Published December 2, 2021 | Version 2.0.0
Dataset Open

A consolidated database of police-reported motor vehicle traffic accidents in the United States for actuarial applications

Authors/Creators

  • 1. University of Waterloo

Description

This database is related to "A CONSOLIDATED DATABASE OF POLICE-REPORTED MOTOR VEHICLE TRAFFIC ACCIDENTS IN THE UNITED STATES FOR ACTUARIAL APPLICATIONS" (Araiza Iturria C.A., Hardy M., Marriott P.).

Author Information

    A. Author
        Name: Carlos Andrés Araiza Iturria
        Email: caraizai@uwaterloo.ca
    
      B. Co-author
        Name: Mary Hardy
        Email: mary.hardy@uwaterloo.ca

      C. Co-author
        Name: Paul Marriott
        Email: pmarriott@uwaterloo.ca
    
    Institution: University of Waterloo
        Address: 200 University Ave W, Waterloo, ON N2L 3G1


Funding granted by the Natural Sciences and Engineering Research Council of Canada. Hardy: RGPIN-2018-03754, Marriott: RGPIN-2020-04015.

The Python scripts to create the database can be directly accessed through related identifiers in this page.

Parameter estimates along with their 90% confidence intervals from the 20 multinomial logistic regressions can be seen through related identifiers in this page.

 

Notes

Updated with MVTAs of 2020. This specific database is a compilation of the database with MVTAs of 2001-2019 (older version of dataset, cited in this page) created with version 3 of the software (older version which can be accessed through the software citation in this page) and the database of 2020 generated with version 3.1.0 (current version, cited in this page).

Files

FARS_GESCRSS_Sample_2001-2020.csv

Files (279.0 MB)

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Additional details

Related works

Cites
Software: 10.5281/zenodo.7120835 (DOI)
Figure: 10.5281/zenodo.7121442 (DOI)
Is cited by
Working paper: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3977693 (URL)
Is new version of
Dataset: 10.5281/zenodo.5748416 (DOI)