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Controlling Variable Selection by the Addition of Pseudovariables

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  • Wu, Yujun
  • Boos, Dennis D.
  • Stefanski, Leonard A.

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  • Wu, Yujun & Boos, Dennis D. & Stefanski, Leonard A., 2007. "Controlling Variable Selection by the Addition of Pseudovariables," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 235-243, March.
    • Handle: RePEc:bes:jnlasa:v:102:y:2007:p:235-243
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    Citations

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    Cited by:

    1. Rahul Ghosal & Arnab Maity & Timothy Clark & Stefano B. Longo, 2020. "Variable selection in functional linear concurrent regression," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 69(3), pages 565-587, June.
    2. Max Grazier G'Sell & Stefan Wager & Alexandra Chouldechova & Robert Tibshirani, 2016. "Sequential selection procedures and false discovery rate control," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 78(2), pages 423-444, March.
    3. Silvelyn Zwanzig, 2016. "Discussion of the Paper ”Asymptotic Theory of Outlier Detection Algorithms for Linear Time Series Regression Models” by Søren Johansen and Bent Nielsen," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 43(2), pages 371-373, June.
    4. Minhee Kim & Todd Allen & Kaibo Liu, 2023. "Covariate Dependent Sparse Functional Data Analysis," INFORMS Joural on Data Science, INFORMS, vol. 2(1), pages 81-98, April.
    5. Dennis D. Boos & Leonard A. Stefanski & Yujun Wu, 2009. "Fast FSR Variable Selection with Applications to Clinical Trials," Biometrics, The International Biometric Society, vol. 65(3), pages 692-700, September.
    6. Wesley Tansey & Yixin Wang & Raul Rabadan & David Blei, 2020. "Double Empirical Bayes Testing," International Statistical Review, International Statistical Institute, vol. 88(S1), pages 91-113, December.
    7. Crews, Hugh B. & Boos, Dennis D. & Stefanski, Leonard A., 2011. "FSR methods for second-order regression models," Computational Statistics & Data Analysis, Elsevier, vol. 55(6), pages 2026-2037, June.
    8. Hao, Meiling & Lin, Yunyuan & Zhao, Xingqiu, 2016. "A relative error-based approach for variable selection," Computational Statistics & Data Analysis, Elsevier, vol. 103(C), pages 250-262.
    9. Girard, Stéphane & Lorenzo, Hadrien & Saracco, Jérôme, 2022. "Advanced topics in Sliced Inverse Regression," Journal of Multivariate Analysis, Elsevier, vol. 188(C).
    10. Shih‐Hao Huang & Kerby Shedden & Hsin‐wen Chang, 2023. "Inference for the dimension of a regression relationship using pseudo‐covariates," Biometrics, The International Biometric Society, vol. 79(3), pages 2394-2403, September.
    11. Howard D. Bondell & Brian J. Reich, 2009. "Simultaneous Factor Selection and Collapsing Levels in ANOVA," Biometrics, The International Biometric Society, vol. 65(1), pages 169-177, March.

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