A Model-Based Imputation Procedure for Multilevel Regression Models With Random Coefficients, Interaction Effects, and Nonlinear Terms

Despite the broad appeal of missing data handling approaches that assume a missing at random (MAR) mechanism (e.g., multiple imputation and maximum likelihood estimation), some very common analysis models in the behavioral science literature are known to cause bias-inducing problems for these approa...

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Veröffentlicht in:	Psychological methods 2020-02, Vol.25 (1), p.88-112
Hauptverfasser:	Enders, Craig K., Du, Han, Keller, Brian T.
Format:	Artikel
Sprache:	eng
Schlagworte:	Behavioral Sciences Computer Simulation Estimation Maximum Likelihood Nonlinear Regression Statistical Data
Online-Zugang:	Volltext
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