References

Box, G.E.P., Hunter, J.S., Hunter, W.G. (1978). Statistics for Experimenters: Design, Innovation, and Discovery. Second Edition. New York: Wiley.

Breiman, L. (2001). "Statistical modeling: The two cultures." Statistical Science. 16, 199–231.

Efron, B., Tibshirani, R.J. (1998). An Introduction to the Bootstrap. Boca Raton, FL: CRC Press.

Frank, I.E., Friedman, J.H. (1993). "A statistical view of some chemometrics regression tools." Technometrics. 35, 109–148.

Furnival, G.M., Wilson, R.W. (1974). "Regression by leaps and bounds." Technometrics. 16, 499–511.

Golbraikh, A., Tropsha, A. (2002). "Predictive QSAR modeling based on diversity sampling of experimental datasets for the training and test set selection." Journal of Computer-Aided Molecular Design. 16, 357–369.

Golub, G.H., Van Loan, C.F. (1996). Matrix Computations. Third Edition. Baltimore, MD: The John Hopkins Press.

Hand, D. (1998). "Data mining: Statistics and more." The American Statistician. 52, 112–118.

Hastie, T., Tibshirani, R., Friedman, J. (2001). The Elements of Statistical Learning: Data Mining, Inference and Prediction. New York: Springer-Verlag.

Scott, D.W. (1979). "On optimal and data-based histograms." Biometrika. 66, 3, 605–610.

Two Crows Corporation (1999). Introduction to Data Mining and Knowledge Discovery. Third Edition. Available at www.twocrows.com.