Matches in SemOpenAlex for { <https://semopenalex.org/work/W3160258638> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W3160258638 abstract "This paper proposes a novel collapsed Gibbs sampling algorithm that marginalizes model parameters and directly samples latent attribute mastery patterns in diagnostic classification models. This estimation method makes it possible to avoid boundary problems in the estimation of model item parameters by eliminating the need to estimate such parameters. A simulation study showed the collapsed Gibbs sampling algorithm can accurately recover the true attribute mastery status in various conditions. A second simulation showed the collapsed Gibbs sampling algorithm was computationally more efficient than another MCMC sampling algorithm, implemented by JAGS. In an analysis of real data, the collapsed Gibbs sampling algorithm indicated good classification agreement with results from a previous study." @default.
- W3160258638 created "2021-05-24" @default.
- W3160258638 creator A5022894171 @default.
- W3160258638 creator A5034439596 @default.
- W3160258638 date "2020-11-27" @default.
- W3160258638 modified "2023-10-16" @default.
- W3160258638 title "Direct Estimation of Diagnostic Classification Model Attribute Mastery Profiles via a Collapsed Gibbs Sampling Algorithm" @default.
- W3160258638 doi "https://doi.org/10.31234/osf.io/9ew7f" @default.
- W3160258638 hasPublicationYear "2020" @default.
- W3160258638 type Work @default.
- W3160258638 sameAs 3160258638 @default.
- W3160258638 citedByCount "0" @default.
- W3160258638 crossrefType "posted-content" @default.
- W3160258638 hasAuthorship W3160258638A5022894171 @default.
- W3160258638 hasAuthorship W3160258638A5034439596 @default.
- W3160258638 hasBestOaLocation W31602586382 @default.
- W3160258638 hasConcept C106131492 @default.
- W3160258638 hasConcept C107673813 @default.
- W3160258638 hasConcept C111350023 @default.
- W3160258638 hasConcept C11413529 @default.
- W3160258638 hasConcept C124101348 @default.
- W3160258638 hasConcept C127413603 @default.
- W3160258638 hasConcept C134306372 @default.
- W3160258638 hasConcept C140779682 @default.
- W3160258638 hasConcept C154945302 @default.
- W3160258638 hasConcept C158424031 @default.
- W3160258638 hasConcept C201995342 @default.
- W3160258638 hasConcept C31972630 @default.
- W3160258638 hasConcept C33923547 @default.
- W3160258638 hasConcept C41008148 @default.
- W3160258638 hasConcept C62354387 @default.
- W3160258638 hasConcept C96250715 @default.
- W3160258638 hasConceptScore W3160258638C106131492 @default.
- W3160258638 hasConceptScore W3160258638C107673813 @default.
- W3160258638 hasConceptScore W3160258638C111350023 @default.
- W3160258638 hasConceptScore W3160258638C11413529 @default.
- W3160258638 hasConceptScore W3160258638C124101348 @default.
- W3160258638 hasConceptScore W3160258638C127413603 @default.
- W3160258638 hasConceptScore W3160258638C134306372 @default.
- W3160258638 hasConceptScore W3160258638C140779682 @default.
- W3160258638 hasConceptScore W3160258638C154945302 @default.
- W3160258638 hasConceptScore W3160258638C158424031 @default.
- W3160258638 hasConceptScore W3160258638C201995342 @default.
- W3160258638 hasConceptScore W3160258638C31972630 @default.
- W3160258638 hasConceptScore W3160258638C33923547 @default.
- W3160258638 hasConceptScore W3160258638C41008148 @default.
- W3160258638 hasConceptScore W3160258638C62354387 @default.
- W3160258638 hasConceptScore W3160258638C96250715 @default.
- W3160258638 hasLocation W31602586381 @default.
- W3160258638 hasLocation W31602586382 @default.
- W3160258638 hasLocation W31602586383 @default.
- W3160258638 hasOpenAccess W3160258638 @default.
- W3160258638 hasPrimaryLocation W31602586381 @default.
- W3160258638 hasRelatedWork W2108207895 @default.
- W3160258638 hasRelatedWork W2357820599 @default.
- W3160258638 hasRelatedWork W2940690269 @default.
- W3160258638 hasRelatedWork W2949949564 @default.
- W3160258638 hasRelatedWork W2967199651 @default.
- W3160258638 hasRelatedWork W3210197375 @default.
- W3160258638 hasRelatedWork W4226269572 @default.
- W3160258638 hasRelatedWork W54391150 @default.
- W3160258638 hasRelatedWork W2184220187 @default.
- W3160258638 hasRelatedWork W3008850803 @default.
- W3160258638 isParatext "false" @default.
- W3160258638 isRetracted "false" @default.
- W3160258638 magId "3160258638" @default.
- W3160258638 workType "article" @default.