Yang Feng @ Columbia University

Publications (Google Citations)

  • Fan, J., Feng, Y. and Tong, X., (2012), A road to classification in high dimensional space: the regularized optimal affine discriminant, Journal of the Royal Statistical Society, Ser. B., 74, 745-771,
    [BibTeX] [PDF]

    @article{Fan.Feng.ea.2012,
      author = {Fan, J. and Feng, Y. and Tong, X.},
      title = {A road to classification in high dimensional space: the regularized optimal affine discriminant},
      journal = {Journal of the Royal Statistical Society, Ser. B.},
      year = {2012},
      volume = {74},
      pages = {745-771}
    }
    
  • Fan, J., Feng, Y. and Song, R., (2011), Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models, J. Amer. Statist. Assoc., 106, 544-557,
    [BibTeX] [PDF]

    @article{Fan.Feng.ea.2011,
      author = {Fan, Jianqing and Feng, Yang and Song, Rui},
      title = {Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models},
      journal = {J. Amer. Statist. Assoc.},
      year = {2011},
      volume = {106},
      pages = {544-557}
    }
    
  • MAQC-Consortium, (2010), The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models., Nat Biotechnol., 28, 827-841,
    [BibTeX] [PDF]

    @article{Consortium2010,
      author = {MAQC-Consortium},
      title = {The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models.},
      journal = {Nat Biotechnol.},
      year = {2010},
      volume = {28},
      pages = {827-841}
    }
    
  • Fan, J., Feng, Y. and Wu, Y., (2010), High-dimensional variable selection for Cox's proportional hazards model, IMS Collections, Borrowing Strength: Theory Powering Applications - A Festschrift for Lawrence D. Brown, 6, 70-86,
    [BibTeX] [PDF]

    @article{Fan.Feng.ea.2010,
      author = {Fan, Jianqing and Feng, Yang and Wu, Yichao},
      title = {High-dimensional variable selection for Cox's proportional hazards model},
      journal = {IMS Collections, Borrowing Strength: Theory Powering Applications - A Festschrift for Lawrence D. Brown},
      year = {2010},
      volume = {6},
      pages = {70-86}
    }
    
  • Fan, J., Feng, Y. and Niu, Y., (2010), Nonparametric estimation of genewise variance for microarray data, The Annals of Statistics, 38, 2723-2750,
    [BibTeX] [PDF]

    @article{Fan.Feng.ea.2010a,
      author = {Fan, Jianqing and Feng, Yang and Niu, Yue},
      title = {Nonparametric estimation of genewise variance for microarray data},
      journal = {The Annals of Statistics},
      year = {2010},
      volume = {38},
      pages = {2723-2750}
    }
    
  • Fan, J., Feng, Y. and Wu, Y., (2009), Network exploration via the adaptive LASSO and SCAD penalties, The Annals of Applied Statistics, 3, 521-541,
    [BibTeX] [PDF] [Supplement]

    @article{Fan.Feng.ea.2009,
      author = {Fan, J. and Feng, Y. and Wu, Y.},
      title = {Network exploration via the adaptive LASSO and SCAD penalties},
      journal = {The Annals of Applied Statistics},
      year = {2009},
      volume = {3},
      pages = {521-541}
    }
    
  • Feng, Y., Ma, W., Wang, Z., Ying, Z. and Yang, Y., (2009), Alignment of protein mass spectrometry data by integrated Markov chain shifting method, Statistics and Its Interface, 2, 329-340,
    [BibTeX] [PDF]

    @article{Fan.Ma.ea.2009,
      author = {Feng, Y. and Ma, W. and Wang, Z. and Ying, Z. and Yang, Y.},
      title = {Alignment of protein mass spectrometry data by integrated Markov chain shifting method},
      journal = {Statistics and Its Interface},
      year = {2009},
      volume = {2},
      pages = {329-340}
    }
    
  • Fan, J., Wu, Y. and Feng, Y., (2009), Local quasi-likelihood with a parametric guide, Ann. Statist., 37, 6B, 4153-4183,
    [BibTeX] [PDF]

    @article{Fan.Wu.ea.2009,
      author = {Fan, Jianqing and Wu, Yichao and Feng, Yang},
      title = {Local quasi-likelihood with a parametric guide},
      journal = {Ann. Statist.},
      year = {2009},
      volume = {37},
      number = {6B},
      pages = {4153-4183},
      doi = {http://dx.doi.org/10.1214/09-AOS713}
    }
    
  • Fan, J. and Feng, Y., (2009), Comments on: Nonparametric prediction in measurement error models , J. Amer. Statist. Assoc., 104, 487, 1003-1007,
    [BibTeX] [PDF]

    @article{FanFen09,
      author = {Fan, Jianqing and Feng, Yang},
      title = {Comments on: Nonparametric prediction in measurement error models },
      journal = {J. Amer. Statist. Assoc.},
      year = {2009},
      volume = {104},
      number = {487},
      pages = {1003-1007}
    }