Generalized Additive Models Action Set
References
Bühlmann, P., and Hothorn, T. (2007). “Boosting Algorithms: Regularization, Prediction and Model Fitting.” Statistical Science 22:477–505. https://doi.org/10.1214/07-STS242.
Friedman, J. H. (2001). “Greedy Function Approximation: A Gradient Boosting Machine.” Annals of Statistics 29:1189–1232.
Lichman, M. (2013). “UCI Machine Learning Repository.” School of Information and Computer Sciences, University of California, Irvine. http://archive.ics.uci.edu/ml.
Meier, L., Van de Geer, S., and Bühlmann, P. (2009). “High-Dimensional Additive Modeling.” Annals of Statistics 37:3779–3821.
Wood, S. (2003). “Thin Plate Regression Splines.” Journal of the Royal Statistical Society, Series B 65:95–114.
Wood, S. (2006). Generalized Additive Models. Boca Raton, FL: Chapman & Hall/CRC.