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Author : 林伯駿
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (141 download)
Download or read book Robust Empirical Bayesian Model for Weighted Linear Regression written by 林伯駿 and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : William Withers Belew
Publisher :
ISBN 13 :
Total Pages : 234 pages
Book Rating : 4.:/5 (22 download)
Download or read book A Study of the Robustness of Empirical Bayes Estimators for the Simple Linear Regression Model written by William Withers Belew and published by . This book was released on 1969 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Xiaofeng Wang
Publisher : CRC Press
ISBN 13 : 1351165747
Total Pages : 304 pages
Book Rating : 4.3/5 (511 download)
Download or read book Bayesian Regression Modeling with INLA written by Xiaofeng Wang and published by CRC Press. This book was released on 2018-01-29 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: INLA stands for Integrated Nested Laplace Approximations, which is a new method for fitting a broad class of Bayesian regression models. No samples of the posterior marginal distributions need to be drawn using INLA, so it is a computationally convenient alternative to Markov chain Monte Carlo (MCMC), the standard tool for Bayesian inference. Bayesian Regression Modeling with INLA covers a wide range of modern regression models and focuses on the INLA technique for building Bayesian models using real-world data and assessing their validity. A key theme throughout the book is that it makes sense to demonstrate the interplay of theory and practice with reproducible studies. Complete R commands are provided for each example, and a supporting website holds all of the data described in the book. An R package including the data and additional functions in the book is available to download. The book is aimed at readers who have a basic knowledge of statistical theory and Bayesian methodology. It gets readers up to date on the latest in Bayesian inference using INLA and prepares them for sophisticated, real-world work. Xiaofeng Wang is Professor of Medicine and Biostatistics at the Cleveland Clinic Lerner College of Medicine of Case Western Reserve University and a Full Staff in the Department of Quantitative Health Sciences at Cleveland Clinic. Yu Ryan Yue is Associate Professor of Statistics in the Paul H. Chook Department of Information Systems and Statistics at Baruch College, The City University of New York. Julian J. Faraway is Professor of Statistics in the Department of Mathematical Sciences at the University of Bath.
Author : Jacek Osiewalski
Publisher :
ISBN 13 :
Total Pages : 21 pages
Book Rating : 4.:/5 (596 download)
Download or read book Robust Bayesian Inference in Empirical Regression Models written by Jacek Osiewalski and published by . This book was released on 1991 with total page 21 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Donald A. Berry
Publisher : John Wiley & Sons
ISBN 13 : 9780471118565
Total Pages : 610 pages
Book Rating : 4.1/5 (185 download)
Download or read book Bayesian Analysis in Statistics and Econometrics written by Donald A. Berry and published by John Wiley & Sons. This book was released on 1996 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a definitive work that captures the current state of knowledge of Bayesian Analysis in Statistics and Econometrics and attempts to move it forward. It covers such topics as foundations, forecasting inferential matters, regression, computation and applications.
Author : Pingping Qu
Publisher :
ISBN 13 :
Total Pages : 220 pages
Book Rating : 4.:/5 (612 download)
Download or read book Empirical Bayes Estimation in Linear Regression Models Under Heteroscedasticity written by Pingping Qu and published by . This book was released on 2004 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Jürgen Pilz
Publisher :
ISBN 13 :
Total Pages : 316 pages
Book Rating : 4.3/5 (91 download)
Download or read book Bayesian Estimation and Experimental Design in Linear Regression Models written by Jürgen Pilz and published by . This book was released on 1991-07-09 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents a clear treatment of the design and analysis of linear regression experiments in the presence of prior knowledge about the model parameters. Develops a unified approach to estimation and design; provides a Bayesian alternative to the least squares estimator; and indicates methods for the construction of optimal designs for the Bayes estimator. Material is also applicable to some well-known estimators using prior knowledge that is not available in the form of a prior distribution for the model parameters; such as mixed linear, minimax linear and ridge-type estimators.
Author : Giuseppe De Luca
Publisher :
ISBN 13 :
Total Pages : 29 pages
Book Rating : 4.:/5 (838 download)
Download or read book Bayesian Model Averaging and Weighted Average Least Squares written by Giuseppe De Luca and published by . This book was released on 2011 with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : V. H. Lachos
Publisher :
ISBN 13 :
Total Pages : 32 pages
Book Rating : 4.3/5 (91 download)
Download or read book Robust Linear Mixed Models with Skew-normal Independent Distributions from a Bayesian Perspective written by V. H. Lachos and published by . This book was released on 2008 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Serge L. Wind
Publisher :
ISBN 13 :
Total Pages : 216 pages
Book Rating : 4.:/5 (838 download)
Download or read book An Empirical Bayes Approach to the Multiple Linear Regression Problem written by Serge L. Wind and published by . This book was released on 1970 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : James Kevin Little
Publisher :
ISBN 13 :
Total Pages : 522 pages
Book Rating : 4.:/5 (89 download)
Download or read book Analysis of the Scale-contaminated Normal Model written by James Kevin Little and published by . This book was released on 1983 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : S. Sivaganesan
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (35 download)
Download or read book Robust Bayesian Analysis of the Binomial Empirical Bayes Problem written by S. Sivaganesan and published by . This book was released on 1992 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Joseph B. Kadane
Publisher : North Holland
ISBN 13 :
Total Pages : 336 pages
Book Rating : 4.F/5 ( download)
Download or read book Robustness of Bayesian Analyses written by Joseph B. Kadane and published by North Holland. This book was released on 1984 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Harry Franklin Martz
Publisher :
ISBN 13 :
Total Pages : 332 pages
Book Rating : 4.:/5 (48 download)
Download or read book Empirical Bayes Estimation in Multiple Linear Regression written by Harry Franklin Martz and published by . This book was released on 1967 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Bruno Chiandotto
Publisher :
ISBN 13 :
Total Pages : 9 pages
Book Rating : 4.:/5 (875 download)
Download or read book On Empirical Bayes Estimation on Parameters in Multiple Linear Regression Models written by Bruno Chiandotto and published by . This book was released on 1970* with total page 9 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Klaus Pötzelberger
Publisher :
ISBN 13 :
Total Pages : 22 pages
Book Rating : 4.:/5 (6 download)
Download or read book Robust Bayesian Analysis of a Parameter Change in Linear Regression written by Klaus Pötzelberger and published by . This book was released on 1988 with total page 22 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Michael Smith
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)
Download or read book Finite Sample Performance of Robust Bayesian Regression written by Michael Smith and published by . This book was released on 2008 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The finite sample performance of a number of linear regression estimators is investigated in a variety of parametric settings involving outliers. A Bayesian approach is shown to have good overall comparative performance. It is then shown how the same Bayesian methodology can be easily extended to robust nonparametric regression. The Bayesian analysis is carried out using the Gibbs sampler.
