3 papers
stat.AP2026
Transit Destination Inference from Tap-In-Only Bus Smart-Card Data: A Hierarchical Bayesian Approach
Gefei Zhao, Jiahe Ling, Yuelong Su
Entry-only automatic fare collection systems record boardings but not alightings, preventing direct construction of origin-destination (OD) matrices. This study develops a Hierarch…
stat.AP2025
Comparative Analysis of Global and Local Probabilistic Time Series Forecasting for Contiguous Spatial Demand Regions
Jiahe Ling, Wei Biao Wu
This study evaluates three probabilistic forecasting strategies using LightGBM: global pooling, cluster-level pooling, and station-level modeling across a range of scenarios, from…
stat.ME2024
Investigating Central England Temperature Variability: Statistical Analysis of Associations with North Atlantic Oscillation (NAO) and Pacific Decadal Oscillation (PDO)
Jiahe Ling
This study investigates the variability of the Central England Temperature (CET) series in relation to the North Atlantic Oscillation (NAO) and the Pacific Decadal Oscillation (PDO…