function [ldens,Dldens,D2ldens] = lpdfnorm(x,a,b) % Evaluates the logged UNIVARIATE GAUSSIAN PDF at x. % % INPUTS % x [double] m*n matrix of locations, % a [double] m*n matrix or scalar, First GAUSSIAN distribution parameters (expectation) % b [double] m*n matrix or scalar, Second GAUSSIAN distribution parameters (standard deviation). % % OUTPUTS % ldens [double] m*n matrix of logged GAUSSIAN densities evaluated at x. % % % SPECIAL REQUIREMENTS % none % Copyright (C) 2003-2017 Dynare Team % % This file is part of Dynare. % % Dynare 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 3 of the License, or % (at your option) any later version. % % Dynare 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 Dynare. If not, see . if nargin<3, b=1; end if nargin<2, a=0; end ldens = -log(b) -.5*log(2*pi) - .5*((x-a)./b).*((x-a)./b) ; if nargout >1 Dldens = - (1./b).*((x-a)./b) ; end if nargout == 3 D2ldens = - (1./b).^2 ; end