Fumiya Iwashige

Bayesian mixture modeling using a mixture of finite mixtures with normalized inverse Gaussian weights

In Bayesian inference for mixture models with an unknown number of components, a finite mixture model is usually employed that assumes prior distributions for mixing weights and the number of components. This model is called a mixture of finite mixtures (MFM). As a prior distribu...