Tag: lme4

Chapter 5b: Linear Growth Models with Time-Invariate Covariates in R

Files Ch 5b LGM with Time-Invariant Covariates – Multilevel & SEM Implementation in R

Introduction to Multilevel Modeling

Files Extra – IntroMLM.pdf

Introduction to Multilevel Model for Intraindividual Covariation

Modeling Count Outcomes Using the Generalized Multilevel Model

T: Specifying 1-1-1 mediation models in R

Files Session T – Lab – Within-Person Mediation.pdf Specifying 1-1-1 mediation models in R

K: Specifying generalized linear models in R

Files Session K – Lab – Generalized MLM.pdf Modeling Count Outcomes using the Generalized Multilevel Model

J: Modeling categorical and count outcomes

Files Session J – All PDFs J01 Categorical Outcomes.pdf J02 Logistic Regression.pdf J03 Logistic Example.pdf J04 Multilevel Logistic.pdf J05 Multilevel Logistic Example.pdf Session J06 Count Outcomes.pdf J07 Count Regression.pdf J08 Count Regression Example.pdf J09 Multilevel Count.pdf J10 Multilevel Count Example.pdf

H: Specifying multilevel models in R

Files Session H – Lab – Basic MLM.pdf Specifying multilevel models in R