Graphical Models and Model Visualization

Interactive Modelling of Categorical Data

Abstract

In data analysis exploratory and interactive methods are more and more accepted. It should be possible and desirable to extend these methods to modelling and model finding.

Based on graphical models and some new graphics for loglinear models we introduce a first approach for categorical data as implemented in the software TURNER.

Keywords

Interactive Modelling; Exploratory Data Analysis; Graphical Models; (Bayesian) Model Averaging; TURNER.

Translating Models into Graphs

Here are a few ideas about how to translate a generalized linear model into a graph.

Interactive Commandlines

Here are a few ideas about how to synergize "classical" commandlines with GUIs.