,0.418,0.407,0.37,0.325,0.273,0.234,0.203,0.175,0.149,0.123,0.096,0.064,0.041,
0.472,0.444,0.412,0.402,0.365,0.32,0.269,0.23,0.2,0.172,0.146,0.121,0.094,0.063,0.041,
0.466,0.438,0.406,0.396,0.36,0.316,0.265,0.227,0.197,0.17,0.144,0.119,0.092,0.062,0.04,
0.46,0.433,0.401,0.391,0.355,0.312,0.261,0.224,0.194,0.167,0.142,0.117,0.091,0.061,0.04);
q22 <- c(
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
0.998,0.995,0.992,0.99,0.983,0.965,0.93,0.88,830,0.78,0.72,0.64,0.54,0.41,0.3,
0.97,0.945,0.919,0.909,0.881,0.85,0.78,0.73,0.67,0.61,0.54,0.47,0.39,0.27,0.2,
0.922,0.89,0.857,0.846,0.803,0.745,0.664,0.602,0.546,0.49,0.434,0.375,0.309,0.218,0.156,
0.873,0.84,0.8,0.787,0.737,0.676,0.592,0.53,0.478,0.425,0.373,0.32,0.261,0.186,0.128,
0.826,0.791,0.749,0.734,0.682,0.62,0.543,0.483,0.433,0.384,0.335,0.285,0.231,0.15,0.111,
0.781,0.745,0.703,0.688,0.637,0.578,0.503,0.446,0.397,0.351,0.305,0.258,0.208,0.142,0.099,
0.74,0.704,0.661,0.648,0.6,0.543,0.47,0.416,0.37,0.325,0.282,0.238,0.19,0.13,0.09,
0.705,0.67,0.628,0.616,0.57,0.515,0.443,0.391,0.347,0.304,0.263,0.222,0.177,0.122,0.084,
0.674,0.641,0.602,0.59,0.546,0.492,0.421,0.37,0.328,0.287,0.247,0.208,0.166,0.115,0.079,
0.647,0.616,0.579,0.568,0.525,0.472,0.402,0.353,0.312,0.273,0.234,0.196,0.156,0.109,0.075,
0.624,0.595,0.559,0.548,0.507,0.454,0.386,0.338,0.298,0.261,0.223,0.186,0.148,0.104,0.071,
0.605,0.577,0.542,0.531,0.49,0.438,0.373,0.325,0.286,0.25,0.214,0.178,0.142,0.099,0.067,
0.589,0.561,0.527,0.516,0.475,0.424,0.361,0.314,0.276,0.241,0.206,0.171,0.135,0.094,0.063,
0.575,0.547,0.514,0.503,0.462,0.412,0.35,0.304,0.268,0.233,0.199,0.165,0.103,0.09,0.06,
0.562,0.535,0.502,0.491,0.45,0.401,0.34,0.295,0.26,0.226,0.193,0.16,0.125,0.086,0.057,
0.551,0.524,0.491,0.48,0.44,0.391,0.331,0.287,0.252,0.22,0.187,0.155,0.12,0.082,0.054,
0.541,0.514,0.481,0.47,0.43,0.382,0.323,0.28,0.245,0.213,0.182,0.15,0.116,0.078,0.051,
0.532,0.505,0.472,0.461,0.421,0.374,0.316,0.274,0.239,0.207,0.177,0.146,0.113,0.075,0.049,
0.524,0.497,0.464,0.452,0.413,0.367,0.31,0.268,0.232,0.201,0.172,0.142,0.111,0.074,0.047,
0.516,0.489,0.457,0.445,0.406,0.36,0.304,0.262,0.227,0.196,0.168,0.138,0.108,0.073,0.045,
0.508,0.482,0.45,0.438,0.399,0.354,0.298,0.257,0.222,0.192,0.164,0.135,0.106,0.072,0.044,
0.501,0.475,0.443,0.432,0.393,0.348,0.292,0.252,0.218,0.189,0.161,0.132,0.104,0.071,0.043,
