Download e-book for iPad: Bayesian Modeling Using WinBUGS (Wiley Series in by Ioannis Ntzoufras

By Ioannis Ntzoufras

A hands-on advent to the rules of Bayesian modeling utilizing WinBUGS

Bayesian Modeling utilizing WinBUGS presents an simply obtainable creation to using WinBUGS programming recommendations in quite a few Bayesian modeling settings. the writer offers an available remedy of the subject, delivering readers a gentle creation to the rules of Bayesian modeling with unique assistance at the useful implementation of key principles.

The e-book starts off with a easy creation to Bayesian inference and the WinBUGS software program and is going directly to conceal key subject matters, including:

  • Markov Chain Monte Carlo algorithms in Bayesian inference

  • Generalized linear models

  • Bayesian hierarchical models

  • Predictive distribution and version checking

  • Bayesian version and variable evaluation

Computational notes and display captures illustrate using either WinBUGS in addition to R software program to use the mentioned recommendations. workouts on the finish of every bankruptcy let readers to check their knowing of the provided innovations and all info units and code can be found at the book's similar net site.

Requiring just a operating wisdom of likelihood conception and statistics, Bayesian Modeling utilizing WinBUGS serves as a very good e-book for classes on Bayesian statistics on the upper-undergraduate and graduate degrees. it's also a important reference for researchers and practitioners within the fields of facts, actuarial technological know-how, drugs, and the social sciences who use WinBUGS of their daily work.

Show description

Read or Download Bayesian Modeling Using WinBUGS (Wiley Series in Computational Statistics) PDF

Best mathematical & statistical books

Download e-book for iPad: PROC SQL: Beyond the Basics Using SAS, Second Edition by Kirk Paul Lafler

Kirk Lafler's PROC SQL: past the fundamentals utilizing SAS, moment variation, deals a step by step example-driven consultant that is helping readers grasp the language of PROC SQL. choked with research and examples illustrating an collection of PROC SQL concepts, statements, and clauses, this e-book may be approached in a few methods.

Rainer Schlittgen's Das Statistiklabor: Einführung und Benutzerhandbuch (German PDF

Das Statistiklabor ist eine interaktive Arbeitsumgebung, um statistische Funktionen und Darstellungsmöglichkeiten leicht und intuitiv bearbeiten zu können. Als windows-basierte Oberfläche für die Programmierumgebung R erlaubt es zudem einen wesentlich einfacheren Zugang zu der umfangreichen Funktionalität von R.

New PDF release: mODa 11 - Advances in Model-Oriented Design and Analysis:

This quantity includes pioneering contributions to either the speculation and perform of optimum experimental layout. themes include the optimality of designs in linear and nonlinear types, in addition to designs for correlated observations and for sequential experimentation. there's an emphasis on purposes to drugs, particularly, to the layout of scientific trials.

MATLAB Matrix Algebra (Matlab Solutions) - download pdf or read online

MATLAB is a high-level language and setting for numerical computation, visualization, and programming. utilizing MATLAB, you could research information, advance algorithms, and create versions and functions. The language, instruments, and integrated math features aid you discover a number of techniques and succeed in an answer quicker than with spreadsheets or conventional programming languages, similar to C/C++ or Java.

Additional info for Bayesian Modeling Using WinBUGS (Wiley Series in Computational Statistics)

Example text

Download PDF sample

Bayesian Modeling Using WinBUGS (Wiley Series in Computational Statistics) by Ioannis Ntzoufras

by Michael

Rated 4.98 of 5 – based on 40 votes