.\" DO NOT MODIFY THIS FILE! It was generated by help2man 1.47.13. .TH GBTEST "1" "March 2022" "gbtest 6.3" "User Commands" .SH NAME gbtest \- Compute statistical tests on data .SH SYNOPSIS .B gbtest [\fI\,options\/\fR] \fI\,\/\fR .SH DESCRIPTION Compute statistical tests on data. Each test is specified by a unique name and optional parameters follows, separated by commas. Depending on the test, one, two or three columns of data are expected. '1 dist' tests expect data in [0,1] from a distribution function. '1 sample' tests expect a single columns. Test on 'pairs' expect two columns of equal length. Test on '2 samples' expect two columns of data, possibly of different length. Test on 2+ and 3+ samples expect a varying number of columns. If more columns are provided, the test is repeated for any column in the case of 1 sample test, and any couple of columns in the case of 2 sample tests. In the last case, the output is expressed in matrix format, with estimated statistics on the lower triangle and p\-scores (if requested) on the upper. The removal of 'nan' entries is automatic, and is performed consistently with the nature of the test. .PP Tests typically assume 1, 2 or 3+ samples. Available tests are: .TP D+,D\-,D,V 1 dist Kolmogorov\-Smirnov tests on cumulated data .TP W2,A2,U2 1 dist Cramer\-von Mises tests on cumulated data .TP CHI2\-1 1 samp Chi\-Sqrd, 1 samp. 2nd column: th. prob. .TP WILCO 1 samp Wilcoxon signed\-rank test (mode=0) .TP TS 1 samp Student's T (mean=0) .TP TR\-TP 1 samp Test of randomness: turning points .TP TR\-DS 1 samp Test of randomness: difference sign .TP TR\-RT 1 samp Test of randomness: rank test .TP R pairs Pearson's correlation coefficient .TP RHO pairs Spearman's Rho rank correlation .TP TAU pairs Kendall's Tau correlation .TP CHI2\-2 pairs Chi\-Sqrd, 2 samples .TP TP pairs Student's T with paired samples .TP WILCO2 pairs Wilcoxon test on paired samples .TP KS 2 samp Kolmogorov\-Smirnov test .TP T 2 samp Student's T with same variances .TP TH 2 samp Student's T with different variances .TP F 2 samp F\-Test for different variances .TP WMW 2 samp Wilcoxon\-Mann\-Whitney U .TP FP 2 samp Fligner\-Policello standardized U^ .TP LEV\-MEAN 2+ samp Levene equality of variances using means .TP LEV\-MED 2+ samp Levene equality of variances using medians .TP KW 3+ samp Kruscal\-Wallis test on 3+ samples .TP CHI2\-N 3+ samp Multi\-columns contingency table analysis .SH OPTIONS .TP \fB\-p\fR compute associated significance .TP \fB\-s\fR input data are already sorted in ascending order .TP \fB\-F\fR specify the input fields separators (default " \et") .TP \fB\-o\fR set the output format (default '%12.6e') .TP \fB\-v\fR verbosity: 0 none, 1 headings, 2+ description (default 0) .TP \fB\-h\fR this help .SH EXAMPLES .TP gbtest FP < file compute the Fligner\-Policello test on the columns of 'file', considering all possible pairings. .TP gbtest KW \-p < file compute the Kruscal\-Wallis test and its p\-score on the first three columns of data in 'file' .SH AUTHOR Written by Giulio Bottazzi .SH "REPORTING BUGS" Report bugs to .PP .br Package home page .SH COPYRIGHT Copyright \(co 2001\-2018 Giulio Bottazzi This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License (version 2) as published by the Free Software Foundation; .PP 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.