Improving the prediction performance of the LASSO by subtracting the additive structural noises
Author:
Funder
University of Tehran
University of Semnan
Publisher
Springer Science and Business Media LLC
Subject
Computational Mathematics,Statistics, Probability and Uncertainty,Statistics and Probability
Link
http://link.springer.com/article/10.1007/s00180-018-0849-0/fulltext.html
Reference39 articles.
1. Amini M, Roozbeh M (2015) Optimal partial ridge estimation in restricted semiparametric regression models. J Multivar Anal 136:26–40
2. Bach FR (2008) Consistency of the group lasso and multiple kernel learning. J Mach Learn Res 9:1179–1225
3. Binder H, Tutz G (2008) A comparison of methods for the fitting of generalized additive models. Stat Comput 18(1):87–99
4. Breiman L (1999) Prediction games and arcing algorithms. Neural Comput 11(7):1493–1517
5. Bühlmann P, Kalisch M, Meier L (2014) High-dimensional statistics with a view toward applications in biology. Ann Rev 1:255–278
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