MRFA: Fitting and Predicting Large-Scale Nonlinear Regression Problems using Multi-Resolution Functional ANOVA (MRFA) Approach

Performs the MRFA approach proposed by Sung et al. (2017+) <arXiv:1709.07064> to fit and predict nonlinear regression problems, particularly for large-scale and high-dimensional problems. The application includes deterministic or stochastic computer experiments, spatial datasets, and so on.

Getting started

Package details

AuthorChih-Li Sung
MaintainerChih-Li Sung <[email protected]>
LicenseGPL-2 | GPL-3
Version0.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("MRFA")

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MRFA documentation built on Sept. 22, 2017, 9:02 a.m.