Matches in SemOpenAlex for { <https://semopenalex.org/work/W4300178703> ?p ?o ?g. }
Showing items 1 to 56 of
56
with 100 items per page.
- W4300178703 abstract "We consider a Bayesian hierarchical version of the normal theory general linear model which is practically relevant in the sense that it is general enough to have many applications and it is not straightforward to sample directly from the corresponding posterior distribution. Thus we study a block Gibbs sampler that has the posterior as its invariant distribution. In particular, we establish that the Gibbs sampler converges at a geometric rate. This allows us to establish conditions for a central limit theorem for the ergodic averages used to estimate features of the posterior. Geometric ergodicity is also a key component for using batch means methods to consistently estimate the variance of the asymptotic normal distribution. Together, our results give practitioners the tools to be as confident in inferences based on the observations from the Gibbs sampler as they would be with inferences based on random samples from the posterior. Our theoretical results are illustrated with an application to data on the cost of health plans issued by health maintenance organizations." @default.
- W4300178703 created "2022-10-03" @default.
- W4300178703 creator A5035177136 @default.
- W4300178703 creator A5075145472 @default.
- W4300178703 date "2007-12-18" @default.
- W4300178703 modified "2023-09-28" @default.
- W4300178703 title "Gibbs Sampling for a Bayesian Hierarchical General Linear Model" @default.
- W4300178703 doi "https://doi.org/10.48550/arxiv.0712.3056" @default.
- W4300178703 hasPublicationYear "2007" @default.
- W4300178703 type Work @default.
- W4300178703 citedByCount "0" @default.
- W4300178703 crossrefType "posted-content" @default.
- W4300178703 hasAuthorship W4300178703A5035177136 @default.
- W4300178703 hasAuthorship W4300178703A5075145472 @default.
- W4300178703 hasBestOaLocation W43001787031 @default.
- W4300178703 hasConcept C105795698 @default.
- W4300178703 hasConcept C107673813 @default.
- W4300178703 hasConcept C158424031 @default.
- W4300178703 hasConcept C160234255 @default.
- W4300178703 hasConcept C166785042 @default.
- W4300178703 hasConcept C177769412 @default.
- W4300178703 hasConcept C191413810 @default.
- W4300178703 hasConcept C201779956 @default.
- W4300178703 hasConcept C28826006 @default.
- W4300178703 hasConcept C33923547 @default.
- W4300178703 hasConcept C41008148 @default.
- W4300178703 hasConcept C57830394 @default.
- W4300178703 hasConceptScore W4300178703C105795698 @default.
- W4300178703 hasConceptScore W4300178703C107673813 @default.
- W4300178703 hasConceptScore W4300178703C158424031 @default.
- W4300178703 hasConceptScore W4300178703C160234255 @default.
- W4300178703 hasConceptScore W4300178703C166785042 @default.
- W4300178703 hasConceptScore W4300178703C177769412 @default.
- W4300178703 hasConceptScore W4300178703C191413810 @default.
- W4300178703 hasConceptScore W4300178703C201779956 @default.
- W4300178703 hasConceptScore W4300178703C28826006 @default.
- W4300178703 hasConceptScore W4300178703C33923547 @default.
- W4300178703 hasConceptScore W4300178703C41008148 @default.
- W4300178703 hasConceptScore W4300178703C57830394 @default.
- W4300178703 hasLocation W43001787031 @default.
- W4300178703 hasLocation W43001787032 @default.
- W4300178703 hasOpenAccess W4300178703 @default.
- W4300178703 hasPrimaryLocation W43001787031 @default.
- W4300178703 hasRelatedWork W118730952 @default.
- W4300178703 hasRelatedWork W1972437640 @default.
- W4300178703 hasRelatedWork W2162457363 @default.
- W4300178703 hasRelatedWork W2372769283 @default.
- W4300178703 hasRelatedWork W2374084297 @default.
- W4300178703 hasRelatedWork W2617021092 @default.
- W4300178703 hasRelatedWork W2970663295 @default.
- W4300178703 hasRelatedWork W3165312030 @default.
- W4300178703 hasRelatedWork W4300178703 @default.
- W4300178703 hasRelatedWork W4311862915 @default.
- W4300178703 isParatext "false" @default.
- W4300178703 isRetracted "false" @default.
- W4300178703 workType "article" @default.