Logo

Bayesian Methods for Statistical Analysis

Large book cover: Bayesian Methods for Statistical Analysis

Bayesian Methods for Statistical Analysis
by

Publisher: ANU Press
ISBN-13: 9781921934254
Number of pages: 697

Description:
A book on statistical methods for analysing a wide variety of data. Topics: bayesian estimation, decision theory, prediction, hypothesis testing, hierarchical models, Markov chain Monte Carlo methods, finite population inference, biased sampling and nonignorable nonresponse. The book contains many exercises, all with worked solutions, including complete computer code.

Home page url

Download or read it online for free here:
Download link
(6.1MB, PDF)

Similar books

Book cover: Everything you wanted to know about Data Analysis and FittingEverything you wanted to know about Data Analysis and Fitting
by - arXiv
These notes discuss, in a style intended for physicists, how to average data and fit it to some functional form. I try to make clear what is being calculated, what assumptions are being made, and to give a derivation of results.
(6406 views)
Book cover: Essentials of StatisticsEssentials of Statistics
by - BookBoon
This compendium of probability and statistics offers an instruction in the central areas of these subjects. The focus is overview. The book is intensively examplefied, which give the reader a recipe how to solve all the common types of exercises.
(11459 views)
Book cover: Foundations in Statistical ReasoningFoundations in Statistical Reasoning
by
Contents: Statistical Reasoning; Obtaining Useful Evidence; Examining the Evidence Using Graphs and Statistics; Inferential Theory; Testing Hypotheses; Confidence Intervals and Sample Size; Analysis of Bivariate Quantitative Data; Chi Square; etc.
(3055 views)
Book cover: Applied Multivariate Statistical AnalysisApplied Multivariate Statistical Analysis
by - Springer
The authors present multivariate data analysis in a way that is understandable to non-mathematicians and practitioners confronted by statistical data analysis. The book has a friendly yet rigorous style. Mathematical results are clearly stated.
(15946 views)