Qini Curves for Multi-Armed Treatment Rules

IF 1.4 2区数学 Q2 STATISTICS & PROBABILITY

Journal of Computational and Graphical Statistics Pub Date : 2024-10-24 DOI:10.1080/10618600.2024.2418820

Erik Sverdrup, Han Wu, Susan Athey, Stefan Wager

引用次数: 0

Abstract

Qini curves have emerged as an attractive and popular approach for evaluating the benefit of data-driven targeting rules for treatment allocation. We propose a generalization of the Qini curve to m...

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多臂处理规则的基尼曲线

基尼曲线已成为评估数据驱动的治疗分配目标规则效益的一种有吸引力的流行方法。我们提出了一种对基尼曲线的概括，以评估数据驱动的治疗分配目标规则的效益。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Computational and Graphical Statistics 数学-统计学与概率论

CiteScore

3.50

自引率

8.30%

发文量

153

审稿时长

>12 weeks

期刊介绍： The Journal of Computational and Graphical Statistics (JCGS) presents the very latest techniques on improving and extending the use of computational and graphical methods in statistics and data analysis. Established in 1992, this journal contains cutting-edge research, data, surveys, and more on numerical graphical displays and methods, and perception. Articles are written for readers who have a strong background in statistics but are not necessarily experts in computing. Published in March, June, September, and December.