Ahmed Z. Afify
Asst. Professor
A new extended model with bathtub shaped failure rate: properties, simulation, and applications to failure rate andsurvival data.
Mathematics • 2021
Publication Information
Authors
Al Mutairi, A., Iqbal, M.Z., Arshad, M.Z. and Afify, A.Z.
Keywords
Not Available
Journal
Mathematics
Publisher
Not Available
Volume
9
Issue
Not Available
Pages
p.2024
publication.type
International
Paper Link
Open Link
Supplementary Materials
Not Available
Abstract
Theoretical and applied researchers have been frequently interested in proposing alternative skewed and symmetric lifetime parametric models that provide greater flexibility in modeling real-life data in several applied sciences. To fill this gap, we introduce a three-parameter bounded lifetime model called the exponentiated new power function (E-NPF) distribution. Some of its mathematical and reliability features are discussed. Furthermore, many possible shapes over certain choices of the model parameters are presented to understand the behavior of the density and hazard rate functions. For the estimation of the model parameters, we utilize eight classical approaches of estimation and provide a simulation study to assess and explore the asymptotic behaviors of these estimators. The maximum likelihood approach is used to estimate the E-NPF parameters under the type II censored samples. The efficiency of the E-NPF distribution is evaluated by modeling three lifetime datasets, showing that the E-NPF distribution gives a better fit over its competing models such as the Kumaraswamy-PF, Weibull-PF, generalized-PF, Kumaraswamy, and beta distributions.
