Matches in SemOpenAlex for { <https://semopenalex.org/work/W4284707239> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W4284707239 abstract "Understanding whether or not different types of students master various attributes can aid future learning remediation. In this study, two-level diagnostic classification models (DCMs) were developed to represent the probabilistic relationship between external latent classes and attribute mastery patterns. Furthermore, variational Bayesian (VB) inference and Gibbs sampling Markov chain Monte Carlo methods were developed for parameter estimation of the two-level DCMs. The results of a parameter recovery simulation study show that both techniques appropriately recovered the true parameters; Gibbs sampling in particular was slightly more accurate than VB, whereas VB performed estimation much faster than Gibbs sampling. The two-level DCMs with proposed Bayesian estimation methods were further applied to fourth-grade data obtained from the Trends in International Mathematics and Science Study 2007 and indicated that mathematical activities in the classroom could be organized into four latent classes, with each latent class connected to different attribute mastery patterns. This information can be employed in educational intervention to focus on specific latent classes and elucidate attribute patterns." @default.
- W4284707239 created "2022-07-08" @default.
- W4284707239 creator A5075097946 @default.
- W4284707239 date "2022-07-06" @default.
- W4284707239 modified "2023-10-17" @default.
- W4284707239 title "Bayesian Analysis Methods for Two-Level Diagnosis Classification Models" @default.
- W4284707239 doi "https://doi.org/10.31234/osf.io/qve76" @default.
- W4284707239 hasPublicationYear "2022" @default.
- W4284707239 type Work @default.
- W4284707239 citedByCount "0" @default.
- W4284707239 crossrefType "posted-content" @default.
- W4284707239 hasAuthorship W4284707239A5075097946 @default.
- W4284707239 hasBestOaLocation W42847072391 @default.
- W4284707239 hasConcept C101112237 @default.
- W4284707239 hasConcept C105795698 @default.
- W4284707239 hasConcept C106131492 @default.
- W4284707239 hasConcept C107673813 @default.
- W4284707239 hasConcept C111350023 @default.
- W4284707239 hasConcept C119857082 @default.
- W4284707239 hasConcept C120665830 @default.
- W4284707239 hasConcept C121332964 @default.
- W4284707239 hasConcept C140779682 @default.
- W4284707239 hasConcept C154945302 @default.
- W4284707239 hasConcept C158424031 @default.
- W4284707239 hasConcept C160234255 @default.
- W4284707239 hasConcept C192209626 @default.
- W4284707239 hasConcept C2776214188 @default.
- W4284707239 hasConcept C2777212361 @default.
- W4284707239 hasConcept C31972630 @default.
- W4284707239 hasConcept C33923547 @default.
- W4284707239 hasConcept C41008148 @default.
- W4284707239 hasConcept C70727504 @default.
- W4284707239 hasConcept C98763669 @default.
- W4284707239 hasConceptScore W4284707239C101112237 @default.
- W4284707239 hasConceptScore W4284707239C105795698 @default.
- W4284707239 hasConceptScore W4284707239C106131492 @default.
- W4284707239 hasConceptScore W4284707239C107673813 @default.
- W4284707239 hasConceptScore W4284707239C111350023 @default.
- W4284707239 hasConceptScore W4284707239C119857082 @default.
- W4284707239 hasConceptScore W4284707239C120665830 @default.
- W4284707239 hasConceptScore W4284707239C121332964 @default.
- W4284707239 hasConceptScore W4284707239C140779682 @default.
- W4284707239 hasConceptScore W4284707239C154945302 @default.
- W4284707239 hasConceptScore W4284707239C158424031 @default.
- W4284707239 hasConceptScore W4284707239C160234255 @default.
- W4284707239 hasConceptScore W4284707239C192209626 @default.
- W4284707239 hasConceptScore W4284707239C2776214188 @default.
- W4284707239 hasConceptScore W4284707239C2777212361 @default.
- W4284707239 hasConceptScore W4284707239C31972630 @default.
- W4284707239 hasConceptScore W4284707239C33923547 @default.
- W4284707239 hasConceptScore W4284707239C41008148 @default.
- W4284707239 hasConceptScore W4284707239C70727504 @default.
- W4284707239 hasConceptScore W4284707239C98763669 @default.
- W4284707239 hasLocation W42847072391 @default.
- W4284707239 hasLocation W42847072392 @default.
- W4284707239 hasOpenAccess W4284707239 @default.
- W4284707239 hasPrimaryLocation W42847072391 @default.
- W4284707239 hasRelatedWork W1597455262 @default.
- W4284707239 hasRelatedWork W1972884053 @default.
- W4284707239 hasRelatedWork W2038626737 @default.
- W4284707239 hasRelatedWork W3004547119 @default.
- W4284707239 hasRelatedWork W3123857276 @default.
- W4284707239 hasRelatedWork W3128521231 @default.
- W4284707239 hasRelatedWork W4284707239 @default.
- W4284707239 hasRelatedWork W4287870652 @default.
- W4284707239 hasRelatedWork W951898303 @default.
- W4284707239 hasRelatedWork W3123399650 @default.
- W4284707239 isParatext "false" @default.
- W4284707239 isRetracted "false" @default.
- W4284707239 workType "article" @default.