کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1145510 1489661 2015 17 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Parametric transformed Fay–Herriot model for small area estimation
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آنالیز عددی
پیش نمایش صفحه اول مقاله
Parametric transformed Fay–Herriot model for small area estimation
چکیده انگلیسی

Motivated from analysis of positive data such as income, revenue, harvests and production, the paper suggests the parametric transformed Fay–Herriot model in small-area estimation. When the dual power transformation is used as the parametric transformation, we provide consistent estimators of the transformation parameter, the regression coefficients and the variance component. The empirical best linear unbiased predictors which plug in those consistent estimators are suggested, and their mean squared errors (MSE) are asymptotically evaluated. A second-order unbiased estimator of the MSE is also given through the parametric bootstrap. Finally, performances of the suggested procedures are investigated through simulation and empirical studies.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Multivariate Analysis - Volume 139, July 2015, Pages 295–311
نویسندگان
, ,