229 citations · 535 across the 9 of their papers we have counts for
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stat.ME2020★ 15 cited
Spying on the prior of the number of data clusters and the partition distribution in Bayesian cluster analysis
Jan Greve, Bettina Grün, Gertraud Malsiner-Walli +1
Cluster analysis aims at partitioning data into groups or clusters. In applications, it is common to deal with problems where the number of clusters is unknown. Bayesian mixture mo…
stat.ME2020★ 41 cited
Generalized mixtures of finite mixtures and telescoping sampling
Sylvia Frühwirth-Schnatter, Gertraud Malsiner-Walli, Bettina Grün
Within a Bayesian framework, a comprehensive investigation of mixtures of finite mixtures (MFMs), i.e., finite mixtures with a prior on the number of components, is performed. This…