ASQ - Statistics Division

Model Selection (Part II: Model Selection Procedures)

Abstract: This article is the second of a two part series on model selection criteria and model selection procedures. These tools have been employed by statisticians for many years, but more frequently these tools are being used by quality professionals from diverse backgrounds. The purpose of the first article was to introduce and describe common model selection criteria. This second article will describe some model selection procedures and how they are used for automatic model building and feature selection.

Keywords: model selection - Regression

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The author offers sound and powerful methods to handle an issue we face on a regular basis with our experiments. I found the information to be very helpful and appropriate for application in typical manufacturing experiments.
--Steve Robbins, 09-02-2011
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