[HTML][HTML] Evaluating the spatial effects of environmental influencing factors on the frequency of urban crashes using the spatial Bayes method based on Euclidean …

MS Bavar, A Naderan, M Saffarzadeh - Transportation Engineering, 2023 - Elsevier
Built environmental factors are one of the most important causes of urban crashes. Studies
have shown that in addition to crash data, which have spatial heterogeneity, factors …

Flexible Bayesian modeling of counts: constructing penalized complexity priors

M Nadifar, H Baghishani, T Kneib, A Fallah - arXiv preprint arXiv …, 2021 - arxiv.org
Many of the data, particularly in medicine and disease mapping are count. Indeed, the under
or overdispersion problem in count data distrusts the performance of the classical Poisson …

A flexible Bayesian nonconfounding spatial model for analysis of dispersed count data

M Nadifar, H Baghishani, A Fallah - Biometrical Journal, 2022 - Wiley Online Library
In employing spatial regression models for counts, we usually meet two issues. First, the
possible inherent collinearity between covariates and the spatial effect could lead to …

[PDF][PDF] Transportation Engineering

MS Bavar, A Naderan, M Saffarzadeh - researchgate.net
Built environmental factors are one of the most important causes of urban crashes. Studies
have shown that in addition to crash data, which have spatial heterogeneity, factors …

A flexible Bayesian non-confounding spatial model for analysis of dispersed count data in clinical studies

M Nadifar, H Baghishani, A Fallah - arXiv preprint arXiv:2105.09893, 2021 - arxiv.org
In employing spatial regression models for counts, we usually meet two issues. First,
ignoring the inherent collinearity between covariates and the spatial effect would lead to …

Evaluating the Spatial Effects of Environmental Influencing Factors on the Frequency of Urban Accidents Using the Spatial Bayes Method Based on Euclidean …

A Naderan, M Saffarzadeh - papers.ssrn.com
Built environmental factors are one of the most important causes of urban accidents. Studies
have shown that in addition to accident data, which have spatial heterogeneity, factors …