I2 Tieto- ja viestintätekninen sovellus

dynamite: Bayesian Modeling and Causal Inference for Multivariate Longitudinal Data




TekijätTikka, Santtu; Helske, Jouni

KustantajaThe R Foundation

Julkaisuvuosi2023

DOIhttps://doi.org/10.32614/CRAN.package.dynamite

Verkko-osoitehttps://doi.org/10.32614/cran.package.dynamite


Tiivistelmä

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) <doi:10.1016/j.alcr.2024.100617>. 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) <doi:10.48550/arXiv.2302.01607>.



Last updated on 2025-06-02 at 11:39