2 papers
cs.LG2026
Time-Aware Synthetic Control
Saeyoung Rho, Cyrus Illick, Samhitha Narasipura +3
The synthetic control (SC) framework is widely used for observational causal inference with time-series panel data. SC has been successful in diverse applications, but existing met…
stat.ME2025
Efficiently Learning Synthetic Control Models for High-dimensional Disaggregated Data
Ye Shen, Rui Song, Alberto Abadie
The Synthetic Control method (SC) has become a valuable tool for estimating causal effects. Originally designed for single-treated unit scenarios, it has recently found application…