English(EN) disco: Distributional Synthetic Controls

新的“disco”命令可在计量经济学中实现分布合成控制

作者 PulseAugur 编辑部 · [1 个来源] · 2026-07-14 04:00

研究人员引入了一个名为“disco”的新命令，该命令实现了分布合成控制方法。该方法允许通过对控制单元的分布进行平均来构建已处理单元的整个合成分布。该软件包提供了各种聚合方案，包括基于分位数和基于累积分布函数的方法，以及推理程序和可视化工具。通过复制先前研究的结果来演示该功能。 AI

排序理由这是一篇详细介绍新的统计方法和软件包的研究论文。[lever_c_demoted from research: ic=1 ai=0.1]

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本文如何被排名

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arXiv stat.ML TIER_1 English(EN) · Florian Gunsilius, David Van Dijcke · 2026-07-14 04:00

disco: 分布式合成控制

arXiv:2501.07550v3 Announce Type: replace-cross Abstract: The method of synthetic controls is widely used for evaluating causal effects of policy changes in settings with observational data. Often, researchers aim to estimate the causal impact of policy interventions on a treated…