50 citations
2 papers
econ.EM2024★ 1 cited
Identifying Elasticities in Autocorrelated Time Series Using Causal Graphs
Silvana Tiedemann, Jorge Sanchez Canales, Felix Schur +4
The price elasticity of demand can be estimated from observational data using instrumental variables (IV). However, naive IV estimators may be inconsistent in settings with autocor…
cs.LG2022★ 50 cited
Jointly Contrastive Representation Learning on Road Network and Trajectory
Zhenyu Mao, Ziyue Li, Dedong Li +2
Road network and trajectory representation learning are essential for traffic systems since the learned representation can be directly used in various downstream tasks (e.g., traff…