Description Usage Arguments Value Author(s) References Examples
The function conducts the pseudolikelihood based EM test for homogeneity in generalized exponential tilt mixture models
1 | sim(itr, K, cc, i.n, isetting, lambda, distn)
|
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 |
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 |
Chuan Hong, Yong Chen, Yang Ning, Hao Wu
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).
1 2 | # not run
#myresult=sim(itr=1234, K=10, cc=20, i.n=2, isetting=1, lambda=0.3, distn="norm")
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