{"total":15,"rows":[{"id":"2502.04262","title":"Efficient Randomized Experiments Using Foundation Models","created":"2025-02-06","cited_by_count":10,"area":null},{"id":"2110.05225","title":"$\\beta$-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap","created":"2021-10-11","cited_by_count":8,"area":null},{"id":"2405.07186","title":"Adaptive-TMLE for the Average Treatment Effect based on Randomized Controlled Trial Augmented with Real-World Data","created":"2024-05-12","cited_by_count":7,"area":null},{"id":"2412.11511","title":"Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets","created":"2024-12-16","cited_by_count":6,"area":null},{"id":"2109.15062","title":"Towards Principled Causal Effect Estimation by Deep Identifiable Models","created":"2021-09-30","cited_by_count":4,"area":null},{"id":"2604.00811","title":"Deconfounding Scores and Representation Learning for Causal Effect Estimation with Weak Overlap","created":"2026-04-01","cited_by_count":2,"area":null},{"id":"2507.03681","title":"Robust estimation of heterogeneous treatment effects in randomized trials leveraging external data","created":"2025-07-04","cited_by_count":1,"area":null},{"id":"2309.14256","title":"A Weighted Prognostic Covariate Adjustment Method for Efficient and Powerful Treatment Effect Inferences in Randomized Controlled Trials","created":"2023-09-25","cited_by_count":0,"area":null},{"id":"2310.18027","title":"Bayesian Prognostic Covariate Adjustment With Additive Mixture Priors","created":"2023-10-27","cited_by_count":0,"area":null},{"id":"2411.09635","title":"Counterfactual Uncertainty Quantification of Factual Estimand of Efficacy from Before-and-After Treatment Repeated Measures Randomized Controlled Trials","created":"2024-11-14","cited_by_count":0,"area":null},{"id":"2506.01191","title":"Uncovering Bias Mechanisms in Observational Studies","created":"2025-06-01","cited_by_count":0,"area":null},{"id":"2512.13610","title":"Machine learning to optimize precision in the analysis of randomized trials: A journey in pre-specified, yet data-adaptive learning","created":"2025-12-15","cited_by_count":0,"area":null},{"id":"2602.03791","title":"Should I use Synthetic Data for That? An Analysis of the Suitability of Synthetic Data for Data Sharing and Augmentation","created":"2026-02-03","cited_by_count":0,"area":null},{"id":"2605.12832","title":"Digital Twins as Synthetic Controls in Single-Arm Trials","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2605.15483","title":"Improving the Efficiency of Subgroup Analysis in Randomized Controlled Trials with TMLE","created":"2026-05-14","cited_by_count":0,"area":null}],"next_cursor":null}