fanovaGraph: Building Kriging Models from FANOVA Graphs

Share:

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.

Author
Jana Fruth, Thomas Muehlenstaedt, Olivier Roustant, Malte Jastrow
Date of publication
2015-10-21 10:08:05
Maintainer
Jana Fruth <fruth@statistik.tu-dortmund.de>
License
GPL-3
Version
1.4.8

View on CRAN

Man pages

estimateGraph
FANOVA graph estimation.
fanovaGraph-package
Building Kriging models with FANOVA graphs
i2Index
Estimation of pure second order indices
kmAdditive
Constrained MLE Optimization
kmPredictWrapper
Wrapper for the Kriging model prediction
L
LHS Dataset
plotDeltaJumps
Delta Jump Plot
plotGraphChange
Plot Graph as It Changes with Delta
plot.graphlist
Plot Graph via Package 'igraph'
predictAdditive
Prediction Function with Modified Kernel
simAdditive
Simulate GP values from block-addtive kernel
threshold
Threshold indices
thresholdIdentification
Function to identify a suitable threshold for an...
totalIndex
Estimation of main index indices

Files in this package

fanovaGraph
fanovaGraph/tests
fanovaGraph/tests/run-all.R
fanovaGraph/tests/testthat
fanovaGraph/tests/testthat/test_fullexample.R
fanovaGraph/tests/testthat/tests.R
fanovaGraph/NAMESPACE
fanovaGraph/demo
fanovaGraph/demo/Estimation.R
fanovaGraph/demo/Example6D.R
fanovaGraph/demo/Threshold.R
fanovaGraph/demo/00Index
fanovaGraph/demo/ExampleIshigami.R
fanovaGraph/CHANGELOG
fanovaGraph/data
fanovaGraph/data/L.RData
fanovaGraph/R
fanovaGraph/R/plotGraphChange.R
fanovaGraph/R/i2Index.R
fanovaGraph/R/threshold.R
fanovaGraph/R/kmPredictWrapper.R
fanovaGraph/R/plot.graphlist.R
fanovaGraph/R/simAdditive.R
fanovaGraph/R/plotDeltaJumps.R
fanovaGraph/R/AdditiveKriging.R
fanovaGraph/R/estimateGraphLiuOwen.R
fanovaGraph/R/estimateGraphFixFast.R
fanovaGraph/R/estimateGraph.R
fanovaGraph/R/interactive.R
fanovaGraph/R/estimateGraphPickFreeze.R
fanovaGraph/R/print.graphlist.R
fanovaGraph/R/thresholdIdentification.R
fanovaGraph/R/totalIndex.R
fanovaGraph/R/estimateGraphRBD.R
fanovaGraph/MD5
fanovaGraph/DESCRIPTION
fanovaGraph/man
fanovaGraph/man/thresholdIdentification.Rd
fanovaGraph/man/estimateGraph.Rd
fanovaGraph/man/threshold.Rd
fanovaGraph/man/fanovaGraph-package.Rd
fanovaGraph/man/predictAdditive.Rd
fanovaGraph/man/simAdditive.Rd
fanovaGraph/man/plotDeltaJumps.Rd
fanovaGraph/man/i2Index.Rd
fanovaGraph/man/L.Rd
fanovaGraph/man/plot.graphlist.Rd
fanovaGraph/man/kmPredictWrapper.Rd
fanovaGraph/man/totalIndex.Rd
fanovaGraph/man/plotGraphChange.Rd
fanovaGraph/man/kmAdditive.Rd