Package: HSDiC
Type: Package
Version: 0.1
Title: Homogeneity and Sparsity Detection Incorporating Prior
        Constraint Information
Authors@R: c(person("Yaguang", "Li", role = c("aut", "cre"),
                     email = "liyg@mail.ustc.edu.cn"),
              person("Baisuo", "Jin", role = "aut"))
Author: Yaguang Li [aut, cre],
  Baisuo Jin [aut]
Maintainer: Yaguang Li <liyg@mail.ustc.edu.cn>
Depends: R (>= 3.5.0), ncvreg, glmnet, quadprog, Matrix
Description: 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. 
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.1.0
NeedsCompilation: no
Packaged: 2018-10-14 10:16:45 UTC; ustcr7
Repository: CRAN
Date/Publication: 2018-10-19 14:10:03 UTC
Built: R 4.1.3; ; 2023-04-17 16:30:44 UTC; windows
