Graphics Reference
In-Depth Information
Visualization
in Bayesian Data Analysis
III.16
Jouni Kerman, Andrew Gelman, Tian Zheng, Yuejing Ding
16.1 Introduction
........................................................................................
710
The Role of EDA in Model Comprehension and Model-Checking
...............
710
Comparable Non-Bayesian Approaches
...................................................
711
16.2 Using Visualization to Understand and Check Models
...................
712
Using Statistical Graphics in Model-Based Data Analysis
...........................
712
Bayesian Exploratory Data Analysis
..........................................................
712
Hierarchical Models and Parameter Naming Conventions
.........................
715
Model-Checking
.....................................................................................
715
16.3 Example: A Hierarchical Model of Structure in Social Networks
....
716
Posterior Predictive Checks
.....................................................................
720
16.4 Challenges Associated with the Graphical Display
of Bayesian Inferences
........................................................................
721
Integrating Graphics and Bayesian Modeling
...........................................
722
16.5 Summary
.............................................................................................
722
