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1 ## Copyright (C) 1995, 1996, 1997 Kurt Hornik |
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2 ## |
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3 ## This program is free software; you can redistribute it and/or modify |
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4 ## it under the terms of the GNU General Public License as published by |
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5 ## the Free Software Foundation; either version 2, or (at your option) |
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6 ## any later version. |
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7 ## |
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8 ## This program is distributed in the hope that it will be useful, but |
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9 ## WITHOUT ANY WARRANTY; without even the implied warranty of |
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10 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU |
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11 ## General Public License for more details. |
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12 ## |
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13 ## You should have received a copy of the GNU General Public License |
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14 ## along with this file. If not, write to the Free Software Foundation, |
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15 ## 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA. |
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16 |
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17 ## -*- texinfo -*- |
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18 ## @deftypefn {Function File} {} uniform_pdf (@var{x}, @var{a}, @var{b}) |
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19 ## For each element of @var{x}, compute the PDF at @var{x} of the uniform |
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20 ## distribution on [@var{a}, @var{b}]. |
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21 ## |
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22 ## Default values are @var{a} = 0, @var{b} = 1. |
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23 ## @end deftypefn |
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24 |
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25 ## Author: KH <Kurt.Hornik@ci.tuwien.ac.at> |
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26 ## Description: PDF of the uniform distribution |
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27 |
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28 function pdf = uniform_pdf (x, a, b) |
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29 |
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30 if (! (nargin == 1 || nargin == 3)) |
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31 usage ("uniform_pdf (x, a, b)"); |
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32 endif |
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33 |
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34 if (nargin == 1) |
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35 a = 0; |
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36 b = 1; |
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37 endif |
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38 |
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39 [retval, x, a, b] = common_size (x, a, b); |
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40 if (retval > 0) |
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41 error ("uniform_pdf: x, a and b must be of common size or scalars"); |
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42 endif |
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43 |
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44 [r, c] = size (x); |
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45 s = r * c; |
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46 x = reshape (x, 1, s); |
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47 a = reshape (a, 1, s); |
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48 b = reshape (b, 1, s); |
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49 pdf = zeros (1, s); |
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50 |
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51 k = find (isnan (x) | !(a < b)); |
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52 if (any (k)) |
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53 pdf(k) = NaN * ones (1, length (k)); |
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54 endif |
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55 |
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56 k = find ((x > a) & (x < b)); |
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57 if (any (k)) |
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58 pdf(k) = 1 ./ (b(k) - a(k)); |
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59 endif |
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60 |
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61 pdf = reshape (pdf, r, c); |
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62 |
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63 endfunction |