most citedStatistical inference with anchored Bayesian mixture of regressions models: A case study analysis of allometric data

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stat.ME2019★ 1 cited

Statistical inference with anchored Bayesian mixture of regressions models: A case study analysis of allometric data

Deborah Kunkel, Mario Peruggia

We present an illustrative study in which we use a mixture of regressions model to improve on an ill-fitting simple linear regression model relating log brain mass to log body mass…

stat.ME2018

Anchored Bayesian Gaussian Mixture Models

Deborah Kunkel, Mario Peruggia

Finite mixtures are a flexible modeling tool for irregularly shaped densities and samples from heterogeneous populations. When modeling with mixtures using an exchangeable prior on…