Statistical inference for the burr type III distribution under type II censored data

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Communications Faculty of Sciences University Ankara Series A1 Mathematics and Statistics
Volume:66 Issue:2
Statistical inference for the burr type III distribution under type II censored data

Statistical inference for the burr type III distribution under type II censored data

Authors : Ö ALTINDAĞ, N ÇANKAYA M, A YALÇINKAYA, H AYDOĞDU

Pages : 297-310

Doi:10.1501/Commua1_0000000820

View : 12 | Download : 7

Publication Date : 2017-08-01

Article Type : Research Paper

Abstract :In this study, estimation and prediction problems for the Burr typeIII distribution under type II censored data are considered. Maximum likelihood and maximum product spacing estimation methods are used to estimatemodel parameters. EM algorithm is employed to obtain maximum likelihoodestimates. Unobserved future order statistics are predicted with best unbiasedprediction method. A simulation study is carried out to exhibit performanceof the estimation methods. Further, a numerical example is presented to illustrate the usefulness of the Burr III distribution
Keywords : Burr III distribution, type II censoring, maximum likelihood, EMalgorithm, maximum product spacing, inference

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