--- /dev/null
+# Copyright (C) 2003,2004 Michael Creel <michael.creel@uab.es>
+#
+# 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, see <http://www.gnu.org/licenses/>.
+
+# Unscales parameters that were estimated using scaled data
+# primarily for use by BFGS
+function [theta_us, vartheta_us] = unscale_parameters(theta, vartheta, scalecoefs);
+ k = rows(theta);
+ A = scalecoefs {1};
+ b = scalecoefs {2};
+
+ kk = rows(b);
+ B = zeros(kk-1,kk);
+ B = [b'; B];
+
+ C = A + B;
+
+ # allow for parameters that aren't associated with x
+ if (k > kk)
+ D = zeros(kk, k - kk);
+ C = [C, D; D', eye(k - kk)];
+ endif;
+
+
+
+ theta_us = C*theta;
+ vartheta_us = C * vartheta * C';
+endfunction