Package: FunChisq
Type: Package
Title: Chi-Square and Exact Tests for Non-Parametric Functional
        Dependencies
Version: 2.1.0
Date: 2015-06-29
Author: Yang Zhang, Hua Zhong, and Joe Song
Maintainer: Joe Song <joemsong@cs.nmsu.edu>
Description: Statistical hypothesis testing methods for non-parametric functional dependencies based on asymptotic chi-square and exact statistics. These tests were designed to reveal causality based on evidence from functional dependencies. They include an asymptotic non-constant functional chi-square test, an exact functional test, and a comparative functional chi-square test. The normalized functional chi-square test was used by the Best Performer NMSUSongLab in DREAM8 Breast Cancer Network Inference Challenges. These tests offer an advantage over regression analysis when a parametric functional form cannot be assumed.
License: LGPL (>= 3)
Depends: R (>= 3.0.0)
Imports: Rcpp, stats
LinkingTo: BH, Rcpp, RcppClassic
Suggests: Ckmeans.1d.dp, testthat
NeedsCompilation: yes
URL: http://www.cs.nmsu.edu/~joemsong/software,
        http://www.cs.nmsu.edu/~joemsong/publications
Packaged: 2015-06-29 16:03:44 UTC; joemsong
Repository: CRAN
Date/Publication: 2015-06-29 19:25:06