Boosting for Tumor
Classification with Gene Expression Data
Reference: Dettling, M. and Bühlmann, P. (2003). Boosting for tumor
classification with gene expression data. Bioinformatics 19, No. 9,
1061-1069.
Compressed postscript.
PDF.
R-package supclust: Finding Predictive Gene Groups from Microarray Data
Reference: Dettling, M. and Bühlmann, P. (2003). Finding predictive gene groups
from microarray data. Journal of Multivariate Analysis 90, 106-131.
PDF
R-package VLMC:
Variable Length Markov Chains
Reference: Mächler, M. and Bühlmann, P. (2004). Variable length Markov chains:
methodology, computing and software. Journal of
Computational and Graphical Statistics 13, 435-455.
R-package howmany: Lower bounds for total number of non-null hypotheses in
multiple testing:
Reference: Meinshausen, N. and Bühlmann, P. (2005). Lower bounds for the
number of
false null hypotheses for multiple testing of associations under general
dependence structures. Biometrika 92, 893-907.
PDF
R-package
mboost: Model-Based Boosting
Reference: Bühlmann, P. and Hothorn, T. (2007). Boosting algorithms:
regularization, prediction and model fitting (with discussion). Statistical
Science 22, 477-522. PDF