Matches in SemOpenAlex for { <https://semopenalex.org/work/W800830863> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W800830863 abstract "Hierarchical models provide a flexible way of modeling complex behavior. However, the complicated interdependencies among the parameters in the hierarchy make training such models difficult. MCMC methods have been widely used for this purpose, but can often only approximate the necessary distributions. Acceptance-rejection sampling allows for perfect simulation from these often unnormalized distributions by drawing from another distribution over the same support. The efficacy of acceptance-rejection sampling is explored through application to a small dataset which has been widely used for evaluating different methods for inference on hierarchical models. A particular algorithm is developed to draw variates from the posterior distribution. The algorithm is both verified and validated, and then finally applied to the given data, with comparisons to the results of different methods." @default.
- W800830863 created "2016-06-24" @default.
- W800830863 creator A5073359691 @default.
- W800830863 date "2015-01-01" @default.
- W800830863 modified "2023-09-27" @default.
- W800830863 title "Acceptance-Rejection Sampling with Hierarchical Models" @default.
- W800830863 cites W1985093013 @default.
- W800830863 cites W1990496309 @default.
- W800830863 cites W2083875149 @default.
- W800830863 cites W2111801929 @default.
- W800830863 cites W2152828142 @default.
- W800830863 cites W601863383 @default.
- W800830863 cites W2464045740 @default.
- W800830863 hasPublicationYear "2015" @default.
- W800830863 type Work @default.
- W800830863 sameAs 800830863 @default.
- W800830863 citedByCount "0" @default.
- W800830863 crossrefType "journal-article" @default.
- W800830863 hasAuthorship W800830863A5073359691 @default.
- W800830863 hasConcept C106131492 @default.
- W800830863 hasConcept C107673813 @default.
- W800830863 hasConcept C111350023 @default.
- W800830863 hasConcept C119857082 @default.
- W800830863 hasConcept C124101348 @default.
- W800830863 hasConcept C140779682 @default.
- W800830863 hasConcept C144986985 @default.
- W800830863 hasConcept C154945302 @default.
- W800830863 hasConcept C158424031 @default.
- W800830863 hasConcept C162324750 @default.
- W800830863 hasConcept C2776214188 @default.
- W800830863 hasConcept C31170391 @default.
- W800830863 hasConcept C31972630 @default.
- W800830863 hasConcept C34447519 @default.
- W800830863 hasConcept C41008148 @default.
- W800830863 hasConceptScore W800830863C106131492 @default.
- W800830863 hasConceptScore W800830863C107673813 @default.
- W800830863 hasConceptScore W800830863C111350023 @default.
- W800830863 hasConceptScore W800830863C119857082 @default.
- W800830863 hasConceptScore W800830863C124101348 @default.
- W800830863 hasConceptScore W800830863C140779682 @default.
- W800830863 hasConceptScore W800830863C144986985 @default.
- W800830863 hasConceptScore W800830863C154945302 @default.
- W800830863 hasConceptScore W800830863C158424031 @default.
- W800830863 hasConceptScore W800830863C162324750 @default.
- W800830863 hasConceptScore W800830863C2776214188 @default.
- W800830863 hasConceptScore W800830863C31170391 @default.
- W800830863 hasConceptScore W800830863C31972630 @default.
- W800830863 hasConceptScore W800830863C34447519 @default.
- W800830863 hasConceptScore W800830863C41008148 @default.
- W800830863 hasLocation W8008308631 @default.
- W800830863 hasOpenAccess W800830863 @default.
- W800830863 hasPrimaryLocation W8008308631 @default.
- W800830863 hasRelatedWork W1829775550 @default.
- W800830863 hasRelatedWork W1863459886 @default.
- W800830863 hasRelatedWork W1963675438 @default.
- W800830863 hasRelatedWork W1966992172 @default.
- W800830863 hasRelatedWork W1985464490 @default.
- W800830863 hasRelatedWork W2015322722 @default.
- W800830863 hasRelatedWork W2061577757 @default.
- W800830863 hasRelatedWork W2066047881 @default.
- W800830863 hasRelatedWork W2610501010 @default.
- W800830863 hasRelatedWork W2793479898 @default.
- W800830863 hasRelatedWork W3005898432 @default.
- W800830863 hasRelatedWork W3025089465 @default.
- W800830863 hasRelatedWork W3047245399 @default.
- W800830863 hasRelatedWork W3098316600 @default.
- W800830863 hasRelatedWork W3102720765 @default.
- W800830863 hasRelatedWork W3106326255 @default.
- W800830863 hasRelatedWork W3118851742 @default.
- W800830863 hasRelatedWork W3122221749 @default.
- W800830863 hasRelatedWork W3183175807 @default.
- W800830863 hasRelatedWork W862245494 @default.
- W800830863 isParatext "false" @default.
- W800830863 isRetracted "false" @default.
- W800830863 magId "800830863" @default.
- W800830863 workType "article" @default.