annotate scripts/statistics/empirical_rnd.m @ 31706:597f3ee61a48 stable

update Octave Project Developers copyright for the new year
author John W. Eaton <jwe@octave.org>
date Fri, 06 Jan 2023 13:11:27 -0500
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1 ########################################################################
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2 ##
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3 ## Copyright (C) 1996-2023 The Octave Project Developers
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4 ##
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5 ## See the file COPYRIGHT.md in the top-level directory of this
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6 ## distribution or <https://octave.org/copyright/>.
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7 ##
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8 ## This file is part of Octave.
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9 ##
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10 ## Octave is free software: you can redistribute it and/or modify it
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11 ## under the terms of the GNU General Public License as published by
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12 ## the Free Software Foundation, either version 3 of the License, or
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13 ## (at your option) any later version.
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14 ##
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15 ## Octave is distributed in the hope that it will be useful, but
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16 ## WITHOUT ANY WARRANTY; without even the implied warranty of
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17 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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18 ## GNU General Public License for more details.
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19 ##
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20 ## You should have received a copy of the GNU General Public License
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21 ## along with Octave; see the file COPYING. If not, see
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22 ## <https://www.gnu.org/licenses/>.
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23 ##
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24 ########################################################################
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25
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26 ## -*- texinfo -*-
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27 ## @deftypefn {} {@var{rnd} =} empirical_rnd (@var{data})
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28 ## @deftypefnx {} {@var{rnd} =} empirical_rnd (@var{data}, @var{r})
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29 ## @deftypefnx {} {@var{rnd} =} empirical_rnd (@var{data}, @var{r}, @var{c}, @dots{})
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30 ## @deftypefnx {} {@var{rnd} =} empirical_rnd (@var{data}, [@var{sz}])
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31 ## Return a matrix of random samples from the empirical distribution obtained
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32 ## from the univariate sample @var{data}.
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33 ##
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34 ## When called with a single size argument, return a square matrix with
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35 ## the dimension specified. When called with more than one scalar argument the
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36 ## first two arguments are taken as the number of rows and columns and any
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37 ## further arguments specify additional matrix dimensions. The size may also
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38 ## be specified with a vector of dimensions @var{sz}.
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39 ##
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40 ## If no size arguments are given then the result matrix is a random ordering
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41 ## of the sample @var{data}.
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42 ## @end deftypefn
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43
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44 function rnd = empirical_rnd (data, varargin)
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45
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46 if (nargin < 1)
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47 print_usage ();
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48 endif
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49
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50 if (! isvector (data))
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51 error ("empirical_rnd: DATA must be a vector");
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52 endif
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53
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54 rnd = discrete_rnd (data, ones (size (data)), varargin{:});
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56 endfunction
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58
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59 %!assert (size (empirical_rnd (ones (3, 1))), [3, 1])
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60 %!assert (size (empirical_rnd (1:2, [4 1])), [4, 1])
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61 %!assert (size (empirical_rnd (1:2, 4, 1)), [4, 1])
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62
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63 ## Test class of input preserved
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64 %!assert (class (empirical_rnd (1:2, 1)), "double")
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65 %!assert (class (empirical_rnd (single (1:2), 1)), "single")
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66
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67 ## Test input validation
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68 %!error <Invalid call> empirical_rnd ()
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69 %!error empirical_rnd (ones (2), 1)
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70 %!error empirical_rnd (ones (2), 1, 1)