Volodymyr Melnykov

On variable selection in matrix mixture modelling

2020 · Stat

Summary Finite mixture models are widely used for cluster analysis, including clustering matrix data. Nowadays, high‐dimensional matrix observations arise in a variety of fields. It is known that irrelevant variables can severely affect the performance …