288 search results - page 16 / 58 » Robust Regression and Lasso |
CSDA
2011
13 years 2 months ago
2011
MA
2010
Springer
13 years 2 months ago
2010
Springer
MA
2010
Springer
13 years 6 months ago
2010
Springer
A general approach for developing distribution free tests for general linear models based on simplicial depth is applied to multiple regression. The tests are based on the asympto...
JMLR
2006
13 years 8 months ago
2006
We propose a novel second order cone programming formulation for designing robust classifiers which can handle uncertainty in observations. Similar formulations are also derived f...
KDD
2007
ACM
14 years 8 months ago
2007
ACM
The need for mining causality, beyond mere statistical correlations, for real world problems has been recognized widely. Many of these applications naturally involve temporal data...