An Estimation of the Entropy for a Double Exponential Distribution Based on Multiply Type-II Censored Samples
In many life-testing and reliability studies, the experimenter might not always obtain complete information on failure times for all experimental units. Multiply Type-II censored sampling arises in a life-testing experiment whenever the experimenter does not observe the failure times of some units p...
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2012-01-01
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Online Access: | http://www.mdpi.com/1099-4300/14/2/161/ |
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doaj-dc85e6f30c89478aa155df24171067f32020-11-25T01:09:44ZengMDPI AGEntropy1099-43002012-01-0114216117310.3390/e14020161An Estimation of the Entropy for a Double Exponential Distribution Based on Multiply Type-II Censored SamplesJun-Tae HanJinsoo KimSuk-Bok KangYoung-Seuk ChoIn many life-testing and reliability studies, the experimenter might not always obtain complete information on failure times for all experimental units. Multiply Type-II censored sampling arises in a life-testing experiment whenever the experimenter does not observe the failure times of some units placed on a life-test. In this paper, we obtain estimators for the entropy function of a double exponential distribution under multiply Type-II censored samples using the maximum likelihood estimation and the approximate maximum likelihood estimation procedures. We compare the proposed estimators in the sense of the mean squared errors by using Monte Carlo simulation.http://www.mdpi.com/1099-4300/14/2/161/double exponential distributionentropymultiply Type-II censored sample |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jun-Tae Han Jinsoo Kim Suk-Bok Kang Young-Seuk Cho |
spellingShingle |
Jun-Tae Han Jinsoo Kim Suk-Bok Kang Young-Seuk Cho An Estimation of the Entropy for a Double Exponential Distribution Based on Multiply Type-II Censored Samples Entropy double exponential distribution entropy multiply Type-II censored sample |
author_facet |
Jun-Tae Han Jinsoo Kim Suk-Bok Kang Young-Seuk Cho |
author_sort |
Jun-Tae Han |
title |
An Estimation of the Entropy for a Double Exponential Distribution Based on Multiply Type-II Censored Samples |
title_short |
An Estimation of the Entropy for a Double Exponential Distribution Based on Multiply Type-II Censored Samples |
title_full |
An Estimation of the Entropy for a Double Exponential Distribution Based on Multiply Type-II Censored Samples |
title_fullStr |
An Estimation of the Entropy for a Double Exponential Distribution Based on Multiply Type-II Censored Samples |
title_full_unstemmed |
An Estimation of the Entropy for a Double Exponential Distribution Based on Multiply Type-II Censored Samples |
title_sort |
estimation of the entropy for a double exponential distribution based on multiply type-ii censored samples |
publisher |
MDPI AG |
series |
Entropy |
issn |
1099-4300 |
publishDate |
2012-01-01 |
description |
In many life-testing and reliability studies, the experimenter might not always obtain complete information on failure times for all experimental units. Multiply Type-II censored sampling arises in a life-testing experiment whenever the experimenter does not observe the failure times of some units placed on a life-test. In this paper, we obtain estimators for the entropy function of a double exponential distribution under multiply Type-II censored samples using the maximum likelihood estimation and the approximate maximum likelihood estimation procedures. We compare the proposed estimators in the sense of the mean squared errors by using Monte Carlo simulation. |
topic |
double exponential distribution entropy multiply Type-II censored sample |
url |
http://www.mdpi.com/1099-4300/14/2/161/ |
work_keys_str_mv |
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