HSDiC: Homogeneity and Sparsity Detection Incorporating Prior Constraint Information

We explore sparsity and homogeneity of regression coefficients incorporating prior constraint information. A general pairwise fusion approach is proposed to deal with the sparsity and homogeneity detection when combining prior convex constraints. We develop an modified alternating direction method of multipliers algorithm (ADMM) to obtain the estimators.

Getting started

Package details

AuthorYaguang Li [aut, cre], Baisuo Jin [aut]
MaintainerYaguang Li <[email protected]>
LicenseGPL (>= 2)
Version0.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("HSDiC")

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HSDiC documentation built on Oct. 19, 2018, 5:04 p.m.