X-Git-Url: https://git.creatis.insa-lyon.fr/pubgit/?p=CreaPhase.git;a=blobdiff_plain;f=octave_packages%2Fm%2Fstatistics%2Fdistributions%2Fempirical_rnd.m;fp=octave_packages%2Fm%2Fstatistics%2Fdistributions%2Fempirical_rnd.m;h=d332b7ccabc7161fcdc75f1bb8a43af1415d4097;hp=0000000000000000000000000000000000000000;hb=1c0469ada9531828709108a4882a751d2816994a;hpb=63de9f36673d49121015e3695f2c336ea92bc278

diff --git a/octave_packages/m/statistics/distributions/empirical_rnd.m b/octave_packages/m/statistics/distributions/empirical_rnd.m
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+## Copyright (C) 2012 Rik Wehbring
+## Copyright (C) 1996-2012 Kurt Hornik
+##
+## This file is part of Octave.
+##
+## Octave is free software; you can redistribute it and/or modify it
+## under the terms of the GNU General Public License as published by
+## the Free Software Foundation; either version 3 of the License, or (at
+## your option) any later version.
+##
+## Octave is distributed in the hope that it will be useful, but
+## WITHOUT ANY WARRANTY; without even the implied warranty of
+## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+## General Public License for more details.
+##
+## You should have received a copy of the GNU General Public License
+## along with Octave; see the file COPYING.  If not, see
+## <http://www.gnu.org/licenses/>.
+
+## -*- texinfo -*-
+## @deftypefn  {Function File} {} empirical_rnd (@var{data})
+## @deftypefnx {Function File} {} empirical_rnd (@var{data}, @var{r})
+## @deftypefnx {Function File} {} empirical_rnd (@var{data}, @var{r}, @var{c}, @dots{})
+## @deftypefnx {Function File} {} empirical_rnd (@var{data}, [@var{sz}])
+## Return a matrix of random samples from the empirical distribution obtained
+## from the univariate sample @var{data}.
+##
+## When called with a single size argument, return a square matrix with
+## the dimension specified.  When called with more than one scalar argument the
+## first two arguments are taken as the number of rows and columns and any
+## further arguments specify additional matrix dimensions.  The size may also
+## be specified with a vector of dimensions @var{sz}.
+## 
+## If no size arguments are given then the result matrix is a random ordering
+## of the sample @var{data}.
+## @end deftypefn
+
+## Author: KH <Kurt.Hornik@wu-wien.ac.at>
+## Description: Bootstrap samples from the empirical distribution
+
+function rnd = empirical_rnd (data, varargin)
+
+  if (nargin < 1)
+    print_usage ();
+  endif
+
+  if (! isvector (data))
+    error ("empirical_rnd: DATA must be a vector");
+  endif
+
+  rnd = discrete_rnd (data, ones (size (data)), varargin{:});
+
+endfunction
+
+
+%!assert(size (empirical_rnd (ones (3, 1))), [3, 1]);
+%!assert(size (empirical_rnd (1:2, [4 1])), [4, 1]);
+%!assert(size (empirical_rnd (1:2, 4, 1)), [4, 1]);
+
+%% Test class of input preserved
+%!assert(class (empirical_rnd (1:2, 1)), "double");
+%!assert(class (empirical_rnd (single(1:2), 1)), "single");
+
+%% Test input validation
+%!error empirical_rnd ()
+%!error empirical_rnd (ones(2), 1)
+%% test data verification
+%!error empirical_rnd (ones(2), 1, 1)
+