/* Eigen_and_SSCP.c
 *
 * Copyright (C) 1993-2011 David Weenink
 *
 * 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., 675 Mass Ave, Cambridge, MA 02139, USA.
 */

/*
 djmw 20020327
 djmw 20020813 GPL header
 djmw 20040219 Eigen_and_Covariance_project added.
*/

#include "Eigen_and_SSCP.h"

static void Eigen_and_SSCP_project_ (I, thou, Any sscp) {
	iam (Eigen);
	thouart (SSCP);
	SSCP him = (SSCP) sscp;

	for (long i = 1; i <= my numberOfEigenvalues; i++) {
		for (long j = i; j <= my numberOfEigenvalues; j++) {
			double tmp = 0;
			for (long k = 1; k <= my dimension; k++) {
				for (long m = 1; m <= my dimension; m++) {
					tmp += my eigenvectors[i][k] * thy data[k][m] * my eigenvectors[j][m];
				}
			}
			his data[i][j] = his data[j][i] = tmp;
		}

		double tmp = 0;
		for (long m = 1; m <= my dimension; m++) {
			tmp += thy centroid[m] * my eigenvectors[i][m];
		}
		his centroid[i] = tmp;
	}
	his numberOfObservations = SSCP_getNumberOfObservations (thee);
}


SSCP Eigen_and_SSCP_project (I, SSCP thee) {
	try {
		iam (Eigen);
		if (thy numberOfRows != my dimension) {
			Melder_throw (U"SSCP_and_Eigen_project: dimensions don't agree.");
		}
		autoSSCP him = SSCP_create (my numberOfEigenvalues);
		Eigen_and_SSCP_project_ (me, thee, him.peek());
		return him.transfer();
	} catch (MelderError) {
		Melder_throw (U"SSCP not projected.");
	}
}

Covariance Eigen_and_Covariance_project (I, Covariance thee) {
	try {
		iam (Eigen);
		if (thy numberOfRows != my dimension) {
			Melder_throw (U"Covariance_and_Eigen_project: dimensions don't agree.");
		}
		autoCovariance him = Covariance_create (my numberOfEigenvalues);
		Eigen_and_SSCP_project_ (me, thee, him.peek());
		return him.transfer();
	} catch (MelderError) {
		Melder_throw (U"Covariance not projected.");
	}
}

/* End of file Eigen_and_SSCP.cpp */
