The Bernstein-von Mises theorem for Semiparametric Mixtures

Stefan Franssen, Jeanne Nguyen, Aad van der Vaart

Semiparametric mixture models are parametric models with latent variables. They are defined kernel, $p_{\hat{I}}¸(x|z)$, where z is the unknown latent variable, and $\hat{I}¸$ is the parameter…