Cover Image

Synthetic Survival Control: Extending Synthetic Controls for "When-If" Decision

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Han, Jessy Xinyi, Shah, Devavrat
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Econometrics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Synthetic Interventions
by: Agarwal, Anish, et al.
Published: (2020)

Synthetic Blips: Generalizing Synthetic Controls for Dynamic Treatment Effects
by: Agarwal, Anish, et al.
Published: (2022)

Time-Aware Synthetic Control
by: Rho, Saeyoung, et al.
Published: (2026)

disco: Distributional Synthetic Controls
by: Gunsilius, Florian, et al.
Published: (2025)

A Causal Inference Framework for Data Rich Environments
by: Abadie, Alberto, et al.
Published: (2025)

Asymptotically Unbiased Synthetic Control Methods by Moment Matching
by: Kato, Masahiro, et al.
Published: (2023)

Synthetic Potential Outcomes and Causal Mixture Identifiability
by: Mazaheri, Bijan, et al.
Published: (2024)

Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions
by: Agarwal, Abhineet, et al.
Published: (2023)

Can Moran Eigenvectors Improve Machine Learning of Spatial Data? Insights from Synthetic Data Validation
by: Li, Ziqi, et al.
Published: (2025)

Correlated Synthetic Controls
by: Moev, Tzvetan
Published: (2025)

Incentive-Aware Synthetic Control: Accurate Counterfactual Estimation via Incentivized Exploration
by: Ngo, Daniel, et al.
Published: (2023)

The inclusive Synthetic Control Method
by: Di Stefano, Roberta, et al.
Published: (2024)

Synthetic Regressing Control
by: Zhu, Rong J. B.
Published: (2023)

A Relaxation Approach to Synthetic Control
by: Liao, Chengwang, et al.
Published: (2025)

Synthetic Control Inference for Staggered Adoption
by: Cao, Jianfei, et al.
Published: (2019)

Asymptotic Properties of the Distributional Synthetic Controls
by: Zhang, Lu, et al.
Published: (2024)

Synthetic Controls for Experimental Design
by: Abadie, Alberto, et al.
Published: (2021)

The Harmonic Synthetic Control Method
by: Liu, Ziyi, et al.
Published: (2026)

Bayesian and Frequentist Inference for Synthetic Controls
by: Martinez, Ignacio, et al.
Published: (2022)

Temporal Aggregation for the Synthetic Control Method
by: Sun, Liyang, et al.
Published: (2024)

Synthetic Control Misconceptions: Recommendations for Practice
by: Pickett, Robert, et al.
Published: (2026)

Incorporating Cognitive Biases into Reinforcement Learning for Financial Decision-Making
by: He, Liu
Published: (2026)

Weak instrumental variables due to nonlinearities in panel data: A Super Learner Control Function estimator
by: Avila-Marquez, Monika
Published: (2025)

Estimation and Inference for Synthetic Control Methods with Spillover Effects
by: Cao, Jianfei, et al.
Published: (2019)

Synthetic Controls with spillover effects: A comparative study
by: Melnychuk, Andrii
Published: (2024)

Group-Heterogeneous Changes-in-Changes and Distributional Synthetic Controls
by: Chen, Songnian, et al.
Published: (2023)

Budget-Constrained Causal Bandits: Bridging Uplift Modeling and Sequential Decision-Making
by: Pillai, Abhirami
Published: (2026)

A Method of Moments Approach to Asymptotically Unbiased Synthetic Controls
by: Fry, Joseph
Published: (2023)

Identification and Bayesian Inference for Synthetic Control Methods with Spillover Effects
by: Sakaguchi, Shosei, et al.
Published: (2024)

Winner's Curse Drives False Promises in Data-Driven Decisions: A Case Study in Refugee Matching
by: Bastani, Hamsa, et al.
Published: (2026)

Regularization of Synthetic Controls for Policy Evaluation
by: Yi‐Ting Chen
Published: (2026)

Estimating the Value of Evidence-Based Decision Making
by: Abadie, Alberto, et al.
Published: (2023)

Using Multiple Outcomes to Improve the Synthetic Control Method
by: Sun, Liyang, et al.
Published: (2023)

Degrees of Freedom and Information Criteria for the Synthetic Control Method
by: Pouliot, Guillaume Allaire, et al.
Published: (2022)

Difference-in-Differences Meets Synthetic Control: Doubly Robust Identification and Estimation
by: Sun, Yixiao, et al.
Published: (2025)

Statistical Tests for Replacing Human Decision Makers with Algorithms
by: Feng, Kai, et al.
Published: (2023)

Counterfactual and Synthetic Control Method: Causal Inference with Instrumented Principal Component Analysis
by: Wang, Cong
Published: (2024)

Doubly Robust Inference in Causal Latent Factor Models
by: Abadie, Alberto, et al.
Published: (2024)

Statistical Inference of Optimal Allocations I: Regularities and their Implications
by: Feng, Kai, et al.
Published: (2024)

Distributionally Robust Synthetic Control: Ensuring Robustness Against Highly Correlated Controls and Weight Shifts
by: Koo, Taehyeon, et al.
Published: (2025)