کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1153367 958329 2008 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Proper Bayesian estimating equation based on Hilbert space method
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آمار و احتمال
پیش نمایش صفحه اول مقاله
Proper Bayesian estimating equation based on Hilbert space method
چکیده انگلیسی
This paper uses Hilbert space method to introduce and investigate the validity of Bayesian estimating equation. A validity for Hilbert-based Bayesian estimating function is established via the Hilbert-based unbiasedness and information unbiasedness. As an application, the newly proposed method is adopted to construct an estimating equation for nonlinear regression model. Furthermore, the new notion is employed to lay a theoretical foundation for the penalty-based methods such as penalized likelihood and penalized least squares.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Statistics & Probability Letters - Volume 78, Issue 9, 15 July 2008, Pages 1119-1127
نویسندگان
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