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Akbar Asgharzadeh

Akbar Asgharzadeh

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

Research

Title
Statistical inference based on Lindley record data
Type
JournalPaper
Keywords
Lindley distribution · Maximum likelihood estimation · Moments based estimate · Bayesian estimation and prediction
Year
2018
Journal STATISTICAL PAPERS
DOI
Researchers Akbar Asgharzadeh ، Adeleh Fallah ، M. Z. Raqab ، Reza Valiollahi

Abstract

Based on record statistics from Lindley distribution, we consider here the problem of estimating the model parameter and predicting the unobserved records. Frequentist and Bayesian analyses are discussed for making some inferences for the model parameter and prediction of unobserved records. Frequentist methods involving maximum likelihood estimation and moments based estimation and Bayesian sampling-based technique are applied for estimating the unknown shape parameter as well as predicting the future unobserved units. The corresponding point predictors and credible intervals of future record values based on an informative set of records can be developed. Real data analysis has been performed for illustrative purposes.