Tag: multilevel models

Q: Specifying longitudinal APIM in R

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

Introduction to Multilevel Model for Intraindividual Covariation

Modeling Count Outcomes Using the Generalized Multilevel Model

P: Multivariate (& Dyadic) Multilevel Models

Files Session P – MultivariateMLM_2022 (Part1-3).pdf Session P – Dyadic APIM Dummy Coding Trick (Part 4).pdf

N: Specifying Variance Heterogeneity (location-scale) models in R

Files Session N – MLMwithHeterogeneousVariance.pdf Multilevel Model with Heterogeneous Variance (Location-Scale models)

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

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

G: Intraindividual Covariation and the Multilevel Model

Files Session G – IntraCoVariation-MLM_2022.pdf