Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387184414> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W4387184414 abstract "The Ising model is one of the most popular models in network psychometrics. Analysis of the Ising model, however, is difficult because of the presence of an intractable normalizing constant in its probability function. As a result, exact estimation using maximum likelihood is only possible for small graphs. For larger graphs approximation methods are used. Two popular approximation methods are the joint pseudolikelihood and the disjoint pseudolikelihood. These methods are consistent but we do not know how well they perform for finite data. In this paper we study the relative performance of the two approximation methods, as well as the exact likelihood method, with respect to parameter estimation. We perform an extensive simulation study, where the estimation methods are compared in terms of bias and variance. We show that the joint pseudolikelihood is a stable and well performing approximation method of the maximum likelihood, and that the disjoint pseudolikelihood works well for large sample sizes only." @default.
- W4387184414 created "2023-09-30" @default.
- W4387184414 creator A5018217587 @default.
- W4387184414 creator A5029100305 @default.
- W4387184414 creator A5039554931 @default.
- W4387184414 creator A5045197445 @default.
- W4387184414 date "2023-09-28" @default.
- W4387184414 modified "2023-09-30" @default.
- W4387184414 title "Comparing Maximum Likelihood and Pseudo-Maximum Likelihood Estimators for the Ising Model" @default.
- W4387184414 doi "https://doi.org/10.31234/osf.io/532hd" @default.
- W4387184414 hasPublicationYear "2023" @default.
- W4387184414 type Work @default.
- W4387184414 citedByCount "0" @default.
- W4387184414 crossrefType "posted-content" @default.
- W4387184414 hasAuthorship W4387184414A5018217587 @default.
- W4387184414 hasAuthorship W4387184414A5029100305 @default.
- W4387184414 hasAuthorship W4387184414A5039554931 @default.
- W4387184414 hasAuthorship W4387184414A5045197445 @default.
- W4387184414 hasBestOaLocation W43871844141 @default.
- W4387184414 hasConcept C105795698 @default.
- W4387184414 hasConcept C11413529 @default.
- W4387184414 hasConcept C114614502 @default.
- W4387184414 hasConcept C121332964 @default.
- W4387184414 hasConcept C121864883 @default.
- W4387184414 hasConcept C121955636 @default.
- W4387184414 hasConcept C144133560 @default.
- W4387184414 hasConcept C167928553 @default.
- W4387184414 hasConcept C185429906 @default.
- W4387184414 hasConcept C196083921 @default.
- W4387184414 hasConcept C28826006 @default.
- W4387184414 hasConcept C33923547 @default.
- W4387184414 hasConcept C45340560 @default.
- W4387184414 hasConcept C49781872 @default.
- W4387184414 hasConcept C51329190 @default.
- W4387184414 hasConcept C61420037 @default.
- W4387184414 hasConcept C89106044 @default.
- W4387184414 hasConcept C95923904 @default.
- W4387184414 hasConceptScore W4387184414C105795698 @default.
- W4387184414 hasConceptScore W4387184414C11413529 @default.
- W4387184414 hasConceptScore W4387184414C114614502 @default.
- W4387184414 hasConceptScore W4387184414C121332964 @default.
- W4387184414 hasConceptScore W4387184414C121864883 @default.
- W4387184414 hasConceptScore W4387184414C121955636 @default.
- W4387184414 hasConceptScore W4387184414C144133560 @default.
- W4387184414 hasConceptScore W4387184414C167928553 @default.
- W4387184414 hasConceptScore W4387184414C185429906 @default.
- W4387184414 hasConceptScore W4387184414C196083921 @default.
- W4387184414 hasConceptScore W4387184414C28826006 @default.
- W4387184414 hasConceptScore W4387184414C33923547 @default.
- W4387184414 hasConceptScore W4387184414C45340560 @default.
- W4387184414 hasConceptScore W4387184414C49781872 @default.
- W4387184414 hasConceptScore W4387184414C51329190 @default.
- W4387184414 hasConceptScore W4387184414C61420037 @default.
- W4387184414 hasConceptScore W4387184414C89106044 @default.
- W4387184414 hasConceptScore W4387184414C95923904 @default.
- W4387184414 hasLocation W43871844141 @default.
- W4387184414 hasOpenAccess W4387184414 @default.
- W4387184414 hasPrimaryLocation W43871844141 @default.
- W4387184414 hasRelatedWork W1572105898 @default.
- W4387184414 hasRelatedWork W1763060499 @default.
- W4387184414 hasRelatedWork W2056612043 @default.
- W4387184414 hasRelatedWork W2121790323 @default.
- W4387184414 hasRelatedWork W2133074640 @default.
- W4387184414 hasRelatedWork W2141324124 @default.
- W4387184414 hasRelatedWork W2559780432 @default.
- W4387184414 hasRelatedWork W3023909498 @default.
- W4387184414 hasRelatedWork W3141775592 @default.
- W4387184414 hasRelatedWork W4230243315 @default.
- W4387184414 isParatext "false" @default.
- W4387184414 isRetracted "false" @default.
- W4387184414 workType "article" @default.