Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367175265> ?p ?o ?g. }
Showing items 1 to 64 of
64
with 100 items per page.
- W4367175265 abstract "Testing null hypotheses of the form β = 0, by the use of various Null Hypothesis Significance Tests (rendering a dichotomous reject/not reject decision), is considered standard practice when evaluating the individual parameters of statistical models. Bayes factors for testing these (and other) hypotheses allow users to quantify the evidence in the data that is in favor of a hypothesis. Unfortunately, when testing equality-contained hypotheses, the Bayes factors are sensitive to the specification of prior distributions, which may be hard to specify by applied researchers. The paper proposes a default Bayes factor with clear operating characteristics when used for testing whether the fixed parameters of linear two-level models are equal to zero. This is achieved by generalizing an already existing approach for linear regression. The generalization requires: (a) the sample size for which a new estimator for the effective sample size in two-level models containing random slopes is proposed; (b) the effect size for the fixed effects for which the so-called marginal R² for the fixed effects is used. Implementing the aforementioned requirements in a small simulation study shows that the Bayes factor yields clear operating characteristics regardless of the value for sample size and the estimation method. The paper gives practical examples and access to an easy-to-use wrapper function to calculate Bayes factors for hypotheses with respect to the fixed coefficients of linear two-level models by using the R package bain. (PsycInfo Database Record (c) 2023 APA, all rights reserved)." @default.
- W4367175265 created "2023-04-28" @default.
- W4367175265 creator A5039554931 @default.
- W4367175265 creator A5081858769 @default.
- W4367175265 date "2023-04-27" @default.
- W4367175265 modified "2023-09-25" @default.
- W4367175265 title "A default Bayes factor for testing null hypotheses about the fixed effects of linear two-level models." @default.
- W4367175265 doi "https://doi.org/10.1037/met0000573" @default.
- W4367175265 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37104765" @default.
- W4367175265 hasPublicationYear "2023" @default.
- W4367175265 type Work @default.
- W4367175265 citedByCount "0" @default.
- W4367175265 crossrefType "journal-article" @default.
- W4367175265 hasAuthorship W4367175265A5039554931 @default.
- W4367175265 hasAuthorship W4367175265A5081858769 @default.
- W4367175265 hasConcept C105795698 @default.
- W4367175265 hasConcept C107673813 @default.
- W4367175265 hasConcept C120577422 @default.
- W4367175265 hasConcept C129848803 @default.
- W4367175265 hasConcept C142291917 @default.
- W4367175265 hasConcept C149782125 @default.
- W4367175265 hasConcept C163175372 @default.
- W4367175265 hasConcept C185429906 @default.
- W4367175265 hasConcept C191988596 @default.
- W4367175265 hasConcept C207201462 @default.
- W4367175265 hasConcept C33923547 @default.
- W4367175265 hasConcept C41008148 @default.
- W4367175265 hasConcept C44970651 @default.
- W4367175265 hasConcept C48921125 @default.
- W4367175265 hasConcept C6422946 @default.
- W4367175265 hasConcept C87007009 @default.
- W4367175265 hasConceptScore W4367175265C105795698 @default.
- W4367175265 hasConceptScore W4367175265C107673813 @default.
- W4367175265 hasConceptScore W4367175265C120577422 @default.
- W4367175265 hasConceptScore W4367175265C129848803 @default.
- W4367175265 hasConceptScore W4367175265C142291917 @default.
- W4367175265 hasConceptScore W4367175265C149782125 @default.
- W4367175265 hasConceptScore W4367175265C163175372 @default.
- W4367175265 hasConceptScore W4367175265C185429906 @default.
- W4367175265 hasConceptScore W4367175265C191988596 @default.
- W4367175265 hasConceptScore W4367175265C207201462 @default.
- W4367175265 hasConceptScore W4367175265C33923547 @default.
- W4367175265 hasConceptScore W4367175265C41008148 @default.
- W4367175265 hasConceptScore W4367175265C44970651 @default.
- W4367175265 hasConceptScore W4367175265C48921125 @default.
- W4367175265 hasConceptScore W4367175265C6422946 @default.
- W4367175265 hasConceptScore W4367175265C87007009 @default.
- W4367175265 hasLocation W43671752651 @default.
- W4367175265 hasLocation W43671752652 @default.
- W4367175265 hasOpenAccess W4367175265 @default.
- W4367175265 hasPrimaryLocation W43671752651 @default.
- W4367175265 hasRelatedWork W2053675401 @default.
- W4367175265 hasRelatedWork W2070822283 @default.
- W4367175265 hasRelatedWork W2764285771 @default.
- W4367175265 hasRelatedWork W2885664278 @default.
- W4367175265 hasRelatedWork W4200340504 @default.
- W4367175265 hasRelatedWork W4221133330 @default.
- W4367175265 hasRelatedWork W4234264790 @default.
- W4367175265 hasRelatedWork W4245099416 @default.
- W4367175265 hasRelatedWork W4367175265 @default.
- W4367175265 hasRelatedWork W4382599617 @default.
- W4367175265 isParatext "false" @default.
- W4367175265 isRetracted "false" @default.
- W4367175265 workType "article" @default.