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 (< 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) .


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install.packages("fanovaGraph")

1.5 by Sonja Kuhnt, 17 days ago


Browse source code at https://github.com/cran/fanovaGraph


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