**Bayesian Methods for Statistical Analysis**

by Borek Puza

**Publisher**: ANU Press 2015**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.

Download or read it online for free here:

**Download link**

(6.1MB, PDF)

## Similar books

**Statistics for Health, Life and Social Sciences**

by

**Denis Anthony**-

**BookBoon**

This is a practical book. It is aimed at people who need to understand statistics, but not develop it as a subject. The typical reader might be a postgraduate student in health, life, or social science who has no knowledge of statistics.

(

**7368**views)

**Introduction to Statistical Thinking**

by

**Benjamin Yakir**-

**The Hebrew University of Jerusalem**

This is an introduction to statistics, with R, without calculus. The target audience for this book is college students who are required to learn statistics, students with little background in mathematics and often no motivation to learn more.

(

**5984**views)

**Dynamic Programming and Bayesian Inference: Concepts and Applications**

by

**Mohammad Saber Fallah Nezhad (ed.)**-

**InTech**

Dynamic programming and Bayesian inference have been both intensively and extensively developed during recent years. The purpose of this volume is to provide some applications of Bayesian optimization and dynamic programming.

(

**4345**views)

**Foundations in Statistical Reasoning**

by

**Pete Kaslik**

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.

(

**2391**views)