
Accession Number : AD0787369
Title : Sensitivity Analysis of a Reliability Estimation Procedure for a Component Whose Failure Density is a Mixture of Exponential Failure Densities.
Descriptive Note : Master's thesis,
Corporate Author : NAVAL POSTGRADUATE SCHOOL MONTEREY CALIF
Personal Author(s) : Sunjata,Martinus Hartun
Report Date : SEP 1974
Pagination or Media Count : 88
Abstract : The failure rate lambda, of components with exponential failure times, because of the manufacturing process of the components, behaves as a random variable. Assuming lambda is Gamma distributed with shape parameter alpha and scale parameter beta, the reliability estimate of the components can be expressed as R prime (t) = 1/(1 + (beta prime)t) to the (alpha prime) power where (alpha prime) and (beta prime) are the maximum likelihood estimators of alpha and beta respectively. The accuracy of this estimate is analyzed when the distribution of lambda is discretely distributed rather than gamma distributed. (Author)
Descriptors : *Reliability, *Statistical analysis, Estimates, Probability density functions, Computerized simulation, Theses, Exponential functions
Subject Categories : Statistics and Probability
Mfg & Industrial Eng & Control of Product Sys
Distribution Statement : APPROVED FOR PUBLIC RELEASE