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Published in Transportation, 2010
This paper seeks to explore the relationship between mode and destination choice in an integrated nested choice model.
Recommended citation: Newman, J. P., & Bernardin, V. L. (2010). "Hierarchical ordering of nests in a joint mode and destination choice model." Transportation, 37(4), 677-688. http://doc.rero.ch/record/320439/files/11116_2010_Article_9277.pdf
Published in Transportation Research Part C: Emerging Technologies, 2013
In this paper, we propose a probabilistic map matching approach.
Recommended citation: Bierlaire, M., Chen, J., & Newman, J. (2013). "A probabilistic map matching method for smartphone GPS data." Transportation Research Part C: Emerging Technologies, 26, 78-98. https://www.sciencedirect.com/science/article/pii/S0968090X12001064
Published in Manufacturing & Service Operations Management, 2014
We develop a parameter estimation routine for multinomial logit discrete choice models in which one alternative is completely censored.
Recommended citation: Newman, J. P., Ferguson, M. E., Garrow, L. A., & Jacobs, T. L. (2014). "Estimation of choice-based models using sales data from a single firm." Manufacturing & Service Operations Management, 16(2), 184-197. https://pdfs.semanticscholar.org/bae1/9d9e9b31adda9400058886502073488b2ebb.pdf
Published in Journal of Choice Modelling, 2018
We present a summary of important computational issues and opportunities that arise from the use of semi-aggregate data (where the explanatory data for choice scenarios are not necessarily unique for each decision-maker) in discrete choice models.
Recommended citation: Newman, J. P., Lurkin, V., & Garrow, L. A. (2018). "Computational methods for estimating multinomial, nested, and cross-nested logit models that account for semi-aggregate data." Journal of choice modelling, 26, 28-40. https://www.sciencedirect.com/science/article/abs/pii/S1755534517300179
A framework for exploratory modeling using transportation models.
A python package for discrete choice models.
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Undergraduate course, University 1, Department, 2014
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Workshop, University 1, Department, 2015
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