GetNeg2loglikelihoodTaperProfile: GetNeg2loglikelihoodTaperProfile

In cocons: Covariate-Based Covariance Functions for Nonstationary Spatial Modeling

GetNeg2loglikelihoodTaperProfile

Description

compute the negative 2 log likelihood based on theta

Usage

GetNeg2loglikelihoodTaperProfile(theta, par.pos, ref_taper, 
locs, x_covariates, smooth.limits, cholS, z, n, lambda, safe = TRUE)

Arguments

theta	(numeric vector) a vector with parameters values.
par.pos	(list) par.pos list.
ref_taper	(S4) spam object based on a taper based covariance function.
locs	(matrix) spatial location matrix.
x_covariates	(data.frame) design matrix.
smooth.limits	(numeric vector) smooth.limits.
cholS	(S4) Cholesky object from spam.
z	(numeric vector) a vector of observed values.
n	(integer) dim(z)[1].
lambda	(numeric) regularization parameter.
safe	(TRUE/FALSE) if TRUE returns a large pre-defined value under Cholesky errors. Default TRUE.

Value

(numeric)

Author(s)

Federico Blasi

cocons documentation built on April 4, 2025, 3:21 a.m.