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Exogenous Switching Treatment Effects Regression (ESTER) methodology.

Figshare2024-12-10 更新2026-04-28 收录

数据链接：

https://figshare.com/articles/dataset/Exogenous_Switching_Treatment_Effects_Regression_ESTER_methodology_/28002157 数据链接链接失效反馈

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Exogenous Switching Treatment Effects Regression (ESTER) methodology.

应用场景：

创建时间：

2024-12-10

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项目反应理论

This dataset contains replication materials for paper entitled: "Estimating Heterogeneous Treatment Effects with Item-Level Outcome Data: Insights from Item Response Theory." Materials include the dat

DataCite Commons2025-05-12 更新70

LATE With Missing or Mismeasured Treatment

因果推断

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We provide a new estimator, MR-LATE, that consistently estimates local average treatment effects when treatment is missing for some observations, not at random. If instead treatment is mismeasured for

Taylor & Francis Group2022-10-04 更新60

Additional file 1 of Estimation of average treatment effect based on a multi-index propensity score

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机器学习

Additional file 1: Fig. S1. The distribution of the estimated average treatment effect for kernel-based MiPS estimator and artificial neural network-based MiPS estimator in 1000 simulated data sets. T

DataCite Commons2024-02-07 更新40

Data and Code for: Contamination Bias in Linear Regressions

因果推断

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We study regressions with multiple treatments and a set of controls that is flexible enough to purge omitted variable bias. We show that these regressions generally fail to estimate convex averages of

DataCite Commons2025-01-03 更新70

Additional file 1 of Estimation of average treatment effect based on a multi-index propensity score

因果推断

处理效应估计

Figshare2024-02-07 更新60