X-Git-Url: https://git.creatis.insa-lyon.fr/pubgit/?p=CreaPhase.git;a=blobdiff_plain;f=octave_packages%2Fm%2Fstatistics%2Ftests%2Ft_test.m;fp=octave_packages%2Fm%2Fstatistics%2Ftests%2Ft_test.m;h=5538c456912bb47b6b5c2fedea83441b11952488;hp=0000000000000000000000000000000000000000;hb=1c0469ada9531828709108a4882a751d2816994a;hpb=63de9f36673d49121015e3695f2c336ea92bc278

diff --git a/octave_packages/m/statistics/tests/t_test.m b/octave_packages/m/statistics/tests/t_test.m
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+## Copyright (C) 1995-2012 Kurt Hornik
+##
+## This file is part of Octave.
+##
+## Octave 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 3 of the License, or (at
+## your option) any later version.
+##
+## Octave 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 Octave; see the file COPYING.  If not, see
+## <http://www.gnu.org/licenses/>.
+
+## -*- texinfo -*-
+## @deftypefn {Function File} {[@var{pval}, @var{t}, @var{df}] =} t_test (@var{x}, @var{m}, @var{alt})
+## For a sample @var{x} from a normal distribution with unknown mean and
+## variance, perform a t-test of the null hypothesis @code{mean
+## (@var{x}) == @var{m}}.  Under the null, the test statistic @var{t}
+## follows a Student distribution with @code{@var{df} = length (@var{x})
+## - 1} degrees of freedom.
+##
+## With the optional argument string @var{alt}, the alternative of
+## interest can be selected.  If @var{alt} is @code{"!="} or
+## @code{"<>"}, the null is tested against the two-sided alternative
+## @code{mean (@var{x}) != @var{m}}.  If @var{alt} is @code{">"}, the
+## one-sided alternative @code{mean (@var{x}) > @var{m}} is considered.
+## Similarly for @var{"<"}, the one-sided alternative @code{mean
+## (@var{x}) < @var{m}} is considered.  The default is the two-sided
+## case.
+##
+## The p-value of the test is returned in @var{pval}.
+##
+## If no output argument is given, the p-value of the test is displayed.
+## @end deftypefn
+
+## Author: KH <Kurt.Hornik@wu-wien.ac.at>
+## Description: Student's one-sample t test
+
+function [pval, t, df] = t_test (x, m, alt)
+
+  if ((nargin < 2) || (nargin > 3))
+    print_usage ();
+  endif
+
+  if (! isvector (x))
+    error ("t_test: X must be a vector");
+  endif
+  if (! isscalar (m))
+    error ("t_test: M must be a scalar");
+  endif
+
+  n   = length (x);
+  df  = n - 1;
+  t   = sqrt (n) * (sum (x) / n - m) / std (x);
+  cdf = tcdf (t, df);
+
+  if (nargin == 2)
+    alt  = "!=";
+  endif
+
+  if (! ischar (alt))
+    error ("t_test: ALT must be a string");
+  endif
+  if (strcmp (alt, "!=") || strcmp (alt, "<>"))
+    pval = 2 * min (cdf, 1 - cdf);
+  elseif strcmp (alt, ">")
+    pval = 1 - cdf;
+  elseif strcmp (alt, "<")
+    pval = cdf;
+  else
+    error ("t_test: option %s not recognized", alt);
+  endif
+
+  if (nargout == 0)
+    printf ("  pval: %g\n", pval);
+  endif
+
+endfunction