0.495,0.469,0.437,0.426,0.387,0.342,0.287,0.247,0.215,0.186,0.158,0.13,0.102,0.069,0.042,
0.489,0.463,0.431,0.419,0.381,0.337,0.282,0.243,0.211,0.183,0.155,0.128,0.1,0.068,0.041,
0.483,0.457,0.425,0.414,0.376,0.332,0.278,0.239,0.208,0.18,0.153,0.126,0.098,0.067,0.041);
dim(q10) <- c(15,30);
dim(q11) <- c(15,30);
dim(q12) <- c(15,30);
dim(q20) <- c(15,30);
dim(q21) <- c(15,30);
dim(q22) <- c(15,30);
if (type == 10) q0 <- q10[,n]
else if (type == 11) q0 <- q11[,n]
else if (type == 12) q0 <- q12[,n]
else if (type == 20) q0 <- q20[,n]
else if (type == 21) q0 <- q21[,n]
else q0 <- q22[,n];
if (rev) {
res <- qtable(p,q0,pp);
}
else {
res <- qtable(p,pp,q0);
}
res[res < 0] <- 0;
res[res > 1] <- 1;
return(res);
}
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outliers documentation built on March 26, 2022, 9:05 a.m.
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"qdixon" <-
function(p,n,type = 10, rev = FALSE)
{
if ((type == 10 || type == 0) & (n < 3 || n > 30)) stop("Sample size must be in range 3-30");
if (type == 11 & (n < 4 || n > 30)) stop("Sample size must be in range 4-30");
if (type == 12 & (n < 5 || n > 30)) stop("Sample size must be in range 5-30");
if (type == 20 & (n < 4 || n > 30)) stop("Sample size must be in range 4-30");
if (type == 21 & (n < 5 || n > 30)) stop("Sample size must be in range 5-30");
if (type == 22 & (n < 6 || n > 30)) stop("Sample size must be in range 6-30");
if (sum(c(0,10,11,12,20,21,22) == type) == 0) stop ("Incorrect type");
if (type == 0) {
if (n <= 7) type <- 10
else if (n > 7 & n <=10) type <- 11
else if (n > 10 & n <=13) type <-21
else type <-22
}
pp <- c(0.005,0.01,0.02,0.025,0.05,0.1,0.2,0.3,0.4,0.5,
0.6,0.7,0.8,0.9,0.95);
q10 <- c(
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
0.994,0.988,0.976,0.97,0.941,0.886,0.781,0.684,0.591,0.5,0.409,0.316,0.219,0.114,0.059,
0.926,0.889,0.846,0.829,0.765,0.679,0.56,0.471,0.394,0.324,0.257,0.193,0.13,0.065,0.033,
0.821,0.78,0.729,0.71,0.642,0.557,0.451,0.373,0.308,0.25,0.196,0.146,0.097,0.048,0.023,
0.74,0.698,0.644,0.625,0.56,0.482,0.386,0.318,0.261,0.21,0.164,0.121,0.079,0.038,0.018,
0.68,0.637,0.586,0.568,0.507,0.434,0.344,0.281,0.23,0.184,0.143,0.105,0.068,0.032,0.016,
0.634,0.59,0.543,0.526,0.468,0.399,0.314,0.255,0.208,0.166,0.128,0.094,0.06,0.029,0.014,
0.598,0.555,0.51,0.493,0.437,0.37,0.29,0.234,0.191,0.152,0.118,0.086,0.055,0.026,0.013,
