JOURNAL ARTICLE

Estimation in two-parameter exponential distributions

Mezbahur RahmanLarry M. Pearson

Year: 2001 Journal:   Journal of Statistical Computation and Simulation Vol: 70 (4)Pages: 371-386   Publisher: Taylor & Francis

Abstract

Exponential distributions are used extensively in the field of life-testing. Estimation of parameters is revisited in two-parameter exponential distributions. A comparison study between the maximum likelihood method, the unbiased estimates which are linear functions of the maximum likelihood method, the method of product spacings, and the method of quantile estimates are presented. Finally, a simulation study is given to demonstrate the small sample properties

Keywords:
Mathematics Exponential function Quantile Maximum likelihood Natural exponential family Statistics Applied mathematics Exponential distribution Exponential family Estimation theory Sample size determination Mathematical analysis

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Citation History

Topics

Statistical Distribution Estimation and Applications
Physical Sciences →  Mathematics →  Statistics and Probability
Statistical Methods and Bayesian Inference
Physical Sciences →  Mathematics →  Statistics and Probability
Bayesian Methods and Mixture Models
Physical Sciences →  Computer Science →  Artificial Intelligence

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