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There are 295 results for: content related to: Two tales of variable selection for high dimensional regression: Screening and model building

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    High dimensional ordinary least squares projection for screening variables

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

    Volume 78, Issue 3, June 2016, Pages: 589–611, Xiangyu Wang and Chenlei Leng

    Version of Record online : 8 NOV 2015, DOI: 10.1111/rssb.12127

  2. Regularisation Parameter Selection Via Bootstrapping

    Australian & New Zealand Journal of Statistics

    Volume 58, Issue 3, September 2016, Pages: 335–356, Zhen Pang, Bingqing Lin and Jiming Jiang

    Version of Record online : 21 SEP 2016, DOI: 10.1111/anzs.12168

  3. SCAD-penalized quantile regression for high-dimensional data analysis and variable selection

    Statistica Neerlandica

    Volume 69, Issue 3, August 2015, Pages: 212–235, Muhammad Amin, Lixin Song, Milton Abdul Thorlie and Xiaoguang Wang

    Version of Record online : 26 JAN 2015, DOI: 10.1111/stan.12056

  4. New variable selection methods for zero-inflated count data with applications to the substance abuse field

    Statistics in Medicine

    Volume 30, Issue 18, 15 August 2011, Pages: 2326–2340, Anne Buu, Norman J. Johnson, Runze Li and Xianming Tan

    Version of Record online : 12 MAY 2011, DOI: 10.1002/sim.4268

  5. Tuning parameter selection in penalized generalized linear models for discrete data

    Statistica Neerlandica

    Volume 68, Issue 4, November 2014, Pages: 276–292, E. Androulakis, C. Koukouvinos and F. Vonta

    Version of Record online : 18 SEP 2014, DOI: 10.1111/stan.12033

  6. Simultaneous fixed and random effects selection in finite mixture of linear mixed-effects models

    Canadian Journal of Statistics

    Volume 41, Issue 4, December 2013, Pages: 596–616, Yeting Du, Abbas Khalili, Johanna G. Nešlehová and Russell J. Steele

    Version of Record online : 4 OCT 2013, DOI: 10.1002/cjs.11192

  7. EM for regularized zero-inflated regression models with applications to postoperative morbidity after cardiac surgery in children

    Statistics in Medicine

    Volume 33, Issue 29, 20 December 2014, Pages: 5192–5208, Zhu Wang, Shuangge Ma, Ching-Yun Wang, Michael Zappitelli, Prasad Devarajan and Chirag Parikh

    Version of Record online : 26 SEP 2014, DOI: 10.1002/sim.6314

  8. Risk Factor Selection in Rate Making: EM Adaptive LASSO for Zero-Inflated Poisson Regression Models

    Risk Analysis

    Volume 34, Issue 6, June 2014, Pages: 1112–1127, Yanlin Tang, Liya Xiang and Zhongyi Zhu

    Version of Record online : 16 JAN 2014, DOI: 10.1111/risa.12162

  9. Estimation and variable selection via frailty models with penalized likelihood

    Statistics in Medicine

    Volume 31, Issue 20, 10 September 2012, Pages: 2223–2239, E. Androulakis, C. Koukouvinos and F. Vonta

    Version of Record online : 15 MAR 2012, DOI: 10.1002/sim.5325

  10. Variable selection and estimation for multivariate panel count data via the seamless-equation image penalty

    Canadian Journal of Statistics

    Volume 41, Issue 2, June 2013, Pages: 368–385, Haixiang Zhang, Jianguo Sun and Dehui Wang

    Version of Record online : 29 JAN 2013, DOI: 10.1002/cjs.11172

  11. Weighted Wilcoxon-Type Smoothly Clipped Absolute Deviation Method


    Volume 65, Issue 2, June 2009, Pages: 564–571, Lan Wang and Runze Li

    Version of Record online : 21 JUL 2008, DOI: 10.1111/j.1541-0420.2008.01099.x

  12. Fixed and Random Effects Selection in Mixed Effects Models


    Volume 67, Issue 2, June 2011, Pages: 495–503, Joseph G. Ibrahim, Hongtu Zhu, Ramon I. Garcia and Ruixin Guo

    Version of Record online : 21 JUL 2010, DOI: 10.1111/j.1541-0420.2010.01463.x

  13. Variable selection in subdistribution hazard frailty models with competing risks data

    Statistics in Medicine

    Volume 33, Issue 26, 20 November 2014, Pages: 4590–4604, Il Do Ha, Minjung Lee, Seungyoung Oh, Jong-Hyeon Jeong, Richard Sylvester and Youngjo Lee

    Version of Record online : 10 JUL 2014, DOI: 10.1002/sim.6257

  14. High-Dimensional Cox Models: The Choice of Penalty as Part of the Model Building Process

    Biometrical Journal

    Volume 52, Issue 1, February 2010, Pages: 50–69, Axel Benner, Manuela Zucknick, Thomas Hielscher, Carina Ittrich and Ulrich Mansmann

    Version of Record online : 17 FEB 2010, DOI: 10.1002/bimj.200900064

  15. Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials

    Statistics in Medicine

    Volume 31, Issue 29, 20 December 2012, Pages: 3789–3804, Shuai Yuan, Hao Helen Zhang and Marie Davidian

    Version of Record online : 26 JUN 2012, DOI: 10.1002/sim.5433

  16. Variable selection in semiparametric cure models based on penalized likelihood, with application to breast cancer clinical trials

    Statistics in Medicine

    Volume 31, Issue 24, 30 October 2012, Pages: 2882–2891, Xiang Liu, Yingwei Peng, Dongsheng Tu and Hua Liang

    Version of Record online : 26 JUN 2012, DOI: 10.1002/sim.5378

  17. Variable selection in spatial regression via penalized least squares

    Canadian Journal of Statistics

    Volume 37, Issue 4, December 2009, Pages: 607–624, Haonan Wang and Jun Zhu

    Version of Record online : 7 AUG 2009, DOI: 10.1002/cjs.10032

  18. Variable selection for zero-inflated and overdispersed data with application to health care demand in Germany

    Biometrical Journal

    Volume 57, Issue 5, September 2015, Pages: 867–884, Zhu Wang, Shuangge Ma and Ching-Yun Wang

    Version of Record online : 8 JUN 2015, DOI: 10.1002/bimj.201400143

  19. Detection of gene–environment interactions in a family-based population using SCAD

    Statistics in Medicine

    Gwangsu Kim, Chao-Qiang Lai, Donna K. Arnett, Laurence D. Parnell, Jose M. Ordovas, Yongdai Kim and Joungyoun Kim

    Version of Record online : 13 JUL 2017, DOI: 10.1002/sim.7382

  20. Spontaneous Coronary Artery Dissection

    Catheterization and Cardiovascular Interventions

    Volume 89, Issue 1, January 2017, Pages: 59–68, Sebastian Rogowski, Micha T. Maeder, Daniel Weilenmann, Philipp K. Haager, Peter Ammann, Franziska Rohner, Lucas Joerg and Hans Rickli

    Version of Record online : 28 DEC 2015, DOI: 10.1002/ccd.26383