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» Quantile Regression Forests
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BMCBI
2008
113views more  BMCBI 2008»
13 years 6 months ago
A novel application of quantile regression for identification of biomarkers exemplified by equine cartilage microarray data
Background: Identification of biomarkers among thousands of genes arrayed for disease classification has been the subject of considerable research in recent years. These studies h...
Liping Huang, Wenying Zhu, Christopher P. Saunders...
MA
2010
Springer
128views Communications» more  MA 2010»
13 years 4 months ago
Single-index quantile regression
Tracy Z. Wu, Keming Yu, Yan Yu
MA
2011
Springer
287views Communications» more  MA 2011»
13 years 1 months ago
On directional multiple-output quantile regression
Davy Paindaveine, Miroslav Siman
IGARSS
2010
13 years 4 months ago
Support vector machines regression for estimation of forest parameters from airborne laser scanning data
Estimation of forest stand parameters from airborne laser scanning data relies on the selection of laser metrics sets and numerous field plots for model calibration. In mountainou...
Jean-Matthieu Monnet, Frédéric Berge...