Spatial crash prediction models: an evaluation of the impacts of enriched information on model performance and the suitability of different spatial modeling approaches

Spatial crash prediction models: an evaluation of the impacts of enriched information on model performance and the suitability of different spatial modeling approaches

The unavailability of crash-related data has been a long lasting challenge in Brazil. In addition to the poor implementation and follow-up of road safety strategies, this drawback has hampered the development of studies that could contribute to national goals toward road safety. In contrast, develop...

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Bibliographic Details
Main Author: Gomes, Monique Martins
Other Authors: Pitombo, Cira Souza
Format: Others
Language:en
Published: Biblioteca Digitais de Teses e Dissertações da USP 2018
Subjects:
Holdout repetido
Crash prediction models
Geoestatística
Geographically weighted regression
Geostatistics
Modelos de previsão de acidentes
Modelos espaciais de predição
Regressão geograficamente ponderada
Repeated holdout
Road safety
Segurança no trânsito
Spatial prediction models
Online Access:http://www.teses.usp.br/teses/disponiveis/18/18144/tde-18022019-112104/

Internet

http://www.teses.usp.br/teses/disponiveis/18/18144/tde-18022019-112104/

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