G. Biau and L. Devroye, On the layered nearest neighbour estimate, the bagged nearest neighbour estimate and the random forest method in regression and classification, Journal of Multivariate Analysis, vol.101, issue.10, 2008.
DOI : 10.1016/j.jmva.2010.06.019

URL : https://hal.archives-ouvertes.fr/hal-00559811

L. Breiman, Bagging predictors, Machine Learning, pp.123-140, 1996.
DOI : 10.1007/BF00058655

P. Bühlmann and B. Yu, Analyzing bagging, The Annals of Statistics, pp.927-961, 2002.

A. Buja and W. Stuetzle, The effect of bagging on variance, bias, and mean squared error, 2000.

A. Buja and W. Stuetzle, Smoothing effects of bagging, 2000.

L. Devroye, L. Györfi, and G. Lugosi, A Probabilistic Theory of Pattern Recognition, 1996.
DOI : 10.1007/978-1-4612-0711-5

J. H. Friedman and P. Hall, On bagging and nonlinear estimation, Journal of Statistical Planning and Inference, vol.137, issue.3, 2000.
DOI : 10.1016/j.jspi.2006.06.002

P. Hall and R. J. Samworth, Properties of bagged nearest neighbour classifiers, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol.49, issue.3, pp.363-379, 2005.
DOI : 10.1109/18.796368

C. J. Stone, Consistent nonparametric regression, The Annals of Statistics, pp.595-645, 1977.