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Estimating the treatment effect in the two-sample problem with auxiliary information
Author:
Biao Zhang a
| Affiliation: | a Department of Mathematics, The University of Toledo, Toledo, OH, USA |
DOI:
10.1080/10485250008832814
Publication Frequency:
8 issues per year
Subjects:
Mathematical Economics;
Mathematical Finance;
Medical Statistics;
Statistical Theory & Methods;
Statistics;
Statistics for the Biological Sciences;
Stochastic Models & Processes;
Formats available:
PDF
(English)
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Abstract
In this paper, we apply the empirical likelihood method to find estimates and confidence intervals for the treatment effect in the two-sample problem. These estimates and confidence intervals make use of auxiliary information about a control group. A simulation study is presented to assess the finite sample performance of the proposed estimates.
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| Keywords: Empirical likelihood; confidence interval; control group; treatment group |
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