TY - JOUR
T1 - Statistical analysis of generalized exponential distribution under progressive censoring with binomial removals
AU - Yan, Weian
AU - Shi, Yimin
AU - Song, Baowei
AU - Mao, Zhaoyong
PY - 2011/8
Y1 - 2011/8
N2 - The estimation of generalized exponential distribution based on progressive censoring with binomial removals is presented, where the number of units removed at each failure time follows a binomial distribution. Maximum likelihood estimators of the parameters and their confidence intervals are derived. The expected time required to complete the life test under this censoring scheme is investigated. Finally, the numerical examples are given to illustrate some theoretical results by means of Monte-Carlo simulation.
AB - The estimation of generalized exponential distribution based on progressive censoring with binomial removals is presented, where the number of units removed at each failure time follows a binomial distribution. Maximum likelihood estimators of the parameters and their confidence intervals are derived. The expected time required to complete the life test under this censoring scheme is investigated. Finally, the numerical examples are given to illustrate some theoretical results by means of Monte-Carlo simulation.
KW - Binomial removal
KW - Expected experiment time
KW - Generalized exponential distribution
KW - Maximum likelihood estimator
KW - Progressive censoring
UR - http://www.scopus.com/inward/record.url?scp=80051917956&partnerID=8YFLogxK
U2 - 10.3969/j.issn.1004-4132.2011.04.022
DO - 10.3969/j.issn.1004-4132.2011.04.022
M3 - 文章
AN - SCOPUS:80051917956
SN - 1671-1793
VL - 22
SP - 707
EP - 714
JO - Journal of Systems Engineering and Electronics
JF - Journal of Systems Engineering and Electronics
IS - 4
ER -