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Example sentences for: emmix

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McLachlan et al . [ 27] have implemented model-based clustering in a stand-alone Fortran program called EMMIX, which is freely available from the web [ 28].
It supports all the functions we described above, including multiple start of the EM algorithm using random partition or K -mean clustering, calculation of the model selection criteria AIC and BIC, and the use of the bootstrap to test a given number of components g 0 . We will use EMMIX to analyze the gene-expression data described earlier.
To determine which one is better, we applied the bootstrap method (also implemented in EMMIX) to test H 0 : g = 3 versus H 1 : g = 4. Using 100 bootstrap resamples, we were unable to reject H 0 as the resulting p value is 0.18, larger than the usual 0.05 nominal level.