491 search results - page 1 / 99 » Nonparametric Quantile Estimation |
MA
2010
Springer
13 years 9 months ago
2010
Springer
Abstract − We address the estimation of quantiles from heavy-tailed distributions when functional covariate information is available and in the case where the order of the quanti...
ICDM
2009
IEEE
14 years 5 months ago
2009
IEEE
Quantile regression refers to the process of estimating the quantiles of a conditional distribution and has many important applications within econometrics and data mining, among ...
CSDA
2006
13 years 11 months ago
2006
Quantile smoothing splines provide nonparametric estimation of conditional quantile functions. Like other nonparametric smoothing techniques, the choice of smoothing parameters co...
JMLR
2006
13 years 10 months ago
2006
Random forests were introduced as a machine learning tool in Breiman (2001) and have since proven to be very popular and powerful for high-dimensional regression and classificatio...
IJCNN
2006
IEEE
14 years 4 months ago
2006
IEEE
