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annotate scripts/signal/autoreg_matrix.m @ 33658:b1d6e40ac737 stable tip
NEWS.9.md: Fix typo and minor formatting changes.
* etc/NEWS.9.md: Fix typo. Adjust whitespace. Use markdown syntax for code
snippets.
author | Markus Mützel <markus.muetzel@gmx.de> |
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date | Wed, 05 Jun 2024 11:27:35 +0200 |
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1 ######################################################################## |
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2 ## |
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3 ## Copyright (C) 1995-2024 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/>. |
3426 | 7 ## |
3922 | 8 ## This file is part of Octave. |
9 ## | |
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10 ## Octave is free software: you can redistribute it and/or modify it |
3922 | 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. |
3426 | 14 ## |
3922 | 15 ## Octave is distributed in the hope that it will be useful, but |
3191 | 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. |
3426 | 19 ## |
3191 | 20 ## You should have received a copy of the GNU General Public License |
7016 | 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 ######################################################################## |
3191 | 25 |
3449 | 26 ## -*- texinfo -*- |
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27 ## @deftypefn {} {@var{x} =} autoreg_matrix (@var{y}, @var{k}) |
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28 ## Given a time series (vector) @var{y}, return a matrix with ones in the first |
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29 ## column and the first @var{k} lagged values of @var{y} in the other columns. |
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30 ## |
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31 ## In other words, for @var{t} > @var{k}, |
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32 ## @code{[1, @var{y}(@var{t}-1), @dots{}, @var{y}(@var{t}-@var{k})]} is the |
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33 ## t-th row of the result. |
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34 ## |
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35 ## The resulting matrix may be used as a regressor matrix in autoregressions. |
3449 | 36 ## @end deftypefn |
3426 | 37 |
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38 function x = autoreg_matrix (y, k) |
3191 | 39 |
40 if (nargin != 2) | |
6046 | 41 print_usage (); |
3191 | 42 endif |
3426 | 43 |
4030 | 44 if (! (isvector (y))) |
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45 error ("autoreg_matrix: Y must be a vector"); |
3191 | 46 endif |
3426 | 47 |
3191 | 48 T = length (y); |
49 y = reshape (y, T, 1); | |
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50 x = ones (T, k+1); |
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51 for j = 1 : k |
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52 x(:, j+1) = [(zeros (j, 1)); y(1:T-j)]; |
3191 | 53 endfor |
3426 | 54 |
3191 | 55 endfunction |
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56 |
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57 |
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58 %!test |
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59 %! K = 4; |
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60 %! A = zeros (1,K+1); |
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61 %! A(1) = 1; |
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62 %! B = eye (K+1); |
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63 %! B(:,1) = 1; |
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64 %! assert (autoreg_matrix (A,K), B); |
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65 |
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66 %!error <Invalid call> autoreg_matrix () |
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67 %!error <Invalid call> autoreg_matrix (1) |
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68 %!error autoreg_matrix (ones (4,1), 5) |