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A Bivariate Warning-Time/Failure-Time Distribution

 

作者: GeorgeA. Mihram,   RobertA. Hultquist,  

 

期刊: Journal of the American Statistical Association  (Taylor Available online 1967)
卷期: Volume 62, issue 318  

页码: 589-599

 

ISSN:0162-1459

 

年代: 1967

 

DOI:10.1080/01621459.1967.10482931

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

A bivariate density function, without location parameter, is defined over the range 0< × < y <∞. The marginal distribution ofYis taken to be Stacy's generalized Gamma distribution [10], and the determining conditional distribution ofXis assumed to be the Beta distribution, normalized over the interval 0<x<y.Parameter estimation for the resulting five-parameter bivariate density, from a complete bivariate sample (xi, yi),i= 1, 2, …,n, is indicated. Whenever the parameters of the conditional Beta distribution may be assumed known, a technique for estimating the three parameters of Stacy's distribution from a complete sample of the warning-times,xi,i= 1, 2, …,n, is presented. Measures of the dispersion of the scale parameter estimates, when calculated from the sample of warning-times, are provided. In conclusion, some important special cases of the bivariate density are discussed.

 

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