| % rsget() - get the p-value for a given collection of l-values | |
| % (Ramberg-Schmeiser distribution) | |
| % | |
| % Usage: p = getfit(l, val) | |
| % | |
| % Input: | |
| % l - [l1 l2 l3 l4] l-values for Ramberg-Schmeiser distribution | |
| % val - value in the distribution to get a p-value estimate at | |
| % | |
| % Output: | |
| % p - p-value | |
| % | |
| % Author: Arnaud Delorme, SCCN, 2003 | |
| % | |
| % see also: rspfunc() | |
| % | |
| % Reference: Ramberg, J.S., Tadikamalla, P.R., Dudewicz E.J., Mykkytka, E.F. | |
| % A probability distribution and its uses in fitting data. | |
| % Technimetrics, 1979, 21: 201-214. | |
| % Copyright (C) 2003 Arnaud Delorme, SCCN, arno@salk.edu | |
| % | |
| % 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., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA | |
| function p = rsget( l, val); | |
| % plot the curve | |
| % -------------- | |
| %pval = linspace(0,1, 102); pval(1) = []; pval(end) = []; | |
| %rp = l(1) + (pval.^l(3) - (1-pval).^l(4))/l(2); | |
| %fp = l(2)*1./(l(3).*(pval.^(l(3)-1)) + l(4).*((1-pval).^(l(4)-1))); | |
| %figure; plot(pval, rp); | |
| %figure; plot(rp, fp); | |
| % find p value for a given val | |
| % ---------------------------- | |
| p = fminbnd('rspfunc', 0, 1, optimset('TolX',1e-300), l, val); | |