# Quadratic form objective function for optimization of the parameter vector (gaussian) # # Author: Francois Pelletier # # LGPL-3.0 ############################################################################### #' Quadratic form objective function for optimization of the parameter vector (gaussian) #' @param Y Individual data sample #' @param param Vector of parameters of the distribution function #' @param meanf Mean function of the distribution #' @param variancef Variance function of the distribution #' @param dmean Derivative in respect to the parameter vector of the mean function of the distribution #' @param dsd Derivative in respect to the parameter vector of the standard deviation function of the distribution #' @param Q Weight matrix #' @return The value of the quadratic form #' #' @author Francois Pelletier obj.gauss <- function(param,Y,meanf,variancef,dmean,dsd,Q=diag(4)) { eqn.gauss(param,Y,meanf,variancef,dmean,dsd) %*% Q %*% eqn.gauss(param,Y,meanf,variancef,dmean,dsd) }