Robust estimation of mixing measures in finite mixture models

Nhat Ho, XuanLong Nguyen, Ya'acov Ritov

In finite mixture models, apart from underlying mixing measure, true kernel density function of each subpopulation in the data is, in many scenarios, unknown. Perhaps the most popu…