Mercurial > hg > octave-nkf
annotate scripts/signal/autoreg_matrix.m @ 20788:7374a3a6d594
use new string_value method to handle value extraction errors
* urlwrite.cc: Use new string_value method.
author | John W. Eaton <jwe@octave.org> |
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date | Thu, 08 Oct 2015 17:26:40 -0400 |
parents | f1d0f506ee78 |
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1 ## Copyright (C) 1995-2015 Kurt Hornik |
3426 | 2 ## |
3922 | 3 ## This file is part of Octave. |
4 ## | |
5 ## Octave is free software; you can redistribute it and/or modify it | |
6 ## under the terms of the GNU General Public License as published by | |
7016 | 7 ## the Free Software Foundation; either version 3 of the License, or (at |
8 ## your option) any later version. | |
3426 | 9 ## |
3922 | 10 ## Octave is distributed in the hope that it will be useful, but |
3191 | 11 ## WITHOUT ANY WARRANTY; without even the implied warranty of |
12 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU | |
3426 | 13 ## General Public License for more details. |
14 ## | |
3191 | 15 ## You should have received a copy of the GNU General Public License |
7016 | 16 ## along with Octave; see the file COPYING. If not, see |
17 ## <http://www.gnu.org/licenses/>. | |
3191 | 18 |
3449 | 19 ## -*- texinfo -*- |
20 ## @deftypefn {Function File} {} autoreg_matrix (@var{y}, @var{k}) | |
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21 ## Given a time series (vector) @var{y}, return a matrix with ones in the first |
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22 ## column and the first @var{k} lagged values of @var{y} in the other columns. |
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23 ## |
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24 ## In other words, for @var{t} > @var{k}, |
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25 ## @code{[1, @var{y}(@var{t}-1), @dots{}, @var{y}(@var{t}-@var{k})]} is the |
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26 ## t-th row of the result. |
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27 ## |
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28 ## The resulting matrix may be used as a regressor matrix in autoregressions. |
3449 | 29 ## @end deftypefn |
3426 | 30 |
5428 | 31 ## Author: KH <Kurt.Hornik@wu-wien.ac.at> |
3457 | 32 ## Description: Design matrix for autoregressions |
3191 | 33 |
34 function X = autoreg_matrix (y, k) | |
35 | |
36 if (nargin != 2) | |
6046 | 37 print_usage (); |
3191 | 38 endif |
3426 | 39 |
4030 | 40 if (! (isvector (y))) |
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41 error ("autoreg_matrix: Y must be a vector"); |
3191 | 42 endif |
3426 | 43 |
3191 | 44 T = length (y); |
45 y = reshape (y, T, 1); | |
46 X = ones (T, k+1); | |
47 for j = 1 : k; | |
3273 | 48 X(:, j+1) = [(zeros (j, 1)); y(1:T-j)]; |
3191 | 49 endfor |
3426 | 50 |
3191 | 51 endfunction |
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52 |
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54 %!test |
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55 %! K = 4; |
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56 %! A = zeros (1,K+1); |
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57 %! A(1) = 1; |
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58 %! B = eye (K+1); |
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59 %! B(:,1) = 1; |
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60 %! assert (autoreg_matrix (A,K), B); |
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62 %!error autoreg_matrix () |
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63 %!error autoreg_matrix (1) |
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64 %!error autoreg_matrix (ones (4,1), 5) |
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65 |