Bishop, C. M. 1995.
Neural Networks for Pattern Recognition. Oxford: Oxford University
Press.
Breiman, L. 1996. "Bagging
Predictors." Machine Learning 24:123-140.
Breiman, L. 1998. "Arcing
Classifiers." Annals of Statistics 26:801-824.
Freund, Y. 1995. "Boosting
a weak learning algorithm by majority." Information and Computation
121:256-285.
Freund, Y. and R. Schapire.
1996. "Experiments with a new boosting algorithm." In Machine
Learning: Proceedings of the Thirteenth International Conference,
148-156.
Friedman, H. J. 1999.
"Greedy Function Approximation: A Gradient Boosting Machine."
Technical report in postscript file trebst.ps available from:
http://www.stat.stanford.edu/~jhf/ftp.
Friedman, H. J., T.
Hastie, and R. Tibshirani. 1998. "Additive Logistic Regression:
a Statistical View of Boosting." Technical report available through
ftp:
ftp://stat.stanford.edu/pub/friedman/boost.ps.Z.
Scott, A. J. and C.
J. Wild. 1989. "Selection based on the response variable in logistic
regression," In Analysis of Complex Surveys, eds. C. J. Skinner,
D. Holt, and T. M. F. Smith, 191-205. New York: John Wiley & Sons.