2 papers
stat.AP2025
Bayesian spatiotemporal modeling of passenger trip assignment in metro networks
Xiaoxu Chen, Alexandra M. Schmidt, Zhenliang Ma +1
Assigning passenger trips to specific network paths using automatic fare collection (AFC) data is a fundamental application in urban transit analysis. The task is a difficult inver…
stat.AP2024
Conditional forecasting of bus travel time and passenger occupancy with Bayesian Markov regime-switching vector autoregression
Xiaoxu Chen, Zhanhong Cheng, Alexandra M. Schmidt +1
Accurately forecasting bus travel time and passenger occupancy with uncertainty is essential for both travelers and transit agencies/operators. However, existing approaches to fore…