Chance Correlation in Variable Subset Regression: Influence of the Objective Function, the Selection Mechanism, and Ensemble Averaging-Reference-Cited by-同舟云学术

Chance Correlation in Variable Subset Regression: Influence of the Objective Function, the Selection Mechanism, and Ensemble Averaging

Published:2005-11 Issue:9 Volume:24 Page:1033-1046
ISSN:1611-020X
Container-title:QSAR & Combinatorial Science
language:en
Short-container-title:QSAR Comb. Sci.

Author:

Baumann Knut

Publisher

Wiley

Subject

Organic Chemistry,Computer Science Applications,Drug Discovery

Reference38 articles.

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2. A systematic evaluation of the benefits and hazards of variable selection in latent variable regression. Part I. Search algorithm, theory and simulations

3. Cross-validation as the objective function for variable-selection techniques

4. Subset Selection in Regression, 2nd Ed., Chapman and Hall/CRC, Boca Raton, 2002.

5. Chance correlations in structure-activity studies using multiple regression analysis

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