0.568,0.527,0.483,0.466,0.412,0.349,0.273,0.219,0.178,0.142,0.11,0.08,0.051,0.025,0.012,
0.542,0.502,0.46,0.444,0.392,0.332,0.259,0.208,0.168,0.133,0.103,0.074,0.048,0.023,0.011,
0.522,0.482,0.441,0.426,0.376,0.318,0.247,0.197,0.16,0.126,0.097,0.07,0.047,0.022,0.011,
0.503,0.465,0.425,0.41,0.361,0.305,0.237,0.188,0.153,0.12,0.092,0.067,0.043,0.021,0.01,
0.488,0.45,0.411,0.396,0.349,0.294,0.228,0.181,0.147,0.115,0.088,0.064,0.041,0.02,0.01,
0.475,0.438,0.399,0.384,0.338,0.285,0.22,0.175,0.141,0.111,0.085,0.062,0.04,0.019,0.01,
0.463,0.426,0.388,0.374,0.329,0.277,0.213,0.169,0.136,0.107,0.082,0.06,0.039,0.019,0.009,
0.452,0.416,0.379,0.365,0.32,0.269,0.207,0.165,0.132,0.104,0.08,0.058,0.038,0.018,0.009,
0.442,0.407,0.37,0.356,0.313,0.263,0.202,0.16,0.128,0.101,0.078,0.056,0.036,0.018,0.009,
0.433,0.398,0.363,0.349,0.306,0.258,0.197,0.157,0.125,0.098,0.076,0.055,0.036,0.017,0.008,
0.425,0.391,0.356,0.342,0.3,0.252,0.193,0.153,0.122,0.096,0.074,0.053,0.035,0.017,0.008,
0.418,0.384,0.35,0.337,0.295,0.247,0.189,0.15,0.119,0.094,0.072,0.052,0.034,0.016,0.008,
0.411,0.378,0.344,0.331,0.29,0.242,0.185,0.147,0.117,0.092,0.071,0.051,0.033,0.016,0.008,
0.404,0.372,0.338,0.326,0.285,0.238,0.182,0.144,0.115,0.09,0.069,0.05,0.033,0.016,0.008,
0.399,0.367,0.333,0.321,0.281,0.234,0.179,0.142,0.113,0.089,0.068,0.049,0.032,0.016,0.008,
0.393,0.362,0.329,0.317,0.277,0.23,0.176,0.139,0.111,0.088,0.067,0.048,0.032,0.015,0.008,
0.388,0.357,0.324,0.312,0.273,0.227,0.173,0.137,0.109,0.086,0.066,0.047,0.031,0.015,0.007,
0.384,0.353,0.32,0.308,0.269,0.224,0.171,0.135,0.108,0.085,0.065,0.047,0.031,0.015,0.007,
0.38,0.349,0.316,0.305,0.266,0.22,0.168,0.133,0.106,0.084,0.064,0.046,0.03,0.015,0.007,
0.376,0.345,0.312,0.301,0.263,0.218,0.166,0.131,0.105,0.083,0.063,0.046,0.03,0.014,0.007,
0.372,0.341,0.309,0.298,0.26,0.215,0.164,0.13,0.103,0.082,0.062,0.045,0.029,0.014,0.007);
q11 <- c(
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
0.995,0.991,0.981,0.977,0.955,0.91,0.822,0.737,0.648,0.554,0.459,0.362,0.25,0.131,0.069,
0.937,0.916,0.876,0.863,0.807,0.728,0.615,0.524,0.444,0.369,0.296,0.224,0.151,0.078,0.039,
0.839,0.805,0.763,0.748,0.689,0.609,0.502,0.42,0.35,0.288,0.227,0.169,0.113,0.056,0.028,
0.782,0.74,0.689,0.673,0.61,0.53,0.432,0.359,0.298,0.241,0.189,0.14,0.093,0.045,0.022,
0.725,0.683,0.631,0.615,0.554,0.479,0.385,0.318,0.26,0.21,0.164,0.121,0.079,0.037,0.019,
