Skip to Content
Doing Bayesian Data Analysis
book

Doing Bayesian Data Analysis

by John Kruschke
November 2010
Beginner to intermediate
672 pages
19h 28m
English
Academic Press
Content preview from Doing Bayesian Data Analysis

Chapter 22

Contingency Table Analysis

Contents

22.1 Poisson Exponential ANOVA

22.1.1 What the Data Look Like

22.1.2 The Exponential Link Function

22.1.3 The Poisson Likelihood

22.1.4 The Parameters and the Hierarchical Prior

22.2 Examples

22.2.1 Credible Intervals on Cell Probabilities

22.3 Log Linear Models for Contingency Tables

22.4 R Code for the Poisson Exponential Model

22.5 Exercises

Count me the hours that we’ve been together, I’ll

Count you the hours I’m light as a feather, but

‘Cause every hour you’re all that I see, there’s

No telling if there’s a contingency.

Consider a situation in which we observe two nominal values about every item measured. For example, suppose there is an election, and we poll randomly selected people regarding ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Doing Bayesian Data Analysis, 2nd Edition

Doing Bayesian Data Analysis, 2nd Edition

John Kruschke
Bayesian Data Analysis, Third Edition, 3rd Edition

Bayesian Data Analysis, Third Edition, 3rd Edition

Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, Donald B. Rubin
Hands-On Exploratory Data Analysis with Python

Hands-On Exploratory Data Analysis with Python

Suresh Kumar Mukhiya, Usman Ahmed

Publisher Resources

ISBN: 9780123814852