Rekodi ya ushahidi wa mbinu

Robust Mediation Analysis

Robust mediation analysis estimates the indirect effect of an independent variable on an outcome through one or more mediators using estimators that resist the influence of outliers and non-normal error distributions. By combining robust regression (such as median or M-estimation) with percentile or bias-corrected bootstrap confidence intervals, it yields trustworthy conclusions when standard ordinary-least-squares mediation would be distorted by extreme observations.

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Rekodi ya chanzo

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Rekodi ya mbinu ya kiajenda · latent-structure / statistics

Yuan, Y., & MacKinnon, D. P. (2014). Robust mediation analysis based on median regression. Psychological Methods, 19(1), 1–20. · DOI 10.1037/a0033820
Hayes, A. F. (2013). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach. Guilford Press. · ISBN 978-1609182304

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Used in the same domainMediation Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketModerated Mediationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRobust Path Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRobust Structural Equation Modelingmachine-suggested · Relational suggestion, not evidence.See alsoStructural Equation Modelingmachine-suggested · Relational suggestion, not evidence.