0.677,0.635,0.587,0.57,0.512,0.441,0.352,0.288,0.236,0.189,0.148,0.107,0.07,0.033,0.016,
0.639,0.597,0.551,0.534,0.477,0.409,0.325,0.265,0.216,0.173,0.134,0.098,0.063,0.03,0.014,
0.606,0.566,0.521,0.505,0.45,0.385,0.305,0.248,0.202,0.161,0.124,0.09,0.058,0.028,0.013,
0.58,0.541,0.498,0.481,0.428,0.367,0.289,0.234,0.19,0.15,0.116,0.084,0.055,0.026,0.012,
0.558,0.52,0.477,0.461,0.41,0.35,0.275,0.222,0.18,0.142,0.109,0.079,0.052,0.025,0.012,
0.539,0.502,0.46,0.445,0.395,0.336,0.264,0.212,0.171,0.135,0.104,0.075,0.049,0.024,0.011,
0.522,0.486,0.445,0.43,0.381,0.323,0.253,0.203,0.164,0.129,0.099,0.072,0.047,0.023,0.011,
0.508,0.472,0.432,0.417,0.369,0.313,0.244,0.196,0.158,0.124,0.095,0.096,0.045,0.022,0.011,
0.495,0.46,0.42,0.406,0.359,0.303,0.236,0.19,0.152,0.119,0.092,0.067,0.044,0.021,0.01,
0.484,0.449,0.41,0.396,0.349,0.295,0.229,0.184,0.148,0.116,0.089,0.065,0.042,0.02,0.01,
0.473,0.439,0.4,0.386,0.341,0.288,0.223,0.179,0.143,0.112,0.087,0.063,0.041,0.02,0.01,
0.464,0.43,0.392,0.379,0.334,0.282,0.218,0.174,0.139,0.11,0.084,0.061,0.04,0.019,0.01,
0.455,0.421,0.384,0.371,0.327,0.276,0.213,0.17,0.136,0.107,0.082,0.059,0.039,0.019,0.009,
0.446,0.414,0.377,0.364,0.32,0.27,0.208,0.166,0.132,0.104,0.081,0.058,0.038,0.018,0.009,
0.439,0.407,0.371,0.357,0.314,0.265,0.204,0.163,0.13,0.102,0.079,0.056,0.037,0.018,0.009,
0.432,0.4,0.365,0.352,0.309,0.26,0.2,0.16,0.127,0.1,0.077,0.055,0.036,0.018,0.009,
0.426,0.394,0.359,0.346,0.304,0.255,0.197,0.156,0.124,0.098,0.076,0.054,0.036,0.017,0.009,
0.42,0.389,0.354,0.341,0.299,0.25,0.193,0.154,0.122,0.096,0.074,0.053,0.035,0.017,0.008,
0.414,0.383,0.349,0.337,0.295,0.246,0.19,0.151,0.12,0.095,0.073,0.052,0.034,0.017,0.008,
0.409,0.378,0.344,0.332,0.291,0.243,0.188,0.149,0.118,0.093,0.072,0.051,0.034,0.016,0.008,
0.404,0.374,0.34,0.328,0.287,0.239,0.185,0.146,0.116,0.092,0.07,0.051,0.033,0.016,0.008,
0.399,0.369,0.336,0.324,0.283,0.236,0.182,0.144,0.115,0.09,0.069,0.05,0.032,0.016,0.008);
q12 <- c(
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
0.996,0.992,0.984,0.98,0.96,0.919,0.838,0.755,0.669,0.579,0.483,0.381,0.268,0.143,0.074,
0.951,0.925,0.891,0.878,0.824,0.745,0.635,0.545,0.465,0.39,0.316,0.24,0.165,0.088,0.049,
0.875,0.836,0.791,0.773,0.712,0.636,0.528,0.445,0.374,0.307,0.245,0.183,0.123,0.064,0.031,
0.797,0.76,0.708,0.692,0.632,0.557,0.456,0.382,0.317,0.258,0.203,0.152,0.101,0.056,0.025,
0.739,0.702,0.656,0.639,0.58,0.504,0.409,0.339,0.27,0.227,0.177,0.13,0.086,0.044,0.021,
