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Robust Measurement Invariance/Evidence
Method evidence record

Robust Measurement Invariance

Robust measurement invariance testing evaluates whether a psychometric instrument measures the same latent construct in the same way across groups when observed data violate multivariate normality. It adapts standard multi-group CFA sequences by replacing ordinary chi-square statistics with robust alternatives such as the Satorra-Bentler scaled statistic, yielding trustworthy conclusions about factor loadings, intercepts, and residual variances even with skewed or ordinal data.

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Source record

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

Robust Measurement Invariance Testing
Taxonomic method record · latent-structure / psychometrics
  • Satorra, A. & Bentler, P. M. (1994). Corrections to test statistics and standard errors in covariance structure analysis. In A. von Eye & C. C. Clogg (Eds.), Latent variables analysis: Applications for developmental research (pp. 399–419). Sage. · URL
  • Millsap, R. E. (2011). Statistical approaches to measurement invariance. Routledge. · ISBN 978-0805864786
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Related methods

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Taxonomic bucketConfirmatory factor analysismachine-suggested · Relational suggestion, not evidence.Same method familyMeasurement Invariancemachine-suggested · Relational suggestion, not evidence.Same method familySEMmachine-suggested · Relational suggestion, not evidence.

Evidence status

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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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