22 search results - page 2 / 5 » Single-index quantile regression |
MA
2011
Springer
13 years 3 months ago
2011
Springer
ICDM
2009
IEEE
14 years 3 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 ...
JMLR
2006
13 years 8 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...
KDD
2007
ACM
14 years 2 months ago
2007
ACM
In this paper we discuss the important practical problem of customer wallet estimation, i.e., estimation of potential spending by customers (rather than their expected spending). ...
CSSC
2008
13 years 8 months ago
2008
This paper examines a weighted version of the quantile regression estimator defined by Koenker and Bassett (1978), adjusted to the case of nonlinear longitudinal data. Different w...