0.694,0.655,0.61,0.594,0.537,0.464,0.373,0.308,0.258,0.204,0.158,0.116,0.075,0.038,0.019,
0.658,0.619,0.575,0.559,0.502,0.431,0.345,0.283,0.232,0.187,0.145,0.106,0.069,0.035,0.017,
0.629,0.59,0.546,0.529,0.473,0.406,0.324,0.265,0.217,0.174,0.135,0.098,0.063,0.032,0.016,
0.602,0.564,0.521,0.505,0.451,0.387,0.307,0.25,0.204,0.163,0.126,0.092,0.059,0.03,0.015,
0.58,0.542,0.501,0.485,0.432,0.369,0.292,0.237,0.193,0.153,0.118,0.086,0.055,0.028,0.014,
0.56,0.523,0.482,0.467,0.416,0.354,0.28,0.226,0.184,0.146,0.112,0.082,0.053,0.026,0.013,
0.544,0.508,0.467,0.452,0.401,0.341,0.269,0.217,0.177,0.139,0.107,0.078,0.05,0.025,0.013,
0.529,0.493,0.453,0.438,0.388,0.33,0.259,0.209,0.17,0.134,0.103,0.075,0.048,0.024,0.012,
0.516,0.48,0.44,0.426,0.377,0.32,0.251,0.202,0.163,0.129,0.099,0.072,0.047,0.023,0.012,
0.504,0.469,0.429,0.415,0.367,0.311,0.243,0.196,0.157,0.125,0.096,0.069,0.045,0.022,0.011,
0.493,0.458,0.419,0.405,0.358,0.303,0.237,0.191,0.153,0.121,0.093,0.067,0.044,0.022,0.011,
0.483,0.449,0.41,0.396,0.349,0.296,0.231,0.186,0.148,0.118,0.09,0.065,0.042,0.021,0.01,
0.474,0.44,0.402,0.388,0.342,0.29,0.225,0.181,0.145,0.114,0.088,0.063,0.041,0.02,0.01,
0.465,0.432,0.394,0.381,0.336,0.284,0.22,0.176,0.141,0.112,0.086,0.062,0.04,0.02,0.01,
0.457,0.423,0.387,0.374,0.33,0.278,0.216,0.173,0.138,0.109,0.084,0.06,0.039,0.019,0.01,
0.45,0.417,0.381,0.368,0.324,0.273,0.212,0.169,0.135,0.107,0.082,0.059,0.038,0.019,0.009,
0.443,0.411,0.375,0.362,0.319,0.268,0.208,0.166,0.132,0.105,0.08,0.058,0.037,0.019,0.009,
0.437,0.405,0.37,0.357,0.314,0.263,0.204,0.163,0.13,0.103,0.079,0.057,0.037,0.018,0.009,
0.431,0.399,0.365,0.352,0.309,0.259,0.201,0.16,0.128,0.101,0.077,0.056,0.036,0.018,0.009,
0.426,0.394,0.36,0.347,0.305,0.255,0.197,0.157,0.126,0.009,0.076,0.055,0.035,0.017,0.009,
0.42,0.389,0.355,0.343,0.301,0.251,0.194,0.154,0.124,0.098,0.075,0.054,0.035,0.017,0.009);
q20 <- c(
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
0.996,0.992,0.987,0.983,0.967,0.935,0.871,0.807,0.743,0.676,0.606,0.529,0.44,0.321,0.235,
0.95,0.929,0.901,0.89,0.845,0.782,0.694,0.623,0.56,0.5,0.44,0.377,0.306,0.218,0.155,
0.865,0.836,0.8,0.786,0.736,0.67,0.585,0.52,0.463,0.411,0.358,0.305,0.245,0.172,0.126,
0.814,0.778,0.732,0.716,0.661,0.596,0.516,0.454,0.402,0.355,0.306,0.261,0.208,0.144,0.099,
0.746,0.71,0.67,0.657,0.607,0.545,0.468,0.41,0.361,0.317,0.274,0.23,0.184,0.125,0.085,
