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Confidence Intervals for the Signal to Noise Ratio of Two-Parameter Exponential Distribution

机译:两参数指数分布的信噪比的置信区间

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摘要

This paper investigates the performance of confidence intervals for signal to noise ratio (SNR) of two-parameter exponential distribution. The confidence intervals were constructed using generalized confidence interval (GCI) approach, large sample (LS) approach, and method of variance estimates recovery (MOVER) approach. The coverage probability and average length of the confidence intervals were evaluated by a Monte Carlo simulation. The results found that the confidence intervals based on the GCI approach provide the best coverage probabilities for all cases. The approaches are illustrated using an example.
机译:本文研究了两参数指数分布的信噪比(SNR)置信区间的性能。使用广义置信区间(GCI)方法,大样本(LS)方法和方差估计恢复(MOVER)方法构造置信区间。通过蒙特卡洛模拟评估覆盖率和置信区间的平均长度。结果发现,基于GCI方法的置信区间为所有情况提供了最佳的覆盖概率。使用示例说明了这些方法。

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