Geodesic
Stacked regression with restrictions
Discussiones Mathematicae. Probability and Statistics, Tome 25 (2005) no. 1, pp. 103-113

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When we apply stacked regression to classification we need only discriminant indices which can be negative. In many situations, we want these indices to be positive, e.g., if we want to use them to count posterior probabilities, when we want to use stacked regression to combining classification. In such situation, we have to use leastsquares regression under the constraint βₖ ≥ 0, k = 1,2,...,K. In their earlier work [5], LeBlanc and Tibshirani used an algorithm given in [4]. However, in this paper we use a more general algorithm given in [6].
Keywords: stacked regression, regression with restrictions, mixed regression 
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Górecki, Tomasz. Stacked regression with restrictions. Discussiones Mathematicae. Probability and Statistics, Tome 25 (2005) no. 1, pp. 103-113. http://geodesic.mathdoc.fr/item/DMPS_2005_25_1_a6/