SpiceFP
Sparse Method to Identify Joint Effects of Functional Predictors
Description
A set of functions allowing to implement the 'SpiceFP' approach which is iterative. It involves transformation of functional predictors into several candidate explanatory matrices (based on contingency tables), to which relative edge matrices with contiguity constraints are associated. Generalized Fused Lasso regression are performed in order to identify the best candidate matrix, the best class intervals and related coefficients at each iteration. The approach is stopped when the maximal number of iterations is reached or when retained coefficients are zeros. Supplementary functions allow to get coefficients of any candidate matrix or mean of coefficients of many candidates. The methods in this package are describing in Girault Gnanguenon Guesse, Patrice Loisel, Bénedicte Fontez, Thierry Simonneau, Nadine Hilgert (2021) "An exploratory penalized regression to identify combined effects of functional variables -Application to agri-environmental issues" <https://hal.archives-ouvertes.fr/hal-03298977>.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | WARNING |
| r-devel-linux-x86_64-debian-gcc | WARNING |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | WARNING |
| r-release-linux-x86_64 | WARNING |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (4 non-OK)
sizes of PDF files under ‘inst/doc’
‘gs+qpdf’ made some significant size reductions:
compacted ‘article_SpiceFP.pdf’ from 710Kb to 332Kb
consider running tools::compactPDF(gs_quality = "ebook") on these files,
or build the source package with --compact-vignettes=both
sizes of PDF files under ‘inst/doc’
‘gs+qpdf’ made some significant size reductions:
compacted ‘article_SpiceFP.pdf’ from 710Kb to 332Kb
consider running tools::compactPDF(gs_quality = "ebook") on these files,
or build the source package with --compact-vignettes=both
sizes of PDF files under ‘inst/doc’
‘gs+qpdf’ made some significant size reductions:
compacted ‘article_SpiceFP.pdf’ from 710Kb to 332Kb
consider running tools::compactPDF(gs_quality = "ebook") on these files,
or build the source package with --compact-vignettes=both
sizes of PDF files under ‘inst/doc’
‘gs+qpdf’ made some significant size reductions:
compacted ‘article_SpiceFP.pdf’ from 710Kb to 332Kb
consider running tools::compactPDF(gs_quality = "ebook") on these files,
or build the source package with --compact-vignettes=both
Check History
WARNING 13 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Mar 28, 2026
sizes of PDF files under ‘inst/doc’
‘gs+qpdf’ made some significant size reductions:
compacted ‘article_SpiceFP.pdf’ from 710Kb to 332Kb
consider running tools::compactPDF(gs_quality = "ebook") on these files,
or build the source package with --compact-vignettes=both