PTM - Penalised mixtures of t distributions

We provide an R script for fitting the PTM model, a penalised finite mixture of Student's t distributions for robust model-based clustering. Gene selection and ranking is carried out by a data re-sampling approach.

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PTM.R - Example code

PTMFun.R - Main functions

 

 

 

Reference

Cozzini A., Jasra A. and Montana G. (2011) Model-based clustering with gene ranking using penalised mixtues of heavy-tailed distributions. (2013) J. Bioinform. Comput. Biol. Vol 11

 

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