jsem-ukhls

jsem is an R package to do paralleled full Bayesian estimation for multivariate dyads data analysis. The jsem R package contains code associated with the article

Kuha, J., Zhang, S., & Steele, F. (2022). Latent variable models for multivariate dyadic data with zero inflation: Analysis of intergenerational exchanges of family support. Annals of Applied Statistics.

Major Features

fast speed. ‘jsem‘ is much quicker than general Bayesian tool such as JAGS due to the tailored code and parallelization.
general algorithm which is able to handle a group of models.
written in R and C.

Install

You can install it simply by running the following command in R console.

> remotes::install_github(“slzhang-fd/jsem-ukhls”)

Source code

Source code can be found on jsem-ukhls's GitHub page.

Example

An example is given here of fitting-synthetic-data.