Approximate Confidence Intervals for the Log-Normal Standard Deviation

被引:13
|
作者
Tang, Shuhan [1 ]
Yeh, Arthur B. [2 ]
机构
[1] Ohio State Univ, Dept Stat, Columbus, OH 43210 USA
[2] Bowling Green State Univ, Dept Appl Stat & Operat Res, Bowling Green, OH 43403 USA
关键词
confidence interval estimate; log-normal distribution; sample size determination; standard deviation;
D O I
10.1002/qre.1786
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this work, approximate confidence intervals are derived for the standard deviation of a log-normal distribution. Simulations are conducted to evaluate the coverage probability, average length, and coverage bias of the derived approximate confidence intervals. The simulation results indicate that the proposed approximate confidence intervals perform reasonably well when the standard deviation of the log-transformed variable is small. The approximate confidence intervals are applied to a phase I pharmacokinetic study and a real data set concerning a lab testing of reference engine oil. Copyright (c) 2015 John Wiley & Sons, Ltd.
引用
收藏
页码:715 / 725
页数:11
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