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Bayesian Scale Development/Evidence
Method evidence record

Bayesian Scale Development

Bayesian scale development applies Bayesian statistical inference to the construction and evaluation of psychometric scales. Rather than relying on single point estimates of item and person parameters, it produces full posterior distributions that quantify uncertainty, incorporate prior knowledge, and support principled decisions about item retention, reliability, and validity in small or complex samples.

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Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Bayesian Scale Development
Taxonomic method record · latent-structure / psychometrics
  • De Ayala, R. J. (2009). The Theory and Practice of Item Response Theory. Guilford Press. · ISBN 978-1593858698
  • Levy, R., & Mislevy, R. J. (2016). Bayesian Psychometric Modeling. CRC Press / Chapman & Hall. · ISBN 978-1439884676
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Curated claims

Claims persisted in the evidence ledger, each with its own assessment.

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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Taxonomic bucketBayesian Confirmatory Factor Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketConfirmatory factor analysismachine-suggested · Relational suggestion, not evidence.Same method familyEFAmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketItem Response Theorymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketScale developmentmachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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