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's package 'manipulate' loaded. RStudio is freely available (www.rstudio.org), and includes package 'manipulate'. The equivalent function plotTk() bases on CRAN Repository packages only.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("fanovaGraph")

1.4.8 by Jana Fruth, 4 years ago


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


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


Documentation:   PDF Manual  


GPL-3 license


Depends on sensitivity, igraph, DiceKriging

Suggests manipulate, testthat


Suggested by sensitivity.


See at CRAN