0.7,0.667,0.627,0.614,0.565,0.505,0.432,0.378,0.331,0.288,0.25,0.208,0.166,0.114,0.077,
0.664,0.632,0.592,0.579,0.531,0.474,0.404,0.354,0.307,0.268,0.231,0.192,0.153,0.104,0.07,
0.627,0.603,0.564,0.551,0.504,0.449,0.381,0.334,0.29,0.253,0.217,0.181,0.143,0.097,0.065,
0.612,0.579,0.54,0.527,0.481,0.429,0.362,0.216,0.274,0.239,0.205,0.172,0.136,0.091,0.06,
0.59,0.557,0.52,0.506,0.461,0.411,0.345,0.301,0.261,0.227,0.195,0.164,0.129,0.086,0.057,
0.571,0.538,0.502,0.489,0.445,0.395,0.332,0.288,0.25,0.217,0.187,0.157,0.123,0.082,0.054,
0.554,0.522,0.486,0.473,0.43,0.382,0.32,0.277,0.241,0.209,0.179,0.15,0.118,0.079,0.052,
0.539,0.508,0.472,0.46,0.418,0.37,0.31,0.268,0.233,0.202,0.173,0.144,0.113,0.076,0.05,
0.526,0.495,0.46,0.447,0.406,0.359,0.301,0.26,0.226,0.195,0.167,0.139,0.109,0.074,0.049,
0.514,0.484,0.449,0.437,0.397,0.35,0.293,0.252,0.219,0.189,0.162,0.134,0.105,0.071,0.048,
0.503,0.473,0.439,0.427,0.387,0.341,0.286,0.246,0.213,0.184,0.157,0.13,0.101,0.069,0.047,
0.494,0.464,0.43,0.418,0.378,0.333,0.279,0.24,0.208,0.179,0.152,0.126,0.098,0.067,0.046,
0.485,0.455,0.422,0.41,0.371,0.326,0.273,0.235,0.203,0.175,0.148,0.123,0.096,0.065,0.045,
0.477,0.447,0.414,0.402,0.364,0.32,0.267,0.23,0.199,0.171,0.145,0.12,0.094,0.064,0.044,
0.469,0.44,0.407,0.395,0.358,0.314,0.262,0.225,0.195,0.167,0.142,0.117,0.092,0.062,0.043,
0.462,0.434,0.401,0.39,0.352,0.309,0.258,0.221,0.192,0.164,0.139,0.114,0.09,0.061,0.042,
0.456,0.428,0.395,0.383,0.346,0.304,0.254,0.217,0.189,0.161,0.136,0.112,0.089,0.06,0.041,
0.45,0.422,0.39,0.379,0.342,0.3,0.25,0.214,0.186,0.158,0.134,0.11,0.087,0.059,0.041,
0.444,0.417,0.385,0.374,0.338,0.296,0.246,0.211,0.183,0.156,0.132,0.109,0.086,0.058,0.04,
0.439,0.412,0.381,0.37,0.333,0.292,0.243,0.208,0.18,0.154,0.13,0.107,0.085,0.058,0.04,
0.434,0.407,0.376,0.365,0.329,0.288,0.239,0.205,0.177,0.151,0.128,0.106,0.083,0.057,0.039,
0.428,0.402,0.372,0.361,0.326,0.285,0.236,0.202,0.175,0.149,0.126,0.104,0.082,0.056,0.039);
q21 <- c(
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
0.998,0.995,0.99,0.987,0.976,0.952,0.902,0.82,0.795,0.735,0.669,0.594,0.504,0.374,0.273,
0.97,0.951,0.924,0.913,0.872,0.821,0.745,0.68,0.621,0.563,0.504,0.439,0.364,0.268,0.195,
0.919,0.885,0.842,0.828,0.78,0.725,0.637,0.575,0.517,0.462,0.408,350,0.285,0.198,0.138,
0.868,0.829,0.78,0.763,0.71,0.65,0.57,0.509,0.454,0.402,0.352,0.298,0.24,0.166,0.117,
