Package: fanovaGraph 1.5
fanovaGraph: 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) <doi:10.1016/j.jspi.2013.11.007>.
Authors:
fanovaGraph_1.5.tar.gz
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fanovaGraph.pdf |fanovaGraph.html✨
fanovaGraph/json (API)
| # Install 'fanovaGraph' in R: |
| install.packages('fanovaGraph', repos = c('https://sonjakuhnt.r-universe.dev', 'https://cloud.r-project.org')) |
- L - LHS Dataset
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 years agofrom:cab1285784. Checks:OK: 5 NOTE: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 31 2024 |
| R-4.5-win | NOTE | Oct 31 2024 |
| R-4.5-linux | NOTE | Oct 31 2024 |
| R-4.4-win | OK | Oct 31 2024 |
| R-4.4-mac | OK | Oct 31 2024 |
| R-4.3-win | OK | Oct 31 2024 |
| R-4.3-mac | OK | Oct 31 2024 |
Exports:estimateGraphi2IndexkmAdditivekmPredictWrapperplotDeltaJumpsplotGraphChangeplotManipulateplotTkpredictAdditivesimAdditivethresholdthresholdIdentificationtotalIndex
Dependencies:base64encbootbslibcachemclasscliclueclustercodetoolscolorspacecommonmarkcpp11crayonDiceKrigingdigestdplyrdtwdtwclustfansifarverfastmapflexclustfontawesomeforeachfsgenericsggplot2ggrepelgluegtablehtmltoolshttpuvigraphisobanditeratorsjquerylibjsonlitelabelinglaterlatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemodeltoolsmunsellnlmenumberspillarpkgconfigplyrpromisesproxyR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRcppThreadreshape2rlangRSpectrasassscalessensitivityshinyshinyjssourcetoolsstringistringrtibbletidyselectutf8vctrsviridisLitewithrxtable
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Building Kriging models with FANOVA graphs | fanovaGraph |
| FANOVA graph estimation. | estimateGraph print.graphlist |
| Estimation of pure second order indices | i2Index |
| Constrained MLE Optimization | kmAdditive |
| Wrapper for the Kriging model prediction | kmPredictWrapper |
| LHS Dataset | L |
| Plot Graph via Package 'igraph' | plot plot.graphlist |
| Delta Jump Plot | plotDeltaJumps |
| Plot Graph as It Changes with Delta | plotGraphChange plotManipulate plotTk |
| Prediction Function with Modified Kernel | predictAdditive |
| Simulate GP values from block-addtive kernel | simAdditive |
| Threshold indices | threshold |
| Function to identify a suitable threshold for an 'estimateGraph' object | thresholdIdentification |
| Estimation of main index indices | totalIndex |
