Package: HDLSSkST
Type: Package
Title: Distribution-Free Exact High Dimensional Low Sample Size
        k-Sample Tests
Version: 1.0
Date: 2020-07-30
Authors@R: c(person("Biplab", "Paul", role = c("aut", "cre"), email = "biplab.paul@niser.ac.in"),
    person("Shyamal K.", "De", role = c("aut")),
    person("Anil K.", "Ghosh", role = c("aut")))
Maintainer: Biplab Paul <biplab.paul@niser.ac.in>
Description: We construct four new exact level (size) alpha tests for testing the equality 
             of k distributions, which can be conveniently used in high dimensional low sample 
             size setup based on clustering. These tests are easy to implement and distribution-free.  
             Under mild conditions, we have proved the consistency of these tests as the dimension 
             d of each observation grows to infinity, whereas the sample size remains fixed. 
             We also apply step-down-procedure (1979) for multiple testing. Details are in 
             Biplab Paul, Shyamal K De and Anil K Ghosh (2020); Soham Sarkar and Anil K Ghosh (2019) 
             <doi:10.1109/TPAMI.2019.2912599>; William M Rand (1971) <doi:10.1080/01621459.1971.10482356>;  
             Cyrus R Mehta and Nitin R Patel (1983) <doi:10.2307/2288652>; Joseph C Dunn (1973) 
             <doi:10.1080/01969727308546046>; Sture Holm (1979) <doi:10.2307/4615733>.
License: GPL (>= 2)
Imports: Rcpp (>= 1.0.3), stats, utils
LinkingTo: Rcpp
Author: Biplab Paul [aut, cre],
  Shyamal K. De [aut],
  Anil K. Ghosh [aut]
NeedsCompilation: yes
Packaged: 2020-07-30 14:09:05 UTC; GOBINDO
Repository: CRAN
Date/Publication: 2020-08-04 10:42:07 UTC
Built: R 3.6.3; x86_64-w64-mingw32; 2020-08-04 21:40:52 UTC; windows
Archs: i386, x64
