Building Kriging Models from FANOVA Graphs

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 (<>), 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) .


Reference manual

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1.5 by Sonja Kuhnt, 4 months ago

Browse source code at

Authors: Jana Fruth , Thomas Muehlenstaedt , Olivier Roustant , Malte Jastrow , Sonja Kuhnt

Documentation:   PDF Manual  

GPL-3 license

Depends on sensitivity, igraph, DiceKriging

Suggests manipulate, testthat

See at CRAN