Exact confidence intervals in the presence of interference

被引：8

作者：

Rigdon, Joseph ^{[1
]}

Hudgens, Michael G. ^{[2
]}

机构：

[1] Stanford Univ, Quantitat Sci Unit, Palo Alto, CA 94304 USA

[2] Univ N Carolina, Dept Biostat, Chapel Hill, NC 27516 USA

来源：

STATISTICS & PROBABILITY LETTERS | 2015年 / 105卷

基金：

美国国家卫生研究院;

关键词：

Causal inference; Exact confidence interval; Interference; Randomization inference; CAUSAL INFERENCE; RANDOMIZATION; DESIGN;

D O I：

10.1016/j.spl.2015.06.011

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

For two-stage randomized experiments assuming partial interference, exact confidence intervals are proposed for treatment effects on a binary outcome. Empirical studies demonstrate the new intervals have narrower width than previously proposed exact intervals based on the Hoeffding inequality. (C) 2015 Elsevier B.V. All rights reserved.

引用

页码：130 / 135

页数：6

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