Hierarchical Linear Modeling with Visualization and Decomposition


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Documentation for package ‘hlmLab’ version 0.1.0

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hlm_context Contextual effect for a Level-1 predictor (Mundlak decomposition)
hlm_context_plot Convenience wrapper to plot contextual effects
hlm_decompose Multilevel variance decomposition (within/between/longitudinal)
hlm_decompose_long Longitudinal three-level variance decomposition (B-P-W)
hlm_icc Intraclass correlation and design effect from a random-intercept model
hlm_icc_plot Teaching plot for intraclass correlation (ICC)
hlm_xint_geom Geometry of a cross-level interaction (random slopes fan plot)
plot.hlm_context Plot method for hlm_context objects
plot.hlm_decompose Plot method for hlm_decompose objects