2 papers
stat.ME2024
A scalable two-stage Bayesian approach accounting for exposure measurement error in environmental epidemiology
Changwoo J. Lee, Elaine Symanski, Amal Rammah +3
Accounting for exposure measurement errors has been recognized as a crucial problem in environmental epidemiology for over two decades. Bayesian hierarchical models offer a coheren…
stat.ME2022
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems
Hyunwoong Chang, Changwoo J. Lee, Zhao Tang Luo +2
The multiple-try Metropolis (MTM) algorithm is an extension of the Metropolis-Hastings (MH) algorithm by selecting the proposed state among multiple trials according to some weight…