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 Changepoint 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
Niu, Y.S., Hao, N. and Dong, B. (2017+)
A New ReducedRank 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]
Hao, N. and Zhang, H.H. (2017)
Oracle Pvalues and Variable Screening.
Electronic Journal of Statistics, 11, 32513271. [PDF]
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 ChangePoint Detection, a Selective Overview.
Statistical Science, 31, 611623. [PDF]
[arXiv]
Hao, N., Dong, B. and Fan, J. (2015)
Sparsifying the Fisher Linear Discriminant by Rotation.
Journal of the Royal Statistical Society: Series B, 77, 827851. [PDF] [arXiv]
Hao, N. and Zhang, H.H. (2014).
Interaction Screening for UltraHigh Dimensional Data.
Journal of the American Statistical Association, 109, 12851301. [PDF]
Hao, N., Niu, Y.S. and Zhang, H. (2013).
Multiple ChangePoint Detection via a Screening and Ranking Algorithm.
Statistica Sinica, 23, 15531572. [PDF]
Fan, J., Guo, S. and Hao, N. (2012).
Variance Estimation Using Retted CrossValidation in Ultrahigh Dimensional Regression.
Journal of the Royal Statistical Society: Series B, 74, 3765. [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
Ph.D. dissertation: Dbar Spark Theory and Deligne Cohomology
Key words: CheegerSimons differential characters, Chern classes, HarveryLawson spark characters, hypercohomology, Massey product, Nadel’s conjecture, secondary geometric invariants.
The main results of my dissertation were uploaded in arXiv:
