পদ্ধতির তুলনা করুন

	Robust Moderated Mediation Analysis	শক্তিশালী মডারেশন বিশ্লেষণ (Robust Moderation Analysis)
ক্ষেত্র	পরিসংখ্যান	পরিসংখ্যান
পরিবার	Latent structure	Latent structure
উদ্ভবের বছর	2007–2013	2007
প্রবর্তক	Hayes, A. F.; building on Preacher, Rucker & Hayes (2007) for moderated mediation and robust bootstrap inference	Hayes & Cai; Wilcox
ধরন	Conditional indirect effect model with robust inference	Robust regression-based interaction test
মৌলিক উৎস	Hayes, A. F. (2022). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (3rd ed.). Guilford Press. ISBN: 978-1462549030	Hayes, 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.
অপর নাম	robust conditional process analysis, robust mediated moderation, robust moderated indirect effects, robust conditional indirect effects	robust interaction analysis, robust moderated regression, HC-corrected moderation, outlier-resistant interaction testing
সম্পর্কিত	5	5
সারসংক্ষেপ	Robust moderated mediation tests whether the indirect effect of X on Y through a mediator M varies as a function of a moderator W, while using robust estimation (percentile or bias-corrected bootstrap, heteroscedasticity-consistent standard errors, or M-estimation) to protect inference against non-normality, outliers, and heteroscedasticity in the data.	Robust 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.