Tag: random effects

Dyadic Multilevel Modeling for Intensive Longitudinal Data

Multivariate Multilevel Model for Longitudinal Coupling

APIM Type

Variance Heterogeneity and the Multilevel Model

Introduction to Concepts and Model using nlme

Q: Specifying longitudinal APIM in R

Files Multivariate Multilevel Model for Longitudinal Coupling (APIM type) Dyadic Multilevel Modeling for Intensive Longitudinal Data

Specifying 1-1-1 mediation models in R

Introduction to Multilevel Model for Intraindividual Covariation

V: Machine Learning with Experience Sampling Data: CART

Files Session V – Machine Learning with ESM.pdf

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

M: Variance Heterogeneity and the Multilevel Model

Files Session M – MLMwithHeterogeneousVariance_Conceptuals.pdf Variance Heterogeneity and the Multilevel Model: Introduction to Concepts and Model using nlme

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