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Likelihood-ratio Tests for Two-Sample Comparisons

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.

Functions in tsc

Name Description
tsc.test Likelihood-ratio Tests for Two-Sample Comparisons
table Pvalue Data Tables
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Details

Type Package
Date 2014-11-20
License GPL (>= 2)
LazyData yes
Packaged 2015-01-07 15:48:07 UTC; starvictoria
NeedsCompilation yes
Repository CRAN
Date/Publication 2015-01-07 17:51:11

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