The ridge regression estimator may be written as a linear combination of the least squares estimators derived from all possible subset regressions. This article delineates the relationship between the ridge estimator and the subset regression estimators and highlights the implications of this relationship for ridge trace interpretation. Ridge-regression examples are provided, illustrating how the interpretation of a ridge trace is enhanced.
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Gibbons et al. (1984) studied this question.
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