annotate libinterp/corefcn/psi.cc @ 20161:65e22ba879f0

psi: add support to compute the polygamma function (kth-derivative). * libinterp/corefcn/psi.cc: previously, only the digamma function, k == 0, was being computed. Add support for polygamma function, add tests, and improve documentation. * liboctave/cruft/slatec-fn/dpsifn.f, liboctave/cruft/slatec-fn/psifn.f: the two functions that actually compute the the polygamma functions, copied verbatim from SLATEC, and under public domain. * liboctave/cruft/slatec-fn/module.mk: add dpsifn.f and psifn.f to the build system. * liboctave/numeric/lo-specfun.cc: add new signature for function psi to compute polygamma function that wraps the Fortran DPSIFN and PSIFN functions. * liboctave/numeric/lo-specfun.h: declare new function and document all psi() with doxygen.
author Carnë Draug <carandraug@octave.org>
date Sun, 03 May 2015 22:52:07 +0100
parents bd565f3e0ecb
children
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rev   line source
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1 /*
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2
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3 Copyright (C) 2015 Carnë Draug
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4
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5 This file is part of Octave.
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6
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7 Octave is free software; you can redistribute it and/or modify it
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8 under the terms of the GNU General Public License as published by the
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9 Free Software Foundation; either version 3 of the License, or (at your
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10 option) any later version.
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11
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12 Octave is distributed in the hope that it will be useful, but WITHOUT
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13 ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
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14 FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
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15 for more details.
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16
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17 You should have received a copy of the GNU General Public License
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18 along with Octave; see the file COPYING. If not, see
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19 <http://www.gnu.org/licenses/>.
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20
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21 */
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22
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23 #ifdef HAVE_CONFIG_H
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24 #include <config.h>
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25 #endif
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26
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27 #include "ov.h"
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28 #include "defun.h"
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29 #include "error.h"
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30 #include "dNDArray.h"
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31 #include "fNDArray.h"
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32
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33 #include "lo-specfun.h"
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34
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35 DEFUN (psi, args, ,
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36 "-*- texinfo -*-\n\
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37 @deftypefn {Function File} {} psi (@var{z})\n\
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38 @deftypefnx {Function File} {} psi (@var{k}, @var{z})\n\
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39 Compute the psi (polygamma) function.\n\
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40 \n\
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41 The polygamma functions are the @var{k}th derivative of the logarithm\n\
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42 of the gamma function. If unspecified, @var{k} defaults to zero. A value\n\
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43 of zero computes the digamma function, a value of 1, the trigamma function,\n\
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44 and so on.\n\
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45 \n\
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46 The digamma function is defined:\n\
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47 \n\
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48 @tex\n\
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49 $$\n\
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50 \\Psi (z) = {d (log (\\Gamma (z))) \\over dx}\n\
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51 $$\n\
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52 @end tex\n\
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53 @ifnottex\n\
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54 @example\n\
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55 @group\n\
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56 psi (z) = d (log (gamma (z))) / dx\n\
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57 @end group\n\
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58 @end example\n\
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59 @end ifnottex\n\
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60 \n\
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61 When computing the digamma function (when @var{k} equals zero), @var{z}\n\
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62 can have any value real or complex value. However, for polygamma functions\n\
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63 (@var{k} higher than 0), @var{z} must be real and non-negative.\n\
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64 \n\
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65 @seealso{gamma, gammainc, gammaln}\n\
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66 @end deftypefn")
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67 {
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68 octave_value retval;
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69
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70 const octave_idx_type nargin = args.length ();
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71 if (nargin < 1 || nargin > 2)
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72 {
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73 print_usage ();
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74 return retval;
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75 }
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76
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77 const octave_value oct_z = (nargin == 1) ? args(0) : args(1);
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78 const octave_idx_type k = (nargin == 1) ? 0 : args(0).idx_type_value ();
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79 if (error_state || k < 0)
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80 {
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81 error ("psi: K must be a non-negative integer");
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82 return retval;
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83 }
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84 else if (k == 0)
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85 {
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86 #define FLOAT_BRANCH(T, A, M, E) \
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87 if (oct_z.is_ ## T ##_type ()) \
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88 { \
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89 const A ## NDArray z = oct_z.M ## array_value (); \
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90 A ## NDArray psi_z (z.dims ()); \
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91 \
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92 const E* zv = z.data (); \
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93 E* psi_zv = psi_z.fortran_vec (); \
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94 const octave_idx_type n = z.numel (); \
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95 for (octave_idx_type i = 0; i < n; i++) \
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96 *psi_zv++ = psi (*zv++); \
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97 \
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98 retval = psi_z; \
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99 }
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100
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101 if (oct_z.is_complex_type ())
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102 {
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103 FLOAT_BRANCH(double, Complex, complex_, Complex)
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104 else FLOAT_BRANCH(single, FloatComplex, float_complex_, FloatComplex)
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105 else
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106 {
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107 error ("psi: Z must be a floating point");
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108 }
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109 }
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110 else
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111 {
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112 FLOAT_BRANCH(double, , , double)
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113 else FLOAT_BRANCH(single, Float, float_, float)
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114 else
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115 {
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116 error ("psi: Z must be a floating point");
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117 }
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118 }
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119
