rlibkriging (version 0.9-1)

logLikelihood.Kriging: Get Log-Likelihood of Kriging Model

Description

Get Log-Likelihood of Kriging Model

Usage

# S3 method for Kriging
logLikelihood(object, ...)

Value

The log-Likelihood computed for fitted

\(\boldsymbol{theta}\).

Arguments

object

An S3 Kriging object.

...

Not used.

Author

Yann Richet

Examples

f <- function(x) 1 - 1 / 2 * (sin(12 * x) / (1 + x) + 2 * cos(7 * x) * x^5 + 0.7)
set.seed(123)
X <- as.matrix(runif(10))
y <- f(X)

k <- Kriging(y, X, kernel = "matern3_2", objective="LL")
print(k)

logLikelihood(k)