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Python implementation of MCMC algorithm for estimation of spatial negative binomial model with Bayesian additive regression trees

Primary LanguagePython

nb_bart

Python implementation of MCMC algorithm for estimation of spatial negative binomial model with Bayesian additive regression trees.

The method is presented in the following paper:

Krueger, R., Bansal, P., Buddhavarupu, P. (2020). A New Spatial Count Data Model with Bayesian Additive Regression Trees for Accident Hot Spot Identification. Accident Analysis & Prevention. 144. 105623.

[https://www.sciencedirect.com/science/article/pii/S0001457520306680] [https://arxiv.org/abs/2005.11738]