(Conditional) Simulation via decomposition approach.
simulationDecompose(
object,
nsim = 1,
xsim,
conditionalSimulation = TRUE,
returnAll = FALSE,
...
)fit of the Kriging model (settings and parameters), of class kriging.
number of simulations
list of samples in input space, to be simulated
logical, if set to TRUE (default), the simulation is conditioned with the training data of the Kriging model. Else, the simulation is non-conditional.
if set to TRUE, a list with the simulated values (y) and the corresponding covariance matrix (covar) of the simulated samples is returned.
further arguments, not used
Returned value depends on the setting of object$simulationReturnAll
N. A. Cressie. Statistics for Spatial Data. JOHN WILEY & SONS INC, 1993.
C. Lantuejoul. Geostatistical Simulation - Models and Algorithms. Springer-Verlag Berlin Heidelberg, 2002.