Boosting algorithms for fitting generalized linear, additive and interaction models to potentially high-dimensional data. The current relase version can be found on CRAN (http://cran.r-project.org/package=mboost).
S. Friedrichs, J. Manitz, P. Burger, C.I. Amos, A. Risch, J.C. Chang-Claude, H.E. Wichmann, T. Kneib, H. Bickeböller, B. Hofner (2017). "Pathway-Based Kernel Boosting for the Analysis of Genome-Wide Association Studies". Computational and Mathematical Methods in Medicine, 2017, Article ID 6742763, 1-17. DOI 10.1155/2017/6742763.
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S. Friedrichs, J. Manitz, P. Burger, C.I. Amos, A. Risch, J.C. Chang-Claude, H.E. Wichmann, T. Kneib, H. Bickeböller, B. Hofner (2017). "Pathway-Based Kernel Boosting for the Analysis of Genome-Wide Association Studies". Computational and Mathematical Methods in Medicine, 2017, Article ID 6742763, 1-17. DOI 10.1155/2017/6742763.