Effects of sample size on pedestrian crash risk estimation from traffic conflicts using extreme value models

Sample size plays a critical role in an Extreme Value Theory (EVT) model for estimating crash risks from traffic conflicts. Many studies have raised concerns regarding sample size and its consequent negative impact on the performance of EVT models. However, the effects of sample size on EVT models a...

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Bibliographic Details
Main Authors: Faizan Nazir, Yasir Ali, Md Mazharul Haque
Format: Default Article
Published: 2024
Subjects:
Transportation, logistics and supply chains
Civil engineering
Applied mathematics
Extreme value theory
Sample size
Block maxima
Peak over threshold
Pedestrian saftey
Bayesian
Online Access:https://hdl.handle.net/2134/27303675.v1
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