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Analisis Moderasi Teguh×Analisis Pengantaraan Mantap×
BidangStatistikStatistik
KeluargaLatent structureLatent structure
Tahun asal20072008–2014
PengasasHayes & Cai; WilcoxYuan & MacKinnon (median-regression formulation, 2014); robust bootstrap variants popularised by Hayes (2013) and Preacher & Hayes (2008)
JenisRobust regression-based interaction testCausal inference / indirect effects
Sumber perintisHayes, A. F. & Cai, L. (2007). Using heteroscedasticity-consistent standard error estimators in OLS regression: An introduction and software implementation. Behavior Research Methods, 39(4), 709–722. DOI ↗Yuan, Y., & MacKinnon, D. P. (2014). Robust mediation analysis based on median regression. Psychological Methods, 19(1), 1–20. DOI ↗
Aliasrobust interaction analysis, robust moderated regression, HC-corrected moderation, outlier-resistant interaction testingrobust indirect effects, outlier-resistant mediation, robust causal mediation
Berkaitan55
RingkasanRobust moderation analysis tests whether the effect of a predictor on an outcome depends on the level of a moderator variable, using estimation methods that remain valid under non-normality, heteroscedasticity, or the presence of influential outliers. It is the preferred approach when standard ordinary least squares assumptions cannot be trusted.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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ScholarGateBandingkan kaedah: Robust Moderation Analysis · Robust Mediation Analysis. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare