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Intensive Longitudinal Analysis
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Intensive Longitudinal Analysis
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Session
Title
Contributor
Tutorial
Data
AMIB: A Multiple Time-scale Experience Sampling Study
A
Introduction to Intensive Longitudinal Data
Kevin
B
Data Management and Data Viz in R
Katherine
Data Management and Data Viz in R
D
Intraindividual Variation – Dynamic Characteristics
Nilam
E
Computing Intraindividual Variability Metrics in R
Xiao
Computing Intraindividual Variability Metrics in R
G
Intraindividual Covariation and the Multilevel Model
Nilam
H
Specifying Multilevel Models in R
Nilam
Specifying Multilevel Models in R
J
Modeling Categorical and Count Outcomes
Kevin
K
Specifying Generalized Linear Models in R
Katherine
Modeling Count Outcomes Using the Generalized Multilevel Model
M
Variance Heterogeneity and the Multilevel Model
Nilam
Variance Heterogeneity and the Multilevel Model
N
Specifying Variance Heterogeneity Models in R
Nilam
Multilevel Model with Heterogeneous Variance (Location-Scale models)
P
Multivariate (& Dyadic) Multilevel Models
Nilam
Q1
Specifying Longitudinal APIM in R
Nilam
Multivariate Multilevel Model for Longitudinal Coupling (APIM type)
Q2
Dyadic Multilevel Modeling for Intensive Longitudinal Data
S
Within-person Mediation Models
Nilam
T
Specifying 1-1-1 Mediation Models in R
Katherine
Specifying 1-1-1 Mediation Models in R
V
Machine Learning with Experience Sampling Data: CART
Kevin
W
Specifying multilevel recursive partitioning models in R
Xiao
APA-ATI Intensive Longitudinal Data: ESM Data Mining using GLMER Trees
Y
Multivariate Dynamics and Networks
Nilam
Z
Specifying Network and VAR Models in R
Xiao
Specifying Network and VAR Models in R
Za
Regularization with Experience Sampling Data: The Lasso
Kevin
Zb
Super-Intensive Longitudinal Data
Nilam
Extra
Introduction to Multilevel Modeling
Nilam
Extra
Introduction to Structural Equation Modeling
Kevin
Related Content
AMIB
A Multiple Time-scale Experience Sampling Study
Longitudinal Design And Data Analysis
Growth Modeling