Scientific Research and Essays

  • Abbreviation: Sci. Res. Essays
  • Language: English
  • ISSN: 1992-2248
  • DOI: 10.5897/SRE
  • Start Year: 2006
  • Published Articles: 2768

Full Length Research Paper

Planning step-stress life tests with type-ii censored data

    Ali A. Ismail
King Saud University, College of Science, Department of Statistics and Operations Research, P. O. Box 2455, Riyadh 11451, Saudi Arabia. E-mail:
Email: [email protected]

  •  Accepted: 08 August 2011
  •  Published: 30 September 2011

Abstract

 

 

This study discusses the point and interval estimations of two-parameter Gompertz distribution under partially accelerated life tests with Type-II censoring. Also, the study considers the optimal design problem in the case of time step-stress model. The maximum likelihood estimators and approximate confidence intervals of the model parameters are derived. Also, optimum test plans for the time step-stress life tests are developed. For illustration, a simulation study is provided.

Key words: Gompertz distribution, partially accelerated life test, maximum likelihood estimation, Newton-Raphson method, fisher information matrix, Monte Carlo simulation, type-II censoring, optimal design, generalized asymptotic variance.