1 citations · 1 across the 2 of their papers we have counts for
3 papers
stat.CO2019★ 1 cited
Finding our Way in the Dark: Approximate MCMC for Approximate Bayesian Methods
Evgeny Levi, Radu V. Craiu
With larger data at their disposal, scientists are emboldened to tackle complex questions that require sophisticated statistical models. It is not unusual for the latter to have li…
stat.AP2012
Bayesian Latent Variable Modeling of Longitudinal Family Data for Genetic Pleiotropy Studies
Lizhen Xu, Radu V. Craiu, Lei Sun
Motivated by genetic association studies of pleiotropy, we propose here a Bayesian latent variable approach to jointly study multiple outcomes or phenotypes. The proposed method mo…
math.ST2005
Multiprocess parallel antithetic coupling for backward and forward Markov Chain Monte Carlo
Radu V. Craiu, Xiao-Li Meng
Antithetic coupling is a general stratification strategy for reducing Monte Carlo variance without increasing the simulation size. The use of the antithetic principle in the Monte…