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Estimates the Hoeffding decomposition of an unknown function by solving ridge group sparse optimization problem based on reproducing kernel Hilbert spaces, and approximates its sensitivity indices (see Kamari, H., Huet, S. and Taupin, M.-L. (2019) <doi:10.48550/arXiv.1905.13695>).
| Version: | 1.1 |
| Imports: | Rcpp (≥ 1.0.0) |
| LinkingTo: | Rcpp, RcppEigen, RcppGSL |
| Suggests: | lhs |
| Published: | 2019-07-06 |
| DOI: | 10.32614/CRAN.package.RKHSMetaMod |
| Author: | Halaleh Kamari |
| Maintainer: | Halaleh Kamari <halaleh.kamari at univ-evry.fr> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | RKHSMetaMod results |
| Reference manual: | RKHSMetaMod.pdf |
| Package source: | RKHSMetaMod_1.1.tar.gz |
| Windows binaries: | r-devel: RKHSMetaMod_1.1.zip, r-release: RKHSMetaMod_1.1.zip, r-oldrel: RKHSMetaMod_1.1.zip |
| macOS binaries: | r-release (arm64): RKHSMetaMod_1.1.tgz, r-oldrel (arm64): RKHSMetaMod_1.1.tgz, r-release (x86_64): RKHSMetaMod_1.1.tgz, r-oldrel (x86_64): RKHSMetaMod_1.1.tgz |
| Old sources: | RKHSMetaMod archive |
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