Variable selection usingLqpenalties
Top Cited Papers
- 20 March 2014
- journal article
- review article
- Published by Wiley in WIREs Computational Statistics
- Vol. 6 (3) , 177-184
- https://doi.org/10.1002/wics.1299
Abstract
No abstract availableKeywords
Funding Information
- Simons Foundation (246649)
This publication has 46 references indexed in Scilit:
- The Dantzig selector: Statistical estimation when p is much larger than nThe Annals of Statistics, 2007
- The high-dimension, low-sample-size geometric representation holds under mild conditionsBiometrika, 2007
- Regularization in statisticsTEST, 2006
- Geometric Representation of High Dimension, Low Sample Size DataJournal of the Royal Statistical Society Series B: Statistical Methodology, 2005
- Linear Models with RPublished by Taylor & Francis ,2004
- Asymptotics for lasso-type estimatorsThe Annals of Statistics, 2000
- Atomic Decomposition by Basis PursuitSIAM Journal on Scientific Computing, 1998
- Ideal spatial adaptation by wavelet shrinkageBiometrika, 1994
- A Statistical View of Some Chemometrics Regression ToolsTechnometrics, 1993
- Ridge Regression: Biased Estimation for Nonorthogonal ProblemsTechnometrics, 1970