--- /dev/null
+# Copyright (C) 2003,2004,2005 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/>.
+
+
+# The GMM objective function, for internal use by gmm_estimate
+# This is scaled so that it converges to a finite number.
+# To get the chi-square specification
+# test you need to multiply by n (the sample size)
+function obj_value = gmm_obj(theta, data, weight, moments, momentargs)
+
+ m = average_moments(theta, data, moments, momentargs);
+
+ obj_value = m' * weight *m;
+
+ if (((abs(obj_value) == Inf)) || (isnan(obj_value)))
+ obj_value = realmax;
+ endif
+
+endfunction