Package: RKHSMetaMod 1.1

Halaleh Kamari

RKHSMetaMod: Ridge Group Sparse Optimization Problem for Estimation of a Meta Model Based on Reproducing Kernel Hilbert Spaces

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) <arxiv:1905.13695>).

Authors:Halaleh Kamari

RKHSMetaMod_1.1.tar.gz
RKHSMetaMod_1.1.tar.gz(r-4.5-noble)RKHSMetaMod_1.1.tar.gz(r-4.4-noble)
RKHSMetaMod_1.1.tgz(r-4.4-emscripten)RKHSMetaMod_1.1.tgz(r-4.3-emscripten)
RKHSMetaMod.pdf |RKHSMetaMod.html✨
RKHSMetaMod/json (API)

# Install 'RKHSMetaMod' in R:
install.packages('RKHSMetaMod', repos = 'https://cloud.r-project.org')
Uses libs:
  • gsl– GNU Scientific Library (GSL)
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

gslcpp

1.00 score 127 downloads 9 exports 3 dependencies

Last updated 6 years agofrom:ac09bd133e. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKApr 02 2025
R-4.5-linux-x86_64OKApr 02 2025
R-4.4-linux-x86_64OKApr 02 2025

Exports:calc_Kvgrplasso_qmu_maxpen_MetModPredErrRKHSgrplassoRKHSMetModRKHSMetMod_qmaxSI_emp

Dependencies:RcppRcppEigenRcppGSL

Citation

To cite package ‘RKHSMetaMod’ in publications use:

Kamari H (2019). RKHSMetaMod: Ridge Group Sparse Optimization Problem for Estimation of a Meta Model Based on Reproducing Kernel Hilbert Spaces. R package version 1.1, https://CRAN.R-project.org/package=RKHSMetaMod.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {RKHSMetaMod: Ridge Group Sparse Optimization Problem for
      Estimation of a Meta Model Based on Reproducing Kernel Hilbert
      Spaces},
    author = {Halaleh Kamari},
    year = {2019},
    note = {R package version 1.1},
    url = {https://CRAN.R-project.org/package=RKHSMetaMod},
  }