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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
Inference Based on New Pareto-Type Records With Applications to Precipitation and Covid-19 Data
Type
JournalPaper
Keywords
Records, Pareto distribution, Estimation, Prediction, Simulation
Year
2023
Journal Statistics, Optimization and Information Computing
DOI
Researchers A. Sadatai Nik ، Akbar Asgharzadeh ، "Ayman Bakleezi

Abstract

We consider estimation and prediction of future records based on observed records from the new Pareto type distribution proposed recently by Bourguignon et al. (2016), ¡°M. Bourguignon, H. Saulo, R. N. Fernandez, A new Pareto-type distribution with applications in reliability and income data, Physica A, 457 (2016), 166-175. We first obtain the maximum likelihood and Bayesian estimators of the model parameters. We then derive several point predictors for a future record on the basis of the frst n observed records. Two real data sets on precipitation and Covid 19 are analysed and a Monte Carlo simulation study has been performed to evaluate the statistical performance of point predictors presented in this paper.