Estimation of Optimal Transformations Using v-Fold Cross Validation and Repeated Learning-Testing Methods
New methods for the estimation of optimal transformations of random variables are proposed here. These methods have a much wider applicability. The attractiveness of these methods is that they are computationally a lot less expensive than ordinary cross validation.
Veröffentlicht in: | Sankhyā: The Indian Journal of Statistics, Series A (1961-2002). - INDIAN STATISTICAL INSTITUTE, 1961. - 52(1990), 3, Seite 314-345 |
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Format: | Online-Aufsatz |
Sprache: | English |
Veröffentlicht: |
1990
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Zugriff auf das übergeordnete Werk: | Sankhyā: The Indian Journal of Statistics, Series A (1961-2002) |
Schlagworte: | Primary 62G20 Secondary 62J02 Optimal transformations for correlation and regression v-fold cross validation Repeated learning-testing method Spline Perturbation theory Mathematics Behavioral sciences Applied sciences |
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