کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1151076 1489826 2013 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Comments on two papers concerning estimation of the parameters of the Pareto distribution in the presence of outliers
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آمار و احتمال
پیش نمایش صفحه اول مقاله
Comments on two papers concerning estimation of the parameters of the Pareto distribution in the presence of outliers
چکیده انگلیسی

In this paper, we examine and correct various results relating to estimation of a Pareto distribution in the presence of outliers according to a model introduced by Dixit and Jabbari Nooghabi (2011) [1] and further studied by Dixit and Jabbari Nooghabi (2011) [2]. In particular, Dixit and Jabbari Nooghabi (2011) [2] state that the maximum likelihood estimators for the parameters appearing in their model do not exist. We show that these estimators can in fact exist, and we present and illustrate a method for determining them when they do. Two numerical illustrations using actual insurance data are included.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Statistical Methodology - Volume 13, July 2013, Pages 1–11
نویسندگان
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