Observations on bagging

Statistica Sinica

Volumn 16, Issue 2, 2006, Pages 323-351

  Buja, Andreas ^a,c   Stuetzle, Werner ^b  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

^b UNIVERSITY OF WASHINGTON   (United States)

^c UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

Bagging; CART; U statistics

Indexed keywords

EID: 33746171809     PISSN: 10170405     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (8)

1. Breiman, L. (1996). Bagging predictors. Machine Learning 26, 123-140.
2. Breiman, L., Friedman, J. H., Olshen, R. and Stone, C.J. (1984). Classification and Regression Trees. Wadsworth, Belmont, California.
3. Buhlmann, P. and Yu, B. (2002). Analyzing bagging. Ann. Statist. 30, 927-961.
4. Ghen, S. X. and Hall, P. (2003). Effects of bagging and bias correction on estimators defined by estimating equations. Statist. Sinica 13, 97-109.
5. Friedman, J. H. and Hall, P. (2000). On bagging and nonlinear estimation. Can be downloaded from http://www.stat.stanford.edu/~jhf/#reports.
6. Hoeffding, W. (1948). A class of statistics with asymptotically normal distribution. Ann. Math. Statist. 19, 293-325.
7. Knight, K. and Bassett, Jr. G. W. (2002). Second order improvements of sample quantiles using subsamples. Can be downloaded from http://www.utstat. utoronto.ca/keith/papers/subsample.ps.
8. Serfling, R. J. (1980). Approximation Theorems of Mathematical Statistics. Wiley, New York.