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DESIGNING EXPERIMENTS TO FIT AND VALIDATE REGRESSION MODELS
Author(s) -
Hoekstra J.A.
Publication year - 1985
Publication title -
statistica neerlandica
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.52
H-Index - 39
eISSN - 1467-9574
pISSN - 0039-0402
DOI - 10.1111/j.1467-9574.1985.tb01146.x
Subject(s) - polynomial regression , proper linear model , regression analysis , regression diagnostic , linear regression , regression , multivariate adaptive regression splines , mathematics , computer science , factor regression model , statistics , data mining
A graphical procedure is proposed for selecting designs suitable for estimation and validation of linear regression models. The procedure is exemplified with polynomial regression involving one and two explanatory variables.