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资源简介：
Data for simulation and Lalonde dataset etc.
用于模拟的数据集及拉隆德数据集（Lalonde Dataset）等
应用场景：
相关数据集
Replication Data for: How to Deal With Reverse Causality Using Panel Data? Recommendations for Researchers Based on a Simulation Study
Does X affect Y? Answering this question is particularly difficult if reverse causality is looming. Many social scientists turn to panel data to address such questions of causal ordering. Yet even in
DataCite Commons2025-05-12 更新80
Replication Data for: Image-based Treatment Effect Heterogeneity
Abstract: Randomized controlled trials (RCTs) are considered the gold standard for estimating the Average Treatment Effect (ATE) of interventions. One important use of RCTs is to study the causes of g
DataONE2025-04-16 更新70
The PCDID Approach: Difference-in-Differences When Trends Are Potentially Unparallel and Stochastic
We develop a class of regression-based estimators, called Principal Components Difference-in-Differences (PCDID) estimators, for treatment effect estimation. Analogous to a control function approach,
Taylor & Francis Group2022-06-14 更新50
Results of mediation analysis after PSM.
Results of mediation analysis after PSM.
NIAID Data Ecosystem70
Improved Bounds and Inference on Optimal Regimes
Point identification of causal effects requires strong assumptions that are unreasonable in many practical settings. However, bounds on these effects can often be derived under plausible assumptions.
DataCite Commons2025-10-29 更新60
