Journal of the Korean Data and Information Science Society

The Korean Data and Information Science Society (한국데이터정보과학회)
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On the Estimation of Parameters in ALT under Generalized Exponential Distribution

  • Published : 2005.11.30
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Abstract

The two parameter generalized exponential distribution was recently introduced by Gupta and Kundu (1999). It is observed that the generalized exponential distribution can be used quite effectively to analyze skewed data set. This paper develops the accelerated life test model using generalized exponential distribution and considers maximum likelihood estimation of parameters under the tampered random variable model. To show the performance of proposed maximum likelihood estimates, some simulation will be performed. Using a real data set, an example will be given.

Keywords

References

  1. 응용통계연구 v.13 no.2 단계 스트레스 가속수명모형을 이용한 쿨백-라이블 러 정보함수에 대한 추정 박병구;윤상철;조건호
  2. Naval Research Logistics Quarterly v.26 Bayesian Estimation and Optimal Design in Partially Accelerated Life Testing DeGroot, M.H.;Goel, P.K.
  3. Austral & New Zealand Journal Statist. v.41 Generalized Exponential Distribution Gupta, R.D.;Kundu, D.
  4. Biometrical Journal v.43 Generalized Exponential Family : an Alternative to Gamma and Weibull Distributions Gupta, R.D.;Kundu, D.
  5. Journal Statist. Comput. Simulation v.69 Generalized Exponential Distribution : Different Methods of Estimation Gupta, R.D.;Kundu, D.
  6. Journal Statist. Theory Appl. v.1 Generalized Exponential Distribution : Statistical Inferences Gupta, R.D.;Kundu, D.
  7. Computational Statistics & Data Analysis v.43 Discriminating between Weibull and Generalized Exponential Distributions Gupta, R.D.;Kundu, D.
  8. Journal of Statistical Planning Inference v.27 Discriminating between the Log-normal and Generalized Exponential Distributions Gupta, R.D.;Kundu, D.
  9. IEEE Transactions on Reliability v.47 A new Model for Step-Stress Testing Khamis, I.H.;Higgins, J.J.
  10. Statistical Models and Methods for Lifetime Data Lawless, J.F.
  11. International Journal of Reliability and Application v.1 no.2 On Estimating of Kullback- Leibler Information Function using Three Step stress Accelerated Life Test Park, B.G.;Yoon, S.C.;Cho, J.Y.