A Useful Method For Model-Building
作者:
G.E.P. Box,
WilliamG. Hunter,
期刊:
Technometrics
(Taylor Available online 1962)
卷期:
Volume 4,
issue 3
页码: 301-318
ISSN:0040-1706
年代: 1962
DOI:10.1080/00401706.1962.10490015
出版商: Taylor & Francis Group
数据来源: Taylor
摘要:
A simple technique useful in iterative model-building is described. In this a statistical analysis is applied to the estimated parameters rather than to the observations directly. This mode of procedure pinpoints the source and nature of possible inadequacies and these, interacting with the experimenter's special knowledge of the problem, can suggest what modifications are necessary for improvement. The cycle may be repeated till an adequate model, which should of course be checked by additional critical experiments, is found.
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