第一类删失情况下指数分布参数的检验

A Test of the Parameter of the Exponential Distribution in the Type I Censoring Case

Journal of the American Statistical Association · 1980
被引 8
ABS 4

中文导读

针对第一类删失的寿命试验,基于指数分布的最大似然估计提出一个检验假设,允许提前终止试验,并给出临界点,与Epstein(1954)的检验相比在功效和期望时长上更优。

Abstract

Abstract Consider a life-testing experiment subject to Type I censoring, where m items are put on test at the outset and are not replaced on failure. Assume an exponential failure distribution F(t) = 1 – exp (– t/θ). A test of H 0: θ ≥ ξ versus H 1: θ < ξ based on the maximum likelihood estimator of θ is proposed. It is shown that early termination of the test resulting in either acceptance or rejection of H 0 is possible. Critical points are presented. The test is shown to compare favorably with a test presented by Epstein (1954) in terms of power and expected duration time. A comparison of the test with the un-truncated and truncated sequential probability ratio test is also made.

数理统计寿命试验指数分布假设检验