tsc: Likelihood-ratio Tests for Two-Sample Comparisons
Version 1.0-3

Performs the two-sample comparisons using the following exact test procedures: the exact likelihood-ratio test (LRT) for equality of two normal populations proposed in Zhang et al. (2012); the combined test based on the LRT and Shapiro-Wilk test for normality via the Bonferroni correction technique; the newly proposed density-based empirical likelihood (DBEL) ratio test. To calculate p-values of the DBEL procedures, three procedures are used: (a) the traditional Monte Carlo (MC) method implemented in C++, (b) a new interpolation method based on regression techniques to operate with tabulated critical values of the test statistic; (c) a Bayesian type method that uses the tabulated critical values as the prior information and MC generated DBEL-test-statistic's values as data.

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AuthorYang Zhao, Albert Vexler, Alan Hutson
Date of publication2015-01-07 17:51:11
MaintainerYang Zhao <yzhao37@buffalo.edu>
LicenseGPL (>= 2)
Version1.0-3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("tsc")

Man pages

table: Pvalue Data Tables
tsc.test: Likelihood-ratio Tests for Two-Sample Comparisons

Functions

Qhat Source code
cutval Man page
plrt Source code
simulatedata Source code
table Man page
teststatistics Source code
tsc.test Man page Source code
variance Source code

Files

src
src/model_t_s1.h
src/model_t_s1.cc
src/Interface_t_s1.cc
NAMESPACE
data
data/file.RData
R
R/variance.R
R/teststatistics.R
R/tsc.test.R
R/simulatedata.R
R/plrt.R
R/Qhat.R
MD5
DESCRIPTION
man
man/table.Rd
man/tsc.test.Rd
tsc documentation built on May 19, 2017, 11:28 p.m.