logLikelihood.NoiseKriging {rlibkriging}

Get logLikelihood of NoiseKriging Model

Description

Get logLikelihood of NoiseKriging Model

Usage

## S3 method for class 'NoiseKriging'
logLikelihood(object, ...)

Arguments

object

An S3 NoiseKriging object.

...

Not used.

Value

The logLikelihood computed for fitted \boldsymbol{theta_sigma2}.

Author(s)

Yann Richet [e-mail]

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) + X/10 * rnorm(nrow(X))

k <- NoiseKriging(y, (X/10)^2, X, kernel = "matern3_2", objective="LL")
print(k)

logLikelihood(k)