Geoffrey J. McLachlan

Order selection with confidence for finite mixture models

2021 · arXiv (Cornell University)

The determination of the number of mixture components (the order) of a finite mixture model has been an enduring problem in statistical inference. We prove that the closed testing principle leads to a sequential testing …