68 citations · 71 across the 2 of their papers we have counts for
Showing math.STShow all
2 papers · 1 filter
math.ST2019★ 3 cited
Control variates and Rao-Blackwellization for deterministic sweep Markov chains
Stephen Berg, Jun Zhu, Murray K. Clayton
We study control variate methods for Markov chain Monte Carlo (MCMC) in the setting of deterministic sweep sampling using transition kernels. New variance reduction resul…
math.ST2006★ 68 cited
Resampling methods for spatial regression models under a class of stochastic designs
S. N. Lahiri, Jun Zhu
In this paper we consider the problem of bootstrapping a class of spatial regression models when the sampling sites are generated by a (possibly nonuniform) stochastic design and a…