Building Kriging Models from FANOVA Graphs
FANOVA graph estimation.
Building Kriging models with FANOVA graphs
Estimation of pure second order indices
Constrained MLE Optimization
Wrapper for the Kriging model prediction
Plot Graph via Package igraph
Delta Jump Plot
Plot Graph as It Changes with Delta
Prediction Function with Modified Kernel
Simulate GP values from block-addtive kernel
Threshold indices
Function to identify a suitable threshold for an estimateGraph objec...
Estimation of main index indices
Estimation and plotting of a function's FANOVA graph to identify the interaction structure and fitting, prediction and simulation of a Kriging model modified by the identified structure. The interactive function plotManipulate() can only be run on the 'RStudio IDE' with 'RStudio' package 'manipulate' loaded. 'RStudio' is freely available (<https://rstudio.com/>), and includes package 'manipulate'. The equivalent function plotTk() bases on CRAN Repository packages only. For further information on the method see Fruth, J., Roustant, O., Kuhnt, S. (2014) <doi:10.1016/j.jspi.2013.11.007>.