Exploratory modelling analysis: visualizing the value of variables

Antony Unwin ()
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Antony Unwin: Augsburg University

A chapter in Compstat 2006 - Proceedings in Computational Statistics, 2006, pp 221-230 from Springer

Abstract: 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.

Keywords: Visualization; modelling; variable selection (search for similar items in EconPapers)
Date: 2006
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-3-7908-1709-6_17

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DOI: 10.1007/978-3-7908-1709-6_17

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