已知变异系数的正态均值的置信区间

Suparat Niwitpong
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引用次数: 10

摘要

本文对变异系数已知的正态总体均值提出了两个新的置信区间。这种情况通常发生在环境和农业实验中,科学家知道他们的实验的变异系数。基于Searls[5]的最新工作和本文首次提出的新方法,我们针对该问题提出了两个新的置信区间。我们推导了覆盖概率和每个置信区间的期望长度的解析表达式。蒙特卡罗模拟将根据这些间隔的预期长度来评估它们的性能。关键词:置信区间,覆盖概率,预期长度,已知变异系数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Confidence Intervals for the Normal Mean with Known Coefficient of Variation
In this paper we proposed two new confidence intervals for the normal population mean with known coefficient of variation. This situation occurs normally in environment and agriculture experiments where the scientist knows the coefficient of variation of their experiments. We propose two new confidence intervals for this problem based on the recent work of Searls [5] and the new method proposed in this paper for the first time. We derive analytic expressions for the coverage probability and the expected length of each confidence interval. Monte Carlo simulation will be used to assess the performance of these intervals based on their expected lengths. Keywords—confidence interval, coverage probability, expected length, known coefficient of variation.
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