On boosting kernel regression
- 1 August 2008
- journal article
- Published by Elsevier BV in Journal of Statistical Planning and Inference
- Vol. 138 (8), 2483-2498
- https://doi.org/10.1016/j.jspi.2007.10.005
Abstract
No abstract availableKeywords
This publication has 20 references indexed in Scilit:
- Boosting for high-dimensional linear modelsThe Annals of Statistics, 2006
- Kernel density classification and boosting: an L2 analysisStatistics and Computing, 2005
- Boosting kernel density estimates: A bias reduction technique?Biometrika, 2004
- Boosting With theL2LossJournal of the American Statistical Association, 2003
- Greedy function approximation: A gradient boosting machine.The Annals of Statistics, 2001
- Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)The Annals of Statistics, 2000
- On average derivative quantile regressionThe Annals of Statistics, 1997
- Nonparametric Estimation of Global Functionals and a Measure of the Explanatory Power of Covariates in RegressionThe Annals of Statistics, 1995
- Boosting a Weak Learning Algorithm by MajorityInformation and Computation, 1995
- Estimating Optimal Transformations for Multiple Regression and CorrelationJournal of the American Statistical Association, 1985