|
|
|
|
Shrinkage Estimators for the Shape Parameter of Classical Pareto Distribution
|
|
|
|
|
|
|
|
نویسنده
|
ÖZDEMİR Şenay ,EBEGİL Meral
|
|
منبع
|
journal of natural and applied sciences - 2012 - دوره : 16 - شماره : 1 - صفحه:116 -121
|
|
چکیده
|
In this study, the biased estimators for the shape parameter of classical pareto distribution by using the maximum likelihood estimator and the unbiased estimator are proposed. mean square errors of these biased estimators are smaller than mean square errors of maximum likelihood estimator and the unbiased estimator. then the unbiased estimator and the maximum likelihood estimator are compared with obtained biased estimators by means of simulation study and conclusions are interpreted.
|
|
کلیدواژه
|
Mean Square Error ,Bias ,Pareto Distribution ,Shape Parameter ,Shrinkage Estimation
|
|
آدرس
|
Afyon Kocatepe Üniversitesi, Fen-Edebiyat Fakültesi, İstatistik Bölümü, Turkey, Gazi Üniversitesi, Fen Fakültesi, İstatistik Bölümü, Turkey
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Authors
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|