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贝叶斯收敛效度×贝叶斯测量不变性检验×
领域心理测量学心理测量学
方法族Latent structureLatent structure
起源年份2000s–2010s2013
提出者Building on Campbell & Fiske (1959) convergent validity; Bayesian extension developed in modern psychometrics literatureBengt Muthen, Tihomir Asparouhov, Rens Van de Schoot
类型Validity assessment / Bayesian inferenceBayesian multigroup latent variable test
开创性文献Levy, R. & Mislevy, R. J. (2016). Bayesian Psychometric Modeling. CRC Press. ISBN: 978-1466500952Van de Schoot, R., Kluytmans, A., Tummers, L., Lugtig, P., Hox, J., & Muthen, B. (2013). Facing off with Scylla and Charybdis: a comparison of scalar, partial, and the novel possibility of approximate measurement invariance. Frontiers in Psychology, 4, 770. DOI ↗
别名Bayesian convergent validity analysis, Bayesian MTMM convergent validity, Bayesian multitrait convergent validity, BCVBayesian MI, approximate measurement invariance, Bayesian multigroup CFA invariance, BSEM measurement invariance
相关66
摘要Bayesian convergent validity applies Bayesian statistical inference to assess whether different measures of the same construct converge as theory predicts. Rather than a single-point correlation estimate, it yields a full posterior distribution over the convergent correlation, enabling probability statements about the magnitude of shared variance between theoretically related measures.Bayesian measurement invariance testing evaluates whether a scale's factor loadings and item intercepts are equivalent across groups, using a Bayesian framework that allows parameters to deviate from strict equality by a small, probabilistically specified amount rather than imposing an exact constraint.
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  3. PUBLISHED

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ScholarGate方法对比: Bayesian Convergent Validity · Bayesian Measurement Invariance. 于 2026-06-18 检索自 https://scholargate.app/zh/compare