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unimodal-logit's Introduction

Supplementary code and data for the paper

cite: Wong, M., Martín-Baos, J.Á., Bierlaire, M., 2021. A Unimodal Ordered Logit model for ranked choices. 21st Swiss Transport Research Conference, Monte Verità, Ascona, Switzerland.

File organization

/dataset

Raw and cleaned datasets used in the modelling

Source: Arizona Department of Transportation (ADOT) https://data.tempe.gov/datasets/tempegov::1-08-crash-data-report-detail/about

/models

Estimated Biogeme models

Models are estimated using Biogeme

Bierlaire, M. (2020) A short introduction to pandasbiogeme,Technical Report,TRANSP-OR200605, Transport and Mobility Laboratory, ENAC, EPFL.

/notebooks

Jupyter Notebooks for Ordered, Unimodal and Zero-truncated Unimodal Logit models + results + data analytics

/results

Estimated beta parameters in table format

/scripts

Model notebook files as a Python script for automation

unimodal-logit's People

Contributors

mwong009 avatar

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