On a surprising behavior of the likelihood ratio test in non-parametric mixture models

Yan Zhang, Stanislav Volgushev

We study the likelihood ratio test in general mixture models where the base density is parametric, the null is a known fixed mixing distribution, and the alternative is a general m…