Ning Hao @ the University of Arizona

Ning’s research is partially supported by National Science Foundation and Simons Foundation.
My google scholar page.

Manuscripts

  • Niu, Y.S., Hao, N. and Zhang, H.H. (2016)
    Interaction Screening by Partial Correlation.

  • Shin, S.J., Wu, Y. and Hao, N. (2014)
    A Backward Procedure for Change-point Detection with Application to Copy Number Variation Detection.

Publications

  • Hao, N., Feng, Y. and Zhang, H.H. (2017+)
    Model Selection for High Dimensional Quadratic Regressions via Regularization.
    Journal of the American Statistical Association, to appear. [arXiv]; R package RAMP

  • Hao, N. and Zhang, H.H. (2017+)
    Oracle P-values and Variable Screening.
    Electronic Journal of Statistics, to appear.

  • Niu, Y.S., Hao, N. and Dong, B. (2017+)
    A New Reduced-Rank Linear Discriminant Analysis Method and Its Applications.
    Statistica Sinica, to appear. [arXiv]; R package SPCALDA

  • Hao, N. and Zhang, H.H. (2017+)
    A Note on High Dimensional Linear Regression with Interactions.
    The American Statistician, to appear. [arXiv]

  • Xiao, F., Niu, Y.S., Hao, N., Xu, Y., Jin, Z. and Zhang, H. (2017)
    modSaRa: a computationally efficient R package for CNV identification
    Bioinformatics, btx212. [PDF]; R package modSaRa

  • Niu, Y.S., Hao, N. and Zhang, H. (2016).
    Multiple Change-Point Detection, a Selective Overview.
    Statistical Science, 31, 611-623. [PDF] [arXiv]

  • Dong, B. and Hao, N. (2015)
    Semi-supervised High Dimensional Clustering by Tight Wavelet Frames.
    SPIE Optical Engineering+ Applications. [PDF]

  • Hao, N., Dong, B. and Fan, J. (2015)
    Sparsifying the Fisher Linear Discriminant by Rotation.
    Journal of the Royal Statistical Society: Series B, 77, 827-851. [PDF] [arXiv]

  • Hao, N. and Zhang, H.H. (2014).
    Interaction Screening for Ultra-High Dimensional Data.
    Journal of the American Statistical Association, 109, 1285-1301. [PDF]

  • Hao, N., Niu, Y.S. and Zhang, H. (2013).
    Multiple Change-Point Detection via a Screening and Ranking Algorithm.
    Statistica Sinica, 23, 1553-1572. [PDF]

  • Fan, J., Guo, S. and Hao, N. (2012).
    Variance Estimation Using Retted Cross-Validation in Ultrahigh Dimensional Regression.
    Journal of the Royal Statistical Society: Series B, 74, 37-65. [PDF]

  • Niu, Y.S., Hao, N. and An, L. (2011).
    Detection of Rare Functional Variants Using Group ISIS.
    BMC Proceedings, 5(Suppl 9):S108. [PDF]

Miscellaneous

  • Hao, N. and Li, L. (2006)
    Higher cohomology of the pluricanonical bundle is not deformation invariant
    [arXiv]

  • Ph.D. dissertation: D-bar Spark Theory and Deligne Cohomology
    Key words: Cheeger-Simons differential characters, Chern classes, Harvery-Lawson spark characters, hypercohomology, Massey product, Nadel’s conjecture, secondary geometric invariants.
    The main results of my dissertation were uploaded in arXiv:

  • Hao, N. (2008) D-bar spark theory and Deligne cohomology
    [arXiv]

  • Hao, N. (2008) On the ring structure of spark characters
    [arXiv]