conftrace_

synthetic control

16 papers

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SC

Co-occurring keywords

causal inference (1630) treatment effect (134) panel datum (9) average treatment effect (38) counterfactual estimation (14) synthetic control method (4) treatment effect estimation (72) causal effect estimation (69) policy evaluation (115) adaptive experiment design (1)

Papers

On Model Identification and Out-of-Sample Prediction of PCR with Applications to Synthetic Controls JMLR 2025
GCF: Estimating Unobserved Demand Using Graph Causal Forecasting AAAI 2025
Proximal Causal Inference for Synthetic Control with Surrogates AISTATS 2024
On the Misspecification of Linear Assumptions in Synthetic Controls AISTATS 2024
Adaptive Experiment Design with Synthetic Controls AISTATS 2024
Tangential Wasserstein Projections JMLR 2024
Non-parametric identifiability and sensitivity analysis of synthetic control models CLEAR 2023
Differentially Private Synthetic Control AISTATS 2023
Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control NIPS 2023
On the Assumptions of Synthetic Control Methods AISTATS 2022
Policy Analysis using Synthetic Controls in Continuous-Time ICML 2021
Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis ICML 2021
Learning Treatment Effects in Panels with General Intervention Patterns NIPS 2021
Synthetic Design: An Optimization Approach to Experimental Design with Synthetic Controls NIPS 2021
Dynamical Systems Theory for Causal Inference with Application to Synthetic Control Methods AISTATS 2020
Robust Synthetic Control JMLR 2018