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  • 标题:Semi-Parametric Estimation of Lorenz Curve and Gini-index in an Exponential Distribution
  • 本地全文:下载
  • 作者:P.P. Chandrasekhara Pillai ; G. Rajesh ; E.I. Abdul-Sathar
  • 期刊名称:Sri Lankan Journal of Applied Statistics
  • 印刷版ISSN:1391-4987
  • 电子版ISSN:2424-6271
  • 出版年度:2014
  • 卷号:15
  • 期号:1
  • 页码:19-30
  • DOI:10.4038/sljastats.v15i1.6749
  • 语种:English
  • 出版社:The Institute of Applied Statistics, Sri Lanka
  • 摘要:In this article, we estimate Lorenz curve and Gini-index for exponential distribution using the semi-parametric method. We derived the estimates using least square method based on the survival function. The estimation is also carried out under various censoring schemes. The performances of the estimators in terms of MSE are compared via a Monte Carlo simulation study. DOI: http://dx.doi.org/10.4038/sljastats.v15i1.6749
  • 关键词:Applied Statistics;Lorenz curve; Gini-index; Least square estimation; Kaplan-Meier estimator; Type-I censoring; Type-II censoring; Interval censoring
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