dynamite

Bayesian Modeling and Causal Inference for Multivariate Longitudinal Data

CRAN Package

Easy-to-use and efficient interface for Bayesian inference of complex panel (time series) data using dynamic multivariate panel models by Helske and Tikka (2024) . The package supports joint modeling of multiple measurements per individual, time-varying and time-invariant effects, and a wide range of discrete and continuous distributions. Estimation of these dynamic multivariate panel models is carried out via 'Stan'. For an in-depth tutorial of the package, see (Tikka and Helske, 2024) .


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  • Depends1 package
  • Imports14 packages
  • Suggests10 packages