sim:
Tests under comparision for testing for homogeneity in generalized exponential tilt mixture models
Description
The function conducts the pseudolikelihood based EM test for homogeneity in generalized exponential tilt mixture models
Usage
sim(itr, K, cc, i.n, isetting, lambda, distn)
Arguments
itr
random seed
K
Number of grid values for proportion parameter lambda
cc
Tuning parameter C for penalty function
isetting
Type I error or power scenarios I II and III for simulation study
lambda
Proportion parameter lambda
i.n
Sample size setting
distn
Distribution
Value
mplrt_EM.TS
Test statistic for the proposed PLEMT test
qin.TS
Test statistic for empirical likelihood ratio test
liu.TS
Test statistic for modified empirical likelihood ratio test
t.TS
Test statistic for t-test
wilcox.p
p-value for wilcoxon test
logist.TS
Test statistic for logistic regression test
References
Hong, C., Chen Y., Ning Y., Wang S., Wu H. and Carroll R.J. (2016). PLEMT: A novel pseudolikelihood based EM test for homogeneity in generalized exponential tilt mixture model (in preparation).