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Inferences on the mean response in a log-regression model: the generalized variable approach
Authors:Tian Lili  Wu Jianrong
Affiliation:Department of Biostatistics, University at Buffalo, Buffalo, NY 14214, USA. ltian@buffalo.edu
Abstract:This paper proposes a novel approach for the confidence interval estimation and hypothesis testing of the mean response in a log-regression model using the concept of generalized variable. Simulation studies demonstrate that the proposed confidence intervals have satisfying coverage probabilities. The proposed approach can be simply carried out by a few simulation steps. Therefore, it is an ideal candidate for making inferences about the mean response in a log-regression model.
Keywords:confidence intervals  generalized P‐values  generalized confidence intervals  generalized variable
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