Mercurial > hg > octave-lyh
diff scripts/statistics/base/studentize.m @ 3200:781c930425fd
[project @ 1998-10-29 05:23:08 by jwe]
author | jwe |
---|---|
date | Thu, 29 Oct 1998 05:23:09 +0000 |
parents | |
children | 42cb61dd0248 |
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new file mode 100644 --- /dev/null +++ b/scripts/statistics/base/studentize.m @@ -0,0 +1,47 @@ +## Copyright (C) 1995, 1996, 1997 Kurt Hornik +## +## This program is free software; you can redistribute it and/or modify +## it under the terms of the GNU General Public License as published by +## the Free Software Foundation; either version 2, or (at your option) +## any later version. +## +## This program is distributed in the hope that it will be useful, but +## WITHOUT ANY WARRANTY; without even the implied warranty of +## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU +## General Public License for more details. +## +## You should have received a copy of the GNU General Public License +## along with this file. If not, write to the Free Software Foundation, +## 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA. + +## usage: studentize (x) +## +## If x is a vector, subtract its mean and divide by its standard +## deviation. +## +## If x is a matrix, do the above for each column. + +## Author: KH <Kurt.Hornik@ci.tuwien.ac.at> +## Description: Subtract mean and divide by standard deviation + +function t = studentize (x) + + if (nargin != 1) + usage ("studentize (x)"); + endif + + if is_vector (x) + if (std (x) == 0) + t = zeros (size (x)); + else + t = (x - mean (x)) / std (x); + endif + elseif is_matrix (x) + l = ones (rows (x), 1); + t = x - l * mean (x); + t = t ./ (l * max ([std (t); !any (t)])); + else + error ("studentize: x must be a vector or a matrix."); + endif + +endfunction \ No newline at end of file