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Akbar Asgharzadeh

Akbar Asgharzadeh

Academic rank: Professor
ORCID:
Education: PhD.
ScopusId:
Faculty: Faculty of Mathematical Sciences
Address: Department of Statistics University of Mazandaran Babolsar, IRAN
Phone: 011-54302476

Research

Title
Inverse Lindley distribution: different methods for estimating their PDF and CDF
Type
JournalPaper
Keywords
Inverse Lindley distribution;maximum likelihoodestimator; uniformlyminimum variance unbiasedestimator; confidenceinterval; Bayesian estimation;importance sampling
Year
2023
Journal Journal of Statistical Computation and Simulation
DOI
Researchers Akbar Asgharzadeh ، Alizadeh Mojtaba ، M. Z. Raqab

Abstract

The probability density and cumulative distribution functions are essential statistical forms in modelling data and characterizing their respective distributions. This study addresses the estimation problem of these basic functions for the inverse Lindley distribution. The maximum likelihood, uniformly minimum variance unbiased and Bayes estimators are considered here. The exact confidence intervals for the probability density and cumulative distribution functions of the inverse Lindley distribution are also derived. A real data application and simulation studies are performed for illustrating and comparing among the so developed methods.