2 papers
stat.ME2025
Quantile Treatment Effects in High Dimensional Panel Data
Yihong Xu, Li Zheng
We introduce novel estimators for quantile causal effects with high dimensional panel data (large and ), where only one or a few units are affected by the intervention or po…
stat.ME2025
Bayesian Synthetic Control with a Soft Simplex Constraint
Yihong Xu, Quan Zhou
The challenges posed by high-dimensional data and use of the simplex constraint are two major concerns in the empirical application of the synthetic control method (SCM) in econome…