Search Results for author: Linchuan Yang

Found 2 papers, 0 papers with code

The Short-term Impact of Congestion Taxes on Ridesourcing Demand and Traffic Congestion: Evidence from Chicago

no code implementations5 Jul 2022 Yuan Liang, Bingjie Yu, Xiaojian Zhang, Yi Lu, Linchuan Yang

To this end, this study applies difference-in-differences, i. e., a regression-based causal inference approach, to empirically evaluate the effect of the congestion tax policy on ridesourcing demand and traffic congestion in Chicago.

Causal Inference regression

Revealing the CO2 emission reduction of ridesplitting and its determinants based on real-world data

no code implementations2 Apr 2022 Wenxiang Li, Yuanyuan Li, Ziyuan Pu, Long Cheng, Lei Wang, Linchuan Yang

Integrating the trip data with the COPERT model, this study calculates the CO2 emissions of shared rides (ridesplitting) and their substituted single rides (regular ridesourcing) to estimate the CO2 emission reduction of each ridesplitting trip.

Interpretable Machine Learning

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