This course covers multilevel statistical models, which are increasingly being used in the social sciences to analyze clustered data. The course will introduce students to the theory and concepts of ...
This study compared five common multilevel software packages via Monte Carlo simulation: HIM 7, Mplus 7.4, R (lme4 VI.1-12), Stata 14.1, and SAS 9.4 to determine how the programs differ in estimation ...
This paper introduces Low-EFFourth (LEF4), a MATLAB-based computational framework designed for generating and studying multilevel model ensembles in continuous dynamical systems. Initially developed ...
The objective of this study was to examine the effect of hospital-level factors on mortality of very low birth weight infants using multilevel modeling. Proponents of a deregionalized system argue ...
Multiple imputation (MI) can be used to address missing data at Level 2 in multilevel research. In this article, we compare joint modeling (JM) and the fully conditional specification (FCS) of MI as ...
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