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RKHSMetaMod  

Ridge Group Sparse Optimization Problem for Estimation of a Meta Model Based on Reproducing Kernel Hilbert Spaces
View on CRAN: Click here


Download and install RKHSMetaMod package within the R console
Install from CRAN:
install.packages("RKHSMetaMod")

Install from Github:
library("remotes")
install_github("cran/RKHSMetaMod")

Install by package version:
library("remotes")
install_version("RKHSMetaMod", "1.1")



Attach the package and use:
library("RKHSMetaMod")
Maintained by
Halaleh Kamari
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-07-03
Latest Update: 2019-07-06
Description:
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>).
How to cite:
Halaleh Kamari (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/web/packages/RKHSMetaMod
Previous versions and publish date:
1.0 (2019-07-03 17:10)
Other packages that cited RKHSMetaMod R package
View RKHSMetaMod citation profile
Other R packages that RKHSMetaMod depends, imports, suggests or enhances
Functions, R codes and Examples using the RKHSMetaMod R package
Some associated functions: EmSI . MetaModel . MetaModel_qmax . PredictionError . RKHSMetaMod-package . calc_q_function . fct_kv_EvaluesQ . group_lasso_function . mumax . penMetaMod_mu_gamma . 
Some associated R codes: EmSI.R . RcppExports.R .  Full RKHSMetaMod package functions and examples
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