0.816,0.776,0.725,0.71,0.657,0.594,0.516,0.458,0.407,0.36,0.313,0.265,0.212,0.146,0.103,
0.76,0.726,0.678,0.664,0.612,0.551,0.474,0.42,0.374,0.329,0.286,0.24,0.189,0.13,0.089,
0.713,0.679,0.638,0.625,0.576,0.517,0.442,0.391,0.348,0.305,0.265,0.221,0.173,0.118,0.08,
0.675,0.642,0.605,0.592,0.546,0.49,0.419,0.37,0.326,0.285,0.247,0.206,0.161,0.11,0.074,
0.649,0.615,0.578,0.565,0.521,0.467,0.399,0.351,0.308,0.269,0.232,0.194,0.152,0.104,0.07,
0.627,0.593,0.556,0.544,0.501,0.448,0.381,0.334,0.293,0.256,0.219,0.184,0.144,0.099,0.066,
0.607,0.574,0.537,0.525,0.483,0.431,0.366,0.319,0.28,0.245,0.208,0.175,0.138,0.094,0.062,
0.58,0.557,0.521,0.509,0.467,0.416,0.353,0.307,0.269,0.235,0.199,0.167,0.132,0.09,0.059,
0.573,0.542,0.507,0.495,0.453,0.403,0.341,0.296,0.259,0.225,0.192,0.161,0.127,0.086,0.057,
0.559,0.529,0.494,0.482,0.44,0.391,0.331,0.287,0.25,0.218,0.186,0.155,0.122,0.082,0.054,
0.547,0.517,0.482,0.469,0.428,0.38,0.322,0.279,0.243,0.211,0.18,0.15,0.117,0.078,0.052,
0.536,0.506,0.472,0.46,0.419,0.371,0.314,0.271,0.236,0.205,0.174,0.145,0.113,0.075,0.05,
0.526,0.496,0.462,0.45,0.41,0.363,0.306,0.264,0.229,0.199,0.17,0.141,0.11,0.073,0.049,
0.517,0.487,0.453,0.441,0.402,0.356,0.299,0.258,0.223,0.194,0.165,0.137,0.107,0.071,0.048,
0.509,0.479,0.445,0.434,0.395,0.349,0.293,0.252,0.218,0.189,0.161,0.133,0.105,0.069,0.046,
0.501,0.471,0.438,0.427,0.388,0.343,0.287,0.247,0.214,0.185,0.158,0.13,0.103,0.068,0.045,
0.493,0.464,0.431,0.42,0.382,0.337,0.282,0.242,0.21,0.181,0.154,0.127,0.1,0.067,0.043,
0.486,0.457,0.424,0.414,0.376,0.331,0.277,0.238,0.206,0.178,0.151,0.125,0.098,0.066,0.042,
0.479,0.45,0.418,0.407,0.37,0.325,0.273,0.234,0.203,0.175,0.149,0.123,0.096,0.064,0.041,
0.472,0.444,0.412,0.402,0.365,0.32,0.269,0.23,0.2,0.172,0.146,0.121,0.094,0.063,0.041,
0.466,0.438,0.406,0.396,0.36,0.316,0.265,0.227,0.197,0.17,0.144,0.119,0.092,0.062,0.04,
0.46,0.433,0.401,0.391,0.355,0.312,0.261,0.224,0.194,0.167,0.142,0.117,0.091,0.061,0.04);
q22 <- c(
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,
0.998,0.995,0.992,0.99,0.983,0.965,0.93,0.88,830,0.78,0.72,0.64,0.54,0.41,0.3,
0.97,0.945,0.919,0.909,0.881,0.85,0.78,0.73,0.67,0.61,0.54,0.47,0.39,0.27,0.2,
0.922,0.89,0.857,0.846,0.803,0.745,0.664,0.602,0.546,0.49,0.434,0.375,0.309,0.218,0.156,
0.873,0.84,0.8,0.787,0.737,0.676,0.592,0.53,0.478,0.425,0.373,0.32,0.261,0.186,0.128,
