کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1150955 958169 2012 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
The Fisher information matrix for a three-parameter exponentiated Weibull distribution under type II censoring
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آمار و احتمال
پیش نمایش صفحه اول مقاله
The Fisher information matrix for a three-parameter exponentiated Weibull distribution under type II censoring
چکیده انگلیسی

This paper considers the three-parameter exponentiated Weibull family under type II censoring. It first graphically illustrates the shape property of the hazard function. Then, it proposes a simple algorithm for computing the maximum likelihood estimator and derives the Fisher information matrix. The latter is represented through a single integral in terms of the hazard function; hence it solves the problem of computational difficulty in constructing inferences for the maximum likelihood estimator. Real data analysis is conducted to illustrate the effect of the censoring rate on the maximum likelihood estimation.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Statistical Methodology - Volume 9, Issue 3, May 2012, Pages 320–329
نویسندگان
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