Research
I'm interested in residential location modelling, accessibility measurement frameworks, choice modelling, endogeneity and travel behaviour.
Much of my research is about inferring relationship between residential location and travel behaviour (bi-directionality and endogeneity)
from travel data and understanding human daily-activity pattern.
My future research goals include expanding my work to incorporate broader human decision making, bringing together machine learning and
econometric methods and causality in choice models.
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A probit instrumental variable model for addressing endogeneity in multinomial choice and its consideration set formation (*working paper*)
[accepted for presentation at World Conference on Transportation Research (WCTR), Montreal, Canada, July 2023.]
Hajime Watanabe,
Abhilash C. Singh
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Incorporating the impacts of air pollutants and exposure to crime into accessibility-based planning (*working paper*)
Abhilash C. Singh,
Fangce Guo,
Aruna Sivakumar,
Adam Gough
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A joint analysis of accessibility and household trip frequencies by travel mode (*working paper*)
[accepted for presentation at World Conference on Transportation Research (WCTR), Montreal, Canada, July 2023.]
Abhilash C. Singh,
Ahmadreza Faghih Imani,
Aruna Sivakumar,
Yang (Luna) Xi,
Eric Miller
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Accessibility in the Era of Big Data and Emerging Technologies (*working paper*)
Abhilash C. Singh,
Aruna Sivakumar
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Semi-compensatory probabilistic model for residential location choices (*working paper*)
[presented at 7th International Choice Modeling (ICMC), Reykjavik, Iceland, May 2022.]
Abhilash C. Singh,
Aruna Sivakumar,
Rolf Moeckel
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Psychosocial factors associated with intended use of automated vehicles
[presented at 9th Symposium of the European Association for Research in Transportation (hEART), Lyon, France, February 2021.]
Abhilash C. Singh,
Hélène Bouscasse,
Aruna Sivakumar
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Code
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Predictive Food Desert Simulation Modelling to increase Food Access in Underserved Communities (not peer reviewed)
[presented at Session on Highlights from the 2017 NHTS Data Workshop,
98th Annual Meeting of the Transportation Research Board, Washington, DC, January 2019.]
Abhilash C. Singh,
Kelsey Abel,
Joseph Hutchinson,
Kasey M. Faust,
Chandra Bhat
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Evaluating the effects of consumer’s perceptions of safety and productive use of time on the intention
to adopt autonomous vehicle technology (not peer reviewed)
[presented at 15th International Conference on Travel Behaviour Research, Santa Barbara, California, July 2018.]
Abhilash C. Singh,
Patricia Lavieri,
Taehooie Kim,
Chandra Bhat,
Ram Pendyala
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[Codes available upon request]
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Chicken or the egg? Modeling simultaneous transportation choices (not peer reviewed)
[presented at Rencontres Francophones Transport-Mobilit´e (RFTM), Lyon, June 2018.]
Hélène Bouscasse,
Abhilash C. Singh,
Sebastian Astroza,
Chandra Bhat
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Adapting an Existing Activity Based Modeling Structure for the New York Region
[presented at 2018 TRB Innovations in Travel Modeling Conference, June 2018.]
Rachel Copperman,
Jason Lemp,
Thomas Rossi,
Abhilash C. Singh,
Chandra Bhat,
Ram Pendyala,
Sara Khoeini,
Sebastian Astroza
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Quantifying the Relative Contribution of Factors to Household Vehicle Miles of Travel
Transportation Research Part D, Vol. 63, pp. 23-36.
[presented at 97th Annual Meeting of the Transportation Research Board, Washington, DC, January 2018.]
Abhilash C. Singh,
Sebastian Astroza,
Venu Garikapati,
Ram Pendyala,
Chandra Bhat,
Patricia Mokhtarian
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Online Supplement
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