diff options
Diffstat (limited to 'gsl-1.9/statistics/ttest_source.c')
-rw-r--r-- | gsl-1.9/statistics/ttest_source.c | 42 |
1 files changed, 42 insertions, 0 deletions
diff --git a/gsl-1.9/statistics/ttest_source.c b/gsl-1.9/statistics/ttest_source.c new file mode 100644 index 0000000..f1ccc0b --- /dev/null +++ b/gsl-1.9/statistics/ttest_source.c @@ -0,0 +1,42 @@ +/* statistics/ttest_source.c + * + * Copyright (C) 1996, 1997, 1998, 1999, 2000 Jim Davies, Brian Gough + * + * 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 of the License, 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 program; if not, write to the Free Software + * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. + */ + +double +FUNCTION(gsl_stats,ttest) (const BASE data1[], + const size_t stride1, const size_t n1, + const BASE data2[], + const size_t stride2, const size_t n2) +{ + /* runs a t-test between two datasets representing independent + samples. Tests to see if the difference between means of the + samples is different from zero */ + + /* find means for the two samples */ + const double mean1 = FUNCTION(gsl_stats,mean) (data1, stride1, n1); + const double mean2 = FUNCTION(gsl_stats,mean) (data2, stride2, n2); + + /* find pooled variance for the two samples */ + const double pv = FUNCTION(gsl_stats,pvariance) (data1, stride1, n1, data2, stride2, n2); + + /* calculate the t statistic */ + const double t = (mean1 - mean2) / (sqrt (pv * ((1.0 / n1) + (1.0 / n2)))); + + return t; +} + |