Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:Bayesian Regression Modeling With InlaISBN13:9780367572266ISBN10:0367572265Author:Wang, Xiaofeng (Author), Yue Ryan, Yu (Author), Faraway, Julian J. (Author)Description: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 Binding:Paperback, PaperbackPublisher:CRC PressPublication Date:2020-06-30Weight:0 lbsDimensions:Number of Pages:312Language:English
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Author: Wang, Xiaofeng (Author)
Book Title: Bayesian Regression Modeling With Inla
Language: English
Format: Paperback
Publisher: CRC Press
Publication Year: 2020
Item Weight: 0 lbs
