Investigating the impacts of real-time weather conditions on freeway crash severity: a Bayesian spatial analysis
This study presents an empirical investigation of the impacts of real-time weather conditions
on the freeway crash severity. A Bayesian spatial generalized ordered logit model was …
on the freeway crash severity. A Bayesian spatial generalized ordered logit model was …
Integrating macro and micro level crash frequency models considering spatial heterogeneity and random effects
Safety literature has traditionally developed independent model systems for macroscopic
and microscopic level analysis. The current research effort contributes to the literature on …
and microscopic level analysis. The current research effort contributes to the literature on …
An econometric framework for integrating aggregate and disaggregate level crash analysis
Traditionally, aggregate crash frequency by severity and disaggregate severity analysis
have been conducted independently in the safety literature. The current research effort …
have been conducted independently in the safety literature. The current research effort …
[HTML][HTML] Exploring influential factors and endogeneity of traffic flow of different lanes on urban freeways using Bayesian multivariate spatial models
Y Zhang, GS Gill, W Cheng, P Reina… - Journal of traffic and …, 2023 - Elsevier
The traffic flow pertinent modelling is essential for distinct strategy formulations. However,
the present literature illustrated some needed improvements for such models, especially …
the present literature illustrated some needed improvements for such models, especially …
Modeling spatial nonstationary and overdispersed crash data: Development and comparative analysis of global and geographically weighted regression models …
E Soroori… - … Safety & Security, 2021 - Taylor & Francis
There is a wide body of research, especially in developed countries case studies, conducted
to quantify safety impacts of transportation strategies. These models can be broadly divided …
to quantify safety impacts of transportation strategies. These models can be broadly divided …
A separate analysis of crash frequency for the highways involving traffic hazards and involving no traffic hazards
Considering the varying effects of influencing factors, this study aims to model the
relationship between crash frequency and influencing factors for the highways involving …
relationship between crash frequency and influencing factors for the highways involving …
Revisiting spatial correlation in crash injury severity: a Bayesian generalized ordered probit model with Leroux conditional autoregressive prior
Q Zeng, Q Wang, F Wang, NN Sze - Transportmetrica A: Transport …, 2022 - Taylor & Francis
To account for the spatial correlation of crashes that are in close proximity, this study
proposes a Bayesian spatial generalized ordered probit (SGOP) model with Leroux …
proposes a Bayesian spatial generalized ordered probit (SGOP) model with Leroux …
[HTML][HTML] Effect of transit-oriented design on pedestrian and cyclist safety using bivariate spatial models
Introduction: Walking and cycling for transportation provide immense benefits (eg, health,
environmental, social). However, pedestrians and bicyclists are the most vulnerable …
environmental, social). However, pedestrians and bicyclists are the most vulnerable …
DO SPATIAL CHARACTERISTICS AFFECT HOUSING PRICES IN KOREA?
H Kwon, BS Hwang - Hitotsubashi Journal of Economics, 2023 - JSTOR
This paper employs a Bayesian conditional autoregressive model to geographically analyze
housing prices in Seoul, Korea from a demographic perspective. Spatial dependence …
housing prices in Seoul, Korea from a demographic perspective. Spatial dependence …
Metode Conditional Autoregressive dalam Analisis Penyebaran Kasus Penyakit Tuberculosis
SS RAJAK, S ISMAIL… - Jambura Journal of …, 2021 - ejurnal.ung.ac.id
This research discusses the use of CAR model in finding out factors that significantly
influence TBC transmission and figuring out its transmission patterns in Gorontalo city. The …
influence TBC transmission and figuring out its transmission patterns in Gorontalo city. The …