Køb for 499 kr mere for gratis levering til pakkeshop
499 kr
Pakkeshop
599 kr
Hjemmelevering
Gemte
Log ind
0
Kurv
Kurv
Bayesian Regression Modeling with INLA
Engelsk
Bogcover for Bayesian Regression Modeling with INLA af Xiaofeng Wang, Yu Yue Ryan, Julian J. Faraway, Yu Ryan Yue, 9780367572266
Specifikationer
Sprog:
Engelsk
Sider:
324
ISBN-13:
9780367572266
Indbinding:
Paperback
ISBN-10:
0367572265
Udg. Dato:
30 jun 2020
Størrelse i cm:
15,4 x 23,3 x 2,8
Oplagsdato:
30 jun 2020

Bayesian Regression Modeling with INLA

Engelsk
Paperback 2020
Format:

Bog beskrivelse

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.

... Vis mere

Forlags Vejl. pris
570,84 kr
Januarudsalg
499 kr
spar 13%
Læg i kurv nu
Fri fragt over 499,-
Sikker betaling
23 - 25 hverdage

Specifikationer
Sprog:
Engelsk
Sider:
324
ISBN-13:
9780367572266
Indbinding:
Paperback
ISBN-10:
0367572265
Udg. Dato:
30 jun 2020
Størrelse i cm:
15,4 x 23,3 x 2,8
Oplagsdato:
30 jun 2020
Finder produkter...
Kategori sammenhænge