2006, Part III, 221-230, DOI: 10.1007/978-3-7908-1709-6_17

Exploratory modelling analysis: visualizing the value of variables

Antony Unwin

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Abstract

Many models may fit the same dataset almost equally well. Some variables may be included in all these models, some variables may be exchangeable, some may only appear in a few models. This talk discusses ways of visualizing and assessing the contribution variables make to individual models and the contribution they make to model ensembles.

Key words  Visualization - modelling - variable selection

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