Matches in SemOpenAlex for { <https://semopenalex.org/work/W4249753692> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4249753692 abstract "In this brief note, I wish to bring attention to a problem that has been discussed many times before, but whose implications are still not widely appreciated. As a result, many researchers (present author included) keep making distorted inferences about the relative size and importance of certain effects, by directly comparing the proportions of variance they account for. Using the proportion of explained variance as an index of effect size does not just distort the interpretation of individual effects, but also exaggerates the differences between effects, which may lead to strikingly incorrect judgements of relative importance. Luckily, a meaningful and interpretable “effect ratio” can be easily calculated as the square root of the ratio between proportions of explained variance. In several real-world examples, effect ratios tell a different story than variance components, and might prompt one to rethink the interpretation of certain canonical results (e.g., regarding the role of the shared environment in the development of psychological traits). This simple but consequential point should be understood more widely; with no pretense of originality, I hope that this note will contribute to raise awareness and prevent fallacious interpretations of research findings." @default.
- W4249753692 created "2022-05-12" @default.
- W4249753692 creator A5039421671 @default.
- W4249753692 date "2021-04-06" @default.
- W4249753692 modified "2023-09-26" @default.
- W4249753692 title "Are we comparing apples or squared apples? The proportion of explained variance exaggerates differences between effects" @default.
- W4249753692 doi "https://doi.org/10.31234/osf.io/bgh54" @default.
- W4249753692 hasPublicationYear "2021" @default.
- W4249753692 type Work @default.
- W4249753692 citedByCount "0" @default.
- W4249753692 crossrefType "posted-content" @default.
- W4249753692 hasAuthorship W4249753692A5039421671 @default.
- W4249753692 hasBestOaLocation W42497536921 @default.
- W4249753692 hasConcept C105795698 @default.
- W4249753692 hasConcept C11012388 @default.
- W4249753692 hasConcept C11577676 @default.
- W4249753692 hasConcept C121955636 @default.
- W4249753692 hasConcept C138885662 @default.
- W4249753692 hasConcept C149782125 @default.
- W4249753692 hasConcept C154945302 @default.
- W4249753692 hasConcept C15744967 @default.
- W4249753692 hasConcept C162324750 @default.
- W4249753692 hasConcept C196083921 @default.
- W4249753692 hasConcept C2524010 @default.
- W4249753692 hasConcept C2776502983 @default.
- W4249753692 hasConcept C2776950860 @default.
- W4249753692 hasConcept C33923547 @default.
- W4249753692 hasConcept C41008148 @default.
- W4249753692 hasConcept C41895202 @default.
- W4249753692 hasConcept C527412718 @default.
- W4249753692 hasConcept C77805123 @default.
- W4249753692 hasConceptScore W4249753692C105795698 @default.
- W4249753692 hasConceptScore W4249753692C11012388 @default.
- W4249753692 hasConceptScore W4249753692C11577676 @default.
- W4249753692 hasConceptScore W4249753692C121955636 @default.
- W4249753692 hasConceptScore W4249753692C138885662 @default.
- W4249753692 hasConceptScore W4249753692C149782125 @default.
- W4249753692 hasConceptScore W4249753692C154945302 @default.
- W4249753692 hasConceptScore W4249753692C15744967 @default.
- W4249753692 hasConceptScore W4249753692C162324750 @default.
- W4249753692 hasConceptScore W4249753692C196083921 @default.
- W4249753692 hasConceptScore W4249753692C2524010 @default.
- W4249753692 hasConceptScore W4249753692C2776502983 @default.
- W4249753692 hasConceptScore W4249753692C2776950860 @default.
- W4249753692 hasConceptScore W4249753692C33923547 @default.
- W4249753692 hasConceptScore W4249753692C41008148 @default.
- W4249753692 hasConceptScore W4249753692C41895202 @default.
- W4249753692 hasConceptScore W4249753692C527412718 @default.
- W4249753692 hasConceptScore W4249753692C77805123 @default.
- W4249753692 hasLocation W42497536921 @default.
- W4249753692 hasLocation W42497536922 @default.
- W4249753692 hasLocation W42497536923 @default.
- W4249753692 hasOpenAccess W4249753692 @default.
- W4249753692 hasPrimaryLocation W42497536921 @default.
- W4249753692 hasRelatedWork W1607025420 @default.
- W4249753692 hasRelatedWork W1991913965 @default.
- W4249753692 hasRelatedWork W2007405091 @default.
- W4249753692 hasRelatedWork W2083542484 @default.
- W4249753692 hasRelatedWork W2463169575 @default.
- W4249753692 hasRelatedWork W2552050053 @default.
- W4249753692 hasRelatedWork W2738284139 @default.
- W4249753692 hasRelatedWork W3124842735 @default.
- W4249753692 hasRelatedWork W4242107597 @default.
- W4249753692 hasRelatedWork W2040480326 @default.
- W4249753692 isParatext "false" @default.
- W4249753692 isRetracted "false" @default.
- W4249753692 workType "article" @default.