2 papers
stat.ME2021
Bayesian clustering using random effects models and predictive projections
Yinan Mao, David J. Nott
Linear mixed models are widely used for analyzing hierarchically structured data involving missingness and unbalanced study designs. We consider a Bayesian clustering method that c…
stat.ME2020
Detecting conflicting summary statistics in likelihood-free inference
Yinan Mao, Xueou Wang, David J. Nott +1
Bayesian likelihood-free methods implement Bayesian inference using simulation of data from the model to substitute for intractable likelihood evaluations. Most likelihood-free inf…