-
Xiaofeng Wang Yu Ryan Yue Julian Faraway
Click on cover to enlarge.
Buy This Book
From Amazon.
7 - 8Hours to read
دانلود کتاب Bayesian Regression Modeling with INLA
by Xiaofeng Wang, Yu Ryan Yue, Julian Faraway|
|
عنوان فارسی: مدل سازی رگرسیون بیزی با INLA |
دانلود کتاب
جزییات کتاب
Features
Covers a variety of regression models
Discusses real case studies
Includes R code examples
Explains innovative and efficient Bayesian inference
Handles complex data
Summary
This book addresses the applications of extensively used regression models under a Bayesian framework. It emphasizes efficient Bayesian inference through integrated nested Laplace approximations (INLA) and real data analysis using R. The INLA method directly computes very accurate approximations to the posterior marginal distributions and is a promising alternative to Markov chain Monte Carlo (MCMC) algorithms, which come with a range of issues that impede practical use of Bayesian models.
Covers a variety of regression models
Discusses real case studies
Includes R code examples
Explains innovative and efficient Bayesian inference
Handles complex data
Summary
This book addresses the applications of extensively used regression models under a Bayesian framework. It emphasizes efficient Bayesian inference through integrated nested Laplace approximations (INLA) and real data analysis using R. The INLA method directly computes very accurate approximations to the posterior marginal distributions and is a promising alternative to Markov chain Monte Carlo (MCMC) algorithms, which come with a range of issues that impede practical use of Bayesian models.
کتاب های مرتبط
Flexible Bayesian Regression Modelling
Yanan Fan (editor), David Nott (editor), Mike S. Smith (editor), Jean-Luc Dortet-Bernadet (editor), 2019 
Bayesian and Frequentist Regression Methods
Jon Wakefield 
این کتاب رو مطالعه کردید؟ نظر شما چیست؟
برای ارسال نظر، لطفا وارد شوید.
نظر دهید
Adding comments has been disabled.
نظرات (0)
هنوز نظری داده نشده است. شما اولین باشید!
