diff scripts/statistics/base/cor.m @ 3200:781c930425fd

[project @ 1998-10-29 05:23:08 by jwe]
author jwe
date Thu, 29 Oct 1998 05:23:09 +0000
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+## 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:  cor (x [, y])
+##
+## The (i,j)-th entry of cor (x, y) is the correlation between the i-th
+## variable in x and the j-th variable in y.
+##
+## For matrices, each row is an observation and each column a variable;
+## vectors are always observations and may be row or column vectors.
+##
+## cor (x) is cor (x, x).
+
+## Author:  KH <Kurt.Hornik@ci.tuwien.ac.at>
+## Description:  Compute correlations
+
+function retval = cor (x, y)
+
+  if (nargin < 1 || nargin > 2)
+    usage ("cor (x [, y])");
+  endif
+
+  if (nargin == 2)
+    c = cov (x, y);
+    s = std (x)' * std (y);
+    retval = c ./ s;
+  elseif (nargin == 1)
+    c = cov (x);
+    s = reshape (sqrt (diag (c)), 1, columns (c));
+    retval = c ./ (s' * s);
+  endif
+
+endfunction