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annotate scripts/statistics/distributions/empirical_rnd.m @ 20830:b65888ec820e draft default tip gccjit
dmalcom gcc jit import
author | Stefan Mahr <dac922@gmx.de> |
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date | Fri, 27 Feb 2015 16:59:36 +0100 |
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1 ## Copyright (C) 2012 Rik Wehbring |
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2 ## Copyright (C) 1996-2015 Kurt Hornik |
3426 | 3 ## |
3922 | 4 ## This file is part of Octave. |
5 ## | |
6 ## Octave is free software; you can redistribute it and/or modify it | |
7 ## under the terms of the GNU General Public License as published by | |
7016 | 8 ## the Free Software Foundation; either version 3 of the License, or (at |
9 ## your option) any later version. | |
3426 | 10 ## |
3922 | 11 ## Octave is distributed in the hope that it will be useful, but |
3191 | 12 ## WITHOUT ANY WARRANTY; without even the implied warranty of |
13 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU | |
3426 | 14 ## General Public License for more details. |
15 ## | |
3191 | 16 ## You should have received a copy of the GNU General Public License |
7016 | 17 ## along with Octave; see the file COPYING. If not, see |
18 ## <http://www.gnu.org/licenses/>. | |
3191 | 19 |
3456 | 20 ## -*- texinfo -*- |
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21 ## @deftypefn {Function File} {} empirical_rnd (@var{data}) |
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22 ## @deftypefnx {Function File} {} empirical_rnd (@var{data}, @var{r}) |
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23 ## @deftypefnx {Function File} {} empirical_rnd (@var{data}, @var{r}, @var{c}, @dots{}) |
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24 ## @deftypefnx {Function File} {} empirical_rnd (@var{data}, [@var{sz}]) |
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25 ## Return a matrix of random samples from the empirical distribution obtained |
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26 ## from the univariate sample @var{data}. |
4859 | 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 a random ordering |
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35 ## of the sample @var{data}. |
3456 | 36 ## @end deftypefn |
3191 | 37 |
5428 | 38 ## Author: KH <Kurt.Hornik@wu-wien.ac.at> |
3456 | 39 ## Description: Bootstrap samples from the empirical distribution |
3426 | 40 |
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41 function rnd = empirical_rnd (data, varargin) |
4859 | 42 |
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43 if (nargin < 1) |
6046 | 44 print_usage (); |
4859 | 45 endif |
3426 | 46 |
4030 | 47 if (! isvector (data)) |
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48 error ("empirical_rnd: DATA must be a vector"); |
3191 | 49 endif |
50 | |
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51 rnd = discrete_rnd (data, ones (size (data)), varargin{:}); |
3191 | 52 |
53 endfunction | |
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54 |
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55 |
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56 %!assert (size (empirical_rnd (ones (3, 1))), [3, 1]) |
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57 %!assert (size (empirical_rnd (1:2, [4 1])), [4, 1]) |
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58 %!assert (size (empirical_rnd (1:2, 4, 1)), [4, 1]) |
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59 |
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60 ## Test class of input preserved |
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61 %!assert (class (empirical_rnd (1:2, 1)), "double") |
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62 %!assert (class (empirical_rnd (single (1:2), 1)), "single") |
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63 |
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64 ## Test input validation |
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65 %!error empirical_rnd () |
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66 %!error empirical_rnd (ones (2), 1) |
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67 %!error empirical_rnd (ones (2), 1, 1) |
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68 |