3 citations · 3 across the 1 of their papers we have counts for
2 papers
stat.CO2021★ 3 cited
Convergence rate of a collapsed Gibbs sampler for crossed random effects models
Swarnadip Ghosh, Chenyang Zhong
In this paper, we analyze the convergence rate of a collapsed Gibbs sampler for crossed random effects models. Our results apply to a substantially larger range of models than prev…
stat.ME2020
Backfitting for large scale crossed random effects regressions
Swarnadip Ghosh, Trevor Hastie, Art B. Owen
Regression models with crossed random effect errors can be very expensive to compute. The cost of both generalized least squares and Gibbs sampling can easily grow as (or…