0.826,0.791,0.749,0.734,0.682,0.62,0.543,0.483,0.433,0.384,0.335,0.285,0.231,0.15,0.111,
0.781,0.745,0.703,0.688,0.637,0.578,0.503,0.446,0.397,0.351,0.305,0.258,0.208,0.142,0.099,
0.74,0.704,0.661,0.648,0.6,0.543,0.47,0.416,0.37,0.325,0.282,0.238,0.19,0.13,0.09,
0.705,0.67,0.628,0.616,0.57,0.515,0.443,0.391,0.347,0.304,0.263,0.222,0.177,0.122,0.084,
0.674,0.641,0.602,0.59,0.546,0.492,0.421,0.37,0.328,0.287,0.247,0.208,0.166,0.115,0.079,
0.647,0.616,0.579,0.568,0.525,0.472,0.402,0.353,0.312,0.273,0.234,0.196,0.156,0.109,0.075,
0.624,0.595,0.559,0.548,0.507,0.454,0.386,0.338,0.298,0.261,0.223,0.186,0.148,0.104,0.071,
0.605,0.577,0.542,0.531,0.49,0.438,0.373,0.325,0.286,0.25,0.214,0.178,0.142,0.099,0.067,
0.589,0.561,0.527,0.516,0.475,0.424,0.361,0.314,0.276,0.241,0.206,0.171,0.135,0.094,0.063,
0.575,0.547,0.514,0.503,0.462,0.412,0.35,0.304,0.268,0.233,0.199,0.165,0.103,0.09,0.06,
0.562,0.535,0.502,0.491,0.45,0.401,0.34,0.295,0.26,0.226,0.193,0.16,0.125,0.086,0.057,
0.551,0.524,0.491,0.48,0.44,0.391,0.331,0.287,0.252,0.22,0.187,0.155,0.12,0.082,0.054,
0.541,0.514,0.481,0.47,0.43,0.382,0.323,0.28,0.245,0.213,0.182,0.15,0.116,0.078,0.051,
0.532,0.505,0.472,0.461,0.421,0.374,0.316,0.274,0.239,0.207,0.177,0.146,0.113,0.075,0.049,
0.524,0.497,0.464,0.452,0.413,0.367,0.31,0.268,0.232,0.201,0.172,0.142,0.111,0.074,0.047,
0.516,0.489,0.457,0.445,0.406,0.36,0.304,0.262,0.227,0.196,0.168,0.138,0.108,0.073,0.045,
0.508,0.482,0.45,0.438,0.399,0.354,0.298,0.257,0.222,0.192,0.164,0.135,0.106,0.072,0.044,
0.501,0.475,0.443,0.432,0.393,0.348,0.292,0.252,0.218,0.189,0.161,0.132,0.104,0.071,0.043,
0.495,0.469,0.437,0.426,0.387,0.342,0.287,0.247,0.215,0.186,0.158,0.13,0.102,0.069,0.042,
0.489,0.463,0.431,0.419,0.381,0.337,0.282,0.243,0.211,0.183,0.155,0.128,0.1,0.068,0.041,
0.483,0.457,0.425,0.414,0.376,0.332,0.278,0.239,0.208,0.18,0.153,0.126,0.098,0.067,0.041);
dim(q10) <- c(15,30);
dim(q11) <- c(15,30);
dim(q12) <- c(15,30);
dim(q20) <- c(15,30);
dim(q21) <- c(15,30);
dim(q22) <- c(15,30);
if (type == 10) q0 <- q10[,n]
else if (type == 11) q0 <- q11[,n]
else if (type == 12) q0 <- q12[,n]
else if (type == 20) q0 <- q20[,n]
else if (type == 21) q0 <- q21[,n]
else q0 <- q22[,n];
if (rev) {
res <- qtable(p,q0,pp);
}
else {
res <- qtable(p,pp,q0);
}
res[res < 0] <- 0;
res[res > 1] <- 1;
return(res);
}
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