✦ LIBER ✦

Selecting the best model to fit data

✍ Scribed by T.Graham Freeman

Publisher: Elsevier Science
Year: 1985
Tongue: English
Weight: 382 KB
Volume: 27
Category: Article
ISSN: 0378-4754
DOI: 10.1016/0378-4754(85)90032-1

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✦ Synopsis

The paper reviews many of the techniques used to choose the most appropriate model order when fitting a choice of models to available data. The goodness-of-fit test alone is often inadequate, since models with too many parameters can appear to fit the data better, but the improved fit does not carry over to new data on the same process.

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