Truncated inverted generalized exponential distribution and its properties


GENÇ A. İ.

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, cilt.46, ss.4654-4670, 2017 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 46 Konu: 6
  • Basım Tarihi: 2017
  • Doi Numarası: 10.1080/03610918.2015.1125495
  • Dergi Adı: COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
  • Sayfa Sayıları: ss.4654-4670

Özet

The inverted generalized exponential distribution is defined as an alternative model for lifetime data. The existence of moments of this distribution is shown to hold under some restrictions. However, all the moments exist for the truncated inverted generalized exponential distribution and closed-form expressions for them are derived in this article. The distributional properties of this truncated distribution are studied. Maximum likelihood estimation method is discussed for the estimation of the parameters of the distribution both theoretically and empirically. In order to see the modeling performance of the distribution, two real datasets are analyzed.