Related Books

Statistical Modeling Using Bayesian Latent Gaussian Models
Language: en
Pages: 256
Authors: Birgir Hrafnkelsson
Categories: Mathematics
Type: BOOK - Published: 2023-12-10 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book focuses on the statistical modeling of geophysical and environmental data using Bayesian latent Gaussian models. The structure of these models is desc
Bayesian Regression Modeling with INLA
Language: en
Pages: 325
Authors: Xiaofeng Wang
Categories: Mathematics
Type: BOOK - Published: 2018-01-29 - Publisher: CRC Press

DOWNLOAD EBOOK

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 poste
Statistical Modeling and Computation
Language: en
Pages: 400
Authors: Dirk P. Kroese
Categories: Computers
Type: BOOK - Published: 2013-11-18 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This textbook on statistical modeling and statistical inference will assist advanced undergraduate and graduate students. Statistical Modeling and Computation p
Bayesian Statistical Modeling with Stan, R, and Python
Language: en
Pages: 395
Authors: Kentaro Matsuura
Categories: Computers
Type: BOOK - Published: 2023-01-24 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book provides a highly practical introduction to Bayesian statistical modeling with Stan, which has become the most popular probabilistic programming langu
Statistical Modelling and Regression Structures
Language: en
Pages: 472
Authors: Thomas Kneib
Categories: Mathematics
Type: BOOK - Published: 2010-01-12 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The contributions collected in this book have been written by well-known statisticians to acknowledge Ludwig Fahrmeir's far-reaching impact on Statistics as a s