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120 #undef FLOAT_BRANCH
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121 }
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122 else
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123 {
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124 if (! oct_z.is_real_type ())
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125 {
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126 error ("psi: Z must be real value for polygamma (K > 0)");
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127 return retval;
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128 }
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129
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130 #define FLOAT_BRANCH(T, A, M, E) \
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131 if (oct_z.is_ ## T ##_type ()) \
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132 { \
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133 const A ## NDArray z = oct_z.M ## array_value (); \
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134 A ## NDArray psi_z (z.dims ()); \
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135 \
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136 const E* zv = z.data (); \
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137 E* psi_zv = psi_z.fortran_vec (); \
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138 const octave_idx_type n = z.numel (); \
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139 for (octave_idx_type i = 0; i < n; i++) \
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140 { \
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141 if (*zv < 0) \
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142 { \
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143 error ("psi: Z must be non-negative for polygamma (K > 0)"); \
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144 return retval; \
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145 } \
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146 *psi_zv++ = psi (k, *zv++); \
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147 } \
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148 retval = psi_z; \
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149 }
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150
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151 FLOAT_BRANCH(double, , , double)
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152 else FLOAT_BRANCH(single, Float, float_, float)
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153 else
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154 {
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155 error ("psi: Z must be a floating point for polygamma (K > 0)");
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156 }
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157
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158 #undef FLOAT_BRANCH
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159 }
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160
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161 return retval;
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162 }
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163
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164 /*
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165 %!shared em
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166 %! em = 0.577215664901532860606512090082402431042; # Euler-Mascheroni Constant
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167
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168 %!assert (psi (ones (7, 3, 5)), repmat (-em, [7 3 5]))
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169 %!assert (psi ([0 1]), [-Inf -em])
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170 %!assert (psi ([-20:1]), [repmat(-Inf, [1 21]) -em])
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171 %!assert (psi (single ([0 1])), single ([-Inf -em]))
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172
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173 ## Abramowitz and Stegun, page 258, eq 6.3.5
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174 %!test
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175 %! z = [-10:.1:-.1 .1:.1:20]; # drop the 0
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176 %! assert (psi (z + 1), psi (z) + 1 ./ z, eps*1000)
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177
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178 ## Abramowitz and Stegun, page 258, eq 6.3.2
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179 %!assert (psi (1), -em)
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180
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181 ## Abramowitz and Stegun, page 258, eq 6.3.3
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182 %!assert (psi (1/2), -em - 2 * log (2))
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183
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184 ## The following tests are from Pascal Sebah and Xavier Gourdon (2002)
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185 ## "Introduction to the Gamma Function"
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186
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187 ## Interesting identities of the digamma function, in section of 5.1.3
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188 %!assert (psi (1/3), - em - (3/2) * log(3) - ((sqrt (3) / 6) * pi), eps*10)
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189 %!assert (psi (1/4), - em -3 * log (2) - pi /2)
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190 %!assert (psi (1/6), - em -2 * log (2) - (3/2) * log (3) - ((sqrt (3) / 2) * pi), eps*10)
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191
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192 ## First 6 zeros of the digamma function, in section of 5.1.5 (and also on
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193 ## Abramowitz and Stegun, page 258, eq 6.3.19)
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194 %!assert (psi ( 1.46163214496836234126265954232572132846819620400644), 0, eps)
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195 %!assert (psi (-0.504083008264455409258269304533302498955385182368579), 0, eps)
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196 %!assert (psi (-1.573498473162390458778286043690434612655040859116846), 0, eps)
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197 %!assert (psi (-2.610720868444144650001537715718724207951074010873480), 0, eps*10)
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198 %!assert (psi (-3.635293366436901097839181566946017713948423861193530), 0, eps*10)
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199 %!assert (psi (-4.653237761743142441714598151148207363719069416133868), 0, eps*100)
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200
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201 ## Tests for complex values
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202 %!shared z
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203 %! z = [-10:.1:-.1 .1:.1:20]; # drop the 0
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204
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205 ## Abramowitz and Stegun, page 259 eq 6.3.10
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206 %!assert (real (psi (i*z)), real (psi (1 - i*z)))
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207
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208 ## Abramowitz and Stegun, page 259 eq 6.3.11
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209 %!assert (imag (psi (i*z)), 1/2 .* 1./z + 1/2 * pi * coth (pi * z), eps *10)
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210
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211 ## Abramowitz and Stegun, page 259 eq 6.3.12
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212 %!assert (imag (psi (1/2 + i*z)), 1/2 * pi * tanh (pi * z), eps)
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213
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214 ## Abramowitz and Stegun, page 259 eq 6.3.13
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215 %!assert (imag (psi (1 + i*z)), - 1./(2*z) + 1/2 * pi * coth (pi * z), eps*10)
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216
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217 ## Abramowitz and Stegun, page 260 eq 6.4.5
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218 %!test
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219 %! for z = 0:20
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220 %! assert (psi (1, z + 0.5), 0.5 * (pi^2) - 4 * sum ((2*(1:z) -1) .^(-2)), eps*10)
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221 %! endfor
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222
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223 ## Abramowitz and Stegun, page 260 eq 6.4.6
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224 %!test
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225 %! z = 0.1:0.1:20;
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226 %! for n = 0:8
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227 %! ## our precision goes down really quick when computing n is too high,
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228 %! assert (psi (n, z+1), psi (n, z) + ((-1)^n) * factorial (n) * (z.^(-n-1)), 0.1)
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229 %! endfor
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230
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231 ## Test input validation
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232 %!error psi ()
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233 %!error psi (1, 2, 3)
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234 %!error <Z must be> psi ("non numeric")
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235 %!error <K must be a non-negative integer> psi (-5, 1)
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236 %!error <Z must be non-negative for polygamma> psi (5, -1)
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237 %!error <Z must be a floating point> psi (5, uint8 (-1))
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238 %!error <Z must be real value for polygamma> psi (5, 5i)
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239
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240 */