annotate scripts/statistics/distributions/poissrnd.m @ 14593:f4acb362b513

maint: Periodic merge of stable to default
author Jordi Gutiérrez Hermoso <jordigh@octave.org>
date Thu, 03 May 2012 00:50:03 -0400
parents f3d52523cde1 89504d0a5c5b
children 57569a35765c
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1 ## Copyright (C) 2012 Rik Wehbring
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2 ## Copyright (C) 1995-2012 Kurt Hornik
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3 ##
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4 ## This file is part of Octave.
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5 ##
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6 ## Octave is free software; you can redistribute it and/or modify it
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7 ## under the terms of the GNU General Public License as published by
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8 ## the Free Software Foundation; either version 3 of the License, or (at
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9 ## your option) any later version.
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10 ##
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11 ## Octave is distributed in the hope that it will be useful, but
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12 ## WITHOUT ANY WARRANTY; without even the implied warranty of
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13 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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14 ## General Public License for more details.
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15 ##
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16 ## You should have received a copy of the GNU General Public License
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17 ## along with Octave; see the file COPYING. If not, see
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18 ## <http://www.gnu.org/licenses/>.
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19
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20 ## -*- texinfo -*-
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21 ## @deftypefn {Function File} {} poissrnd (@var{lambda})
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22 ## @deftypefnx {Function File} {} poissrnd (@var{lambda}, @var{r})
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23 ## @deftypefnx {Function File} {} poissrnd (@var{lambda}, @var{r}, @var{c}, @dots{})
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24 ## @deftypefnx {Function File} {} poissrnd (@var{lambda}, [@var{sz}])
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25 ## Return a matrix of random samples from the Poisson distribution with
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26 ## parameter @var{lambda}.
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27 ##
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28 ## When called with a single size argument, return a square matrix with
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29 ## the dimension specified. When called with more than one scalar argument the
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30 ## first two arguments are taken as the number of rows and columns and any
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31 ## further arguments specify additional matrix dimensions. The size may also
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32 ## be specified with a vector of dimensions @var{sz}.
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33 ##
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34 ## If no size arguments are given then the result matrix is the size of
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35 ## @var{lambda}.
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36 ## @end deftypefn
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37
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38 ## Author: KH <Kurt.Hornik@wu-wien.ac.at>
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39 ## Description: Random deviates from the Poisson distribution
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40
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41 function rnd = poissrnd (lambda, varargin)
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42
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43 if (nargin < 1)
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44 print_usage ();
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45 endif
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46
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47 if (nargin == 1)
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48 sz = size (lambda);
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49 elseif (nargin == 2)
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50 if (isscalar (varargin{1}) && varargin{1} >= 0)
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51 sz = [varargin{1}, varargin{1}];
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52 elseif (isrow (varargin{1}) && all (varargin{1} >= 0))
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53 sz = varargin{1};
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54 else
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55 error ("poissrnd: dimension vector must be row vector of non-negative integers");
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56 endif
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57 elseif (nargin > 2)
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58 if (any (cellfun (@(x) (!isscalar (x) || x < 0), varargin)))
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59 error ("poissrnd: dimensions must be non-negative integers");
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60 endif
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61 sz = [varargin{:}];
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62 endif
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63
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64 if (!isscalar (lambda) && !isequal (size (lambda), sz))
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65 error ("poissrnd: LAMBDA must be scalar or of size SZ");
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66 endif
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67
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68 if (iscomplex (lambda))
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69 error ("poissrnd: LAMBDA must not be complex");
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70 endif
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71
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72 if (isa (lambda, "single"))
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73 cls = "single";
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74 else
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75 cls = "double";
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76 endif
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77
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78 if (isscalar (lambda))
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79 if (lambda >= 0 && lambda < Inf)
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80 rnd = randp (lambda, sz);
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81 if (strcmp (cls, "single"))
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82 rnd = single (rnd);
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83 endif
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84 else
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85 rnd = NaN (sz, cls);
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86 endif
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87 else
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88 rnd = NaN (sz, cls);
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89
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90 k = (lambda >= 0) & (lambda < Inf);
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91 rnd(k) = randp (lambda(k));
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92 endif
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93
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94 endfunction
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95
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96
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97 %!assert (size (poissrnd (2)), [1, 1])
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98 %!assert (size (poissrnd (ones (2,1))), [2, 1])
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99 %!assert (size (poissrnd (ones (2,2))), [2, 2])
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100 %!assert (size (poissrnd (1, 3)), [3, 3])
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101 %!assert (size (poissrnd (1, [4 1])), [4, 1])
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102 %!assert (size (poissrnd (1, 4, 1)), [4, 1])
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103
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104 %% Test class of input preserved
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105 %!assert (class (poissrnd (2)), "double")
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106 %!assert (class (poissrnd (single (2))), "single")
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107 %!assert (class (poissrnd (single ([2 2]))), "single")
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108
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109 %% Test input validation
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110 %!error poissrnd ()
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111 %!error poissrnd (1, -1)
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112 %!error poissrnd (1, ones (2))
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113 %!error poissrnd (1, 2, ones (2))
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114 %!error poissrnd (i)
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115 %!error poissrnd (1, 2, -1)
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116 %!error poissrnd (1, [2 -1 2])
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117 %!error poissrnd (ones (2,2), 3)
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118 %!error poissrnd (ones (2,2), [3, 2])
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119 %!error poissrnd (ones (2,2), 2, 3)
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120
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121 %!assert (poissrnd (0, 1, 1), 0)
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122 %!assert (poissrnd ([0, 0, 0], [1, 3]), [0 0 0])
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123