Fitting Multilevel Vector Autoregressive Models in Stan, JAGS, and Mplus

Yanling Li,Julie Wood,Linying Ji,Sy-Miin Chow,Zita Oravecz

Fitting Multilevel Vector Autoregressive Models in Stan, JAGS, and Mplus

2021

Yanling Li
Julie Wood
Linying Ji
Sy-Miin Chow
Zita Oravecz

The influx of intensive longitudinal data creates a pressing need for complex modeling tools that help enrich our understanding of how individuals change over time. Multilevel vector autoregressive...

Keywords:

Artificial intelligence
longitudinal data
Machine learning
Missing data
Autoregressive model
Computer science
Bayesian inference
change over time

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