RESULTS ON STATISTICAL ESTIMATION AND HYPOTHESIS TESTING WITH APPLICATION TO THE WEIBULL AND EXTREME-VALUE DISTRIBUTIONS,

Abstract

The report consists of four distinct papers which are related by the fact that all apply to the first asymptotic distribution of smallest (extreme) values or, equivalently, the two-parameter Weibull distribution. The first paper considers a life-testing situation in which one or more sample items may be removed from test at the time of any failure, and in which the population of failure times from which the sample is randomly selected for the life test has a two-parameter Weibull distribution. The fourth paper gives tables for obtaining exact lower confidence on reliable life under the same Weibull assumption for failure time, but applies only to cases in which the number of items removed at the time of any failure consists of all the survivors. The second paper considers two populations, each of which has a first asymptotic distribution of smallest values. A test is derived for testing the hypothesis that the scale parameters of the two populations are equal. Critical values of the test statistic are calculated and tabulated for one confidence level and for singly censored independent samples, sizes 2 through 6, from the two populations. In the third paper are tables of expected-value and covariance matrices of reduced order statistics from the first asymptotic distribution of smallest values for sample sizes 1 through 25. (Author)

Document Details

Document Type
Technical Report
Publication Date
Apr 01, 1968
Accession Number
AD0672979

Entities

People

  • Nancy R. Mann

Organizations

  • Rocketdyne

Tags

DTIC Thesaurus Topics

  • Computing-Related Activities
  • Covariance
  • Data Science
  • Information Science
  • Interdisciplinary Science
  • Life Tests
  • Mathematics
  • Order Statistics
  • Statistical Analysis
  • Statistical Estimation
  • Statistics

Fields of Study

  • Mathematics

Readers

  • Statistical inference.