Tag: AMIB

The AMIB Data: Loading & Descriptives

The AMIB Data

A Multiple Time-scale Experience Sampling Study The AMIB Data, collected as part of a multiple time-scale study, are useful for illustrating a variety of methods for modeling of intensive longitudinal data. The data include person-level dispositions, daily diary assessments, and ecological momentary assessments that were obtained after everyday social interactions (event-contingent sampling). The data are shared with intent to facilitate… Read more The AMIB Data

Multivariate Multilevel Model for Longitudinal Coupling

APIM Type

Multilevel Model with Heterogeneous Variance (Location-Scale models)

nlme Implementation with AMIB

Q: Specifying longitudinal APIM in R

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

Specifying Multilevel Recursive Partitioning Models in R

Specifying network and VAR models in R

Introduction to Multilevel Model for Intraindividual Covariation

Modeling Count Outcomes Using the Generalized Multilevel Model

Computing Intraindividual Variability Metrics in R