Learn R Programming

rlibkriging (version 0.9-1)

logLikelihood.NuggetKriging: Get logLikelihood of NuggetKriging Model

Description

Get logLikelihood of NuggetKriging Model

Usage

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

Value

The logLikelihood computed for fitted

\(\boldsymbol{theta_alpha}\).

Arguments

object

An S3 NuggetKriging object.

...

Not used.

Author

Yann Richet yann.richet@irsn.fr

Examples

Run this code
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) + 0.1 * rnorm(nrow(X))

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

logLikelihood(k)

Run the code above in your browser using DataLab