Free shipping on all orders over $79* Limited Time Only
Track My Order
Help Centre
Likes
My Wish ListsLogin / Join
Booktopia
Australia's local bookstore
Get Free Shipping on orders over $79
Practical Bayesian Inference : A Primer for Physical Scientists - Coryn A. L. Bailer-Jones

Practical Bayesian Inference

A Primer for Physical Scientists

By: Coryn A. L. Bailer-Jones

eText | 27 April 2017

At a Glance

eText

$64.96

or 4 interest-free payments of $16.24 with

 or 

Instant online reading in your Booktopia eTextbook Library *

Why choose an eTextbook?

Instant Access *

Purchase and read your book immediately

Read Aloud

Listen and follow along as Bookshelf reads to you

Study Tools

Built-in study tools like highlights and more

* eTextbooks are not downloadable to your eReader or an app and can be accessed via web browsers only. You must be connected to the internet and have no technical issues with your device or browser that could prevent the eTextbook from operating.
Science is fundamentally about learning from data, and doing so in the presence of uncertainty. This volume is an introduction to the major concepts of probability and statistics, and the computational tools for analysing and interpreting data. It describes the Bayesian approach, and explains how this can be used to fit and compare models in a range of problems. Topics covered include regression, parameter estimation, model assessment, and Monte Carlo methods, as well as widely used classical methods such as regularization and hypothesis testing. The emphasis throughout is on the principles, the unifying probabilistic approach, and showing how the methods can be implemented in practice. R code (with explanations) is included and is available online, so readers can reproduce the plots and results for themselves. Aimed primarily at undergraduate and graduate students, these techniques can be applied to a wide range of data analysis problems beyond the scope of this work.
on
Desktop
Tablet
Mobile

You Can Find This eBook In

Non-FictionMathematics

Other Editions and Formats

Hardcover

Published: 27th April 2017

View Product

More in Mathematics

Men of Mathematics - E.T. Bell

eBOOK

Men of Mathematics

eBook

$9.99

Is God a Mathematician? - Mario Livio

eBOOK

Is God a Mathematician?

eBook

$18.99

This product is categorised by