کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
418006 681600 2008 22 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
On the estimation of a large sparse Bayesian system: The Snaer program
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
On the estimation of a large sparse Bayesian system: The Snaer program
چکیده انگلیسی

The Snaer program calculates the posterior mean and variance of variables on some of which we have data (with precisions), on some we have prior information (with precisions), and on some prior indicator ratios (with precisions) are available. The variables must satisfy a number of exact restrictions. The system is both large and sparse. Two aspects of the statistical and computational development are a practical procedure for solving a linear integer system, and a stable linearization routine for ratios. The numerical method for solving large sparse linear least-squares estimation problems is tested and found to perform well, even when the n×kn×k design matrix is large (nk=O(108)nk=O(108)).

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computational Statistics & Data Analysis - Volume 52, Issue 9, 15 May 2008, Pages 4203–4224
نویسندگان
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