Effects of Compounded Nonnormality of Residuals in Hierarchical Linear Modeling

While hierarchical linear modeling is often used in social science research, the assumption of normally distributed residuals at the individual and cluster levels can be violated in empirical data. Previous studies have focused on the effects of nonnormality at either lower or higher level(s) separa...

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Veröffentlicht in:	Educational and psychological measurement 2022-04, Vol.82 (2), p.330-355
Hauptverfasser:	Man, Kaiwen, Schumacker, Randall, Morell, Monica, Wang, Yurou
Format:	Artikel
Sprache:	eng
Schlagworte:	Computation Hierarchical Linear Modeling Maximum Likelihood Statistics Psychological tests Quantitative psychology Simulation Social research Social Science Research Statistical Analysis Statistical Bias Statistical Distributions
Online-Zugang:	Volltext
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