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There are 20148 results for: content related to: Regularization and variable selection via the elastic net

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    Sure independence screening for ultrahigh dimensional feature space

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 70, Issue 5, November 2008, Pages: 849–911, Jianqing Fan and Jinchi Lv

    Version of Record online : 3 OCT 2008, DOI: 10.1111/j.1467-9868.2008.00674.x

  2. On the non-negative garrotte estimator

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 69, Issue 2, April 2007, Pages: 143–161, Ming Yuan and Yi Lin

    Version of Record online : 5 MAR 2007, DOI: 10.1111/j.1467-9868.2007.00581.x

  3. Strong rules for discarding predictors in lasso-type problems

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 74, Issue 2, March 2012, Pages: 245–266, Robert Tibshirani, Jacob Bien, Jerome Friedman, Trevor Hastie, Noah Simon, Jonathan Taylor and Ryan J. Tibshirani

    Version of Record online : 3 NOV 2011, DOI: 10.1111/j.1467-9868.2011.01004.x

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    Stability selection

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 72, Issue 4, September 2010, Pages: 417–473, Nicolai Meinshausen and Peter Bühlmann

    Version of Record online : 5 JUL 2010, DOI: 10.1111/j.1467-9868.2010.00740.x

  5. Penalized composite quasi-likelihood for ultrahigh dimensional variable selection

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 73, Issue 3, June 2011, Pages: 325–349, Jelena Bradic, Jianqing Fan and Weiwei Wang

    Version of Record online : 18 JAN 2011, DOI: 10.1111/j.1467-9868.2010.00764.x

  6. Variance estimation using refitted cross-validation in ultrahigh dimensional regression

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 74, Issue 1, January 2012, Pages: 37–65, Jianqing Fan, Shaojun Guo and Ning Hao

    Version of Record online : 10 OCT 2011, DOI: 10.1111/j.1467-9868.2011.01005.x

  7. Variance of the number of false discoveries

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 67, Issue 3, June 2005, Pages: 411–426, Art B. Owen

    Version of Record online : 24 MAY 2005, DOI: 10.1111/j.1467-9868.2005.00509.x

  8. Covariance-regularized regression and classification for high dimensional problems

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 71, Issue 3, June 2009, Pages: 615–636, Daniela M. Witten and Robert Tibshirani

    Version of Record online : 20 FEB 2009, DOI: 10.1111/j.1467-9868.2009.00699.x

  9. Statistical inference for discretely observed Markov jump processes

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 67, Issue 3, June 2005, Pages: 395–410, Mogens Bladt and Michael Sørensen

    Version of Record online : 24 MAY 2005, DOI: 10.1111/j.1467-9868.2005.00508.x

  10. Regression coefficient and autoregressive order shrinkage and selection via the lasso

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 69, Issue 1, February 2007, Pages: 63–78, Hansheng Wang, Guodong Li and Chih-Ling Tsai

    Version of Record online : 12 JAN 2007, DOI: 10.1111/j.1467-9868.2007.00577.x

  11. Structural learning with time-varying components: tracking the cross-section of financial time series

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 67, Issue 3, June 2005, Pages: 321–341, Makram Talih and Nicolas Hengartner

    Version of Record online : 24 MAY 2005, DOI: 10.1111/j.1467-9868.2005.00504.x

  12. Learning out of leaders

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 74, Issue 3, June 2012, Pages: 475–513, Mathilde Mougeot, Dominique Picard and Karine Tribouley

    Version of Record online : 16 MAR 2012, DOI: 10.1111/j.1467-9868.2011.01024.x

  13. Independent screening for single-index hazard rate models with ultrahigh dimensional features

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 75, Issue 2, March 2013, Pages: 217–245, Anders Gorst-Rasmussen and Thomas Scheike

    Version of Record online : 9 OCT 2012, DOI: 10.1111/j.1467-9868.2012.01039.x

  14. DASSO: connections between the Dantzig selector and lasso

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 71, Issue 1, January 2009, Pages: 127–142, Gareth M. James, Peter Radchenko and Jinchi Lv

    Version of Record online : 24 JUL 2008, DOI: 10.1111/j.1467-9868.2008.00668.x

  15. Self-weighted least absolute deviation estimation for infinite variance autoregressive models

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 67, Issue 3, June 2005, Pages: 381–393, Shiqing Ling

    Version of Record online : 24 MAY 2005, DOI: 10.1111/j.1467-9868.2005.00507.x

  16. A road to classification in high dimensional space: the regularized optimal affine discriminant

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 74, Issue 4, September 2012, Pages: 745–771, Jianqing Fan, Yang Feng and Xin Tong

    Version of Record online : 12 APR 2012, DOI: 10.1111/j.1467-9868.2012.01029.x

  17. High dimensional variable selection via tilting

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 74, Issue 3, June 2012, Pages: 593–622, Haeran Cho and Piotr Fryzlewicz

    Version of Record online : 15 FEB 2012, DOI: 10.1111/j.1467-9868.2011.01023.x

  18. Differential geometric least angle regression: a differential geometric approach to sparse generalized linear models

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 75, Issue 3, June 2013, Pages: 471–498, Luigi Augugliaro, Angelo M. Mineo and Ernst C. Wit

    Version of Record online : 22 JAN 2013, DOI: 10.1111/rssb.12000

  19. Correlation pursuit: forward stepwise variable selection for index models

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 74, Issue 5, November 2012, Pages: 849–870, Wenxuan Zhong, Tingting Zhang, Yu Zhu and Jun S. Liu

    Version of Record online : 12 APR 2012, DOI: 10.1111/j.1467-9868.2011.01026.x

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    Coefficient sign prediction methods for model selection

    Journal of the Royal Statistical Society: Series B (Statistical Methodology)

    Volume 69, Issue 3, June 2007, Pages: 447–461, David J. Nott and Anthony Y. C. Kuk

    Version of Record online : 22 MAY 2007, DOI: 10.1111/j.1467-9868.2007.00597.x