rstap an R package for Spatial Temporal Aggregated Predictors

Abstract

The rstap package implements Bayesian spatial temporal aggregated predictor models in R using the probabilistic programming language Stan. A variety of distributions and link functions are supported, allowing users to fit this extension to the generalized linear model with both independent and correlated outcomes.

Publication
arxiv
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Adam Peterson
Graduate Research Assistant

Adam Peterson is Biostatistics PhD candidate at the University of Michigan.