Statistics Theory and Methods

[76] Guarding against spurious discoveries in high dimensions

Jianqing Fan Wen-Xin Zhou

Statistics Theory and Methods mathscidoc:1912.43396

The Journal of Machine Learning Research, 17, (1), 7123-7156, 2016.1
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[77] Skewing methods for two-parameter locally parametric density estimation

Ming-Yen Cheng Edwin Choi Jianqing Fan Peter Hall

Statistics Theory and Methods mathscidoc:1912.43394

Bernoulli, 6, (1), 169-182, 2000
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[78] Design-adaptive minimax local linear regression for longitudinal/clustered data

Kani Chen Jianqing Fan Zhezhen Jin

Statistics Theory and Methods mathscidoc:1912.43393

Statistica Sinica, 515-534, 2008.4
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[79] Embracing the blessing of dimensionality in factor models

Quefeng Li Guang Cheng Jianqing Fan Yuyan Wang

Statistics Theory and Methods mathscidoc:1912.43392

Journal of the American Statistical Association, 113, (521), 380-389, 2018.1
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[80] Adaptively local 1-dimensional subproblems

Jianqing Fan

Statistics Theory and Methods mathscidoc:1912.43391

1989.11
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[81] Rates of convergence for the pre-asymptotic substitution bandwidth selector

Jianqing Fan Li-Shan Huang

Statistics Theory and Methods mathscidoc:1912.43390

Statistics & probability letters, 43, (3), 309-316, 1999.7
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[82] Discrete discrepancy and its application in experimental design

Jianqing Fan Hong Qin Min-Yu Xie

Statistics Theory and Methods mathscidoc:1912.43389

227-241, 2005
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[83] The elements of financial econometrics

Jianqing Fan Qiwei Yao

Statistics Theory and Methods mathscidoc:1912.43388

2017.3
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[84] Multiscale adaptive smoothing models for the hemodynamic response function in fMRI

Jiaping Wang Hongtu Zhu Jianqing Fan Kelly Giovanello Weili Lin

Statistics Theory and Methods mathscidoc:1912.43386

The annals of applied statistics, 7, (2), 904, 2013.6
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[85] FarmTest: Factor-adjusted robust multiple testing with approximate false discovery control

Jianqing Fan Yuan Ke Qiang Sun Wen-Xin Zhou

Statistics Theory and Methods mathscidoc:1912.43385

Journal of the American Statistical Association, 1-29, 2019.3
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[86] Sieve likelihood ratio statistics and Wilks phenomenon

Jianqing Fan Chunming Zhang Jian Zhang

Statistics Theory and Methods mathscidoc:1912.43384

1999.7
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[87] Non-and semi-parametric modeling in survival analysis

Jianqing Fan Jiancheng Jiang

Statistics Theory and Methods mathscidoc:1912.43383

3-33, 2009
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[88] Robust covariance estimation for approximate factor models

Jianqing Fan Weichen Wang Yiqiao Zhong

Statistics Theory and Methods mathscidoc:1912.43382

Journal of econometrics, 208, (1), 5-22, 2019.1
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[89] Precision matrix estimation in high dimensional gaussian graphical models with faster rates

Jianqing Fan Xiang Ren Quanquan Gu

Statistics Theory and Methods mathscidoc:1912.43381

177-185, 2016.5
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[90] Estimation in additive models with highly or nonhighly correlated covariates

Jiancheng Jiang Yingying Fan Jianqing Fan

Statistics Theory and Methods mathscidoc:1912.43380

The Annals of Statistics, 38, (3), 1403-1432, 2010
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[91] Estimation of functionals of sparse covariance matrices

Jianqing Fan Philippe Rigollet Weichen Wang

Statistics Theory and Methods mathscidoc:1912.43379

Annals of statistics, 43, (6), 2706, 2015
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[92] Bias correction and higher order kernel functions

Jianqing Fan Tien-Chung Hu

Statistics Theory and Methods mathscidoc:1912.43378

Statistics & probability letters, 13, (3), 235-243, 1992.2
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[93] Nonparametric transition-based tests for diffusions

Yacine At-Sahalia Jianqing Fan Heng Peng

Statistics Theory and Methods mathscidoc:1912.43375

Manuscript, Princeton University, 2009.11
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[94] Aggregation of nonparametric estimators for volatility matrix

Jianqing Fan Yingying Fan Jinchi Lv

Statistics Theory and Methods mathscidoc:1912.43374

Journal of Financial Econometrics, 5, (3), 321-357, 2007.4
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[95] Spectral Method and Regularized MLE Are Both Optimal for Top-K Ranking

Yuxin Chen Jianqing Fan Cong Ma Kaizheng Wang

Statistics Theory and Methods mathscidoc:1912.43373

arXiv preprint arXiv:1707.09971
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[96] Distributed testing and estimation under sparse high dimensional models

Heather Battey Jianqing Fan Han Liu Junwei Lu Ziwei Zhu

Statistics Theory and Methods mathscidoc:1912.43372

Annals of statistics, 46, (3), 1352, 2018.6
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[97] Nonparametric function estimation involving errors-in-variables

Jianqing Fan Young K Truong Yonghua Wang

Statistics Theory and Methods mathscidoc:1912.43371

613-627, 1991
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[98] Asymptotics of empirical eigen-structure for ultra-high dimensional spiked covariance model

Jianqing Fan Weichen Wang

Statistics Theory and Methods mathscidoc:1912.43369

arXiv preprint arXiv:1502.04733, 2015.2
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[99] An l eigenvector perturbation bound and its application to robust covariance estimation

Jianqing Fan Weichen Wang Yiqiao Zhong

Statistics Theory and Methods mathscidoc:1912.43368

Journal of Machine Learning Research, 18, (207), 1-42, 2018.4
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[100] Are discoveries spurious? Distributions of maximum spurious correlations and their applications

Jianqing Fan Qi-Man Shao Wen-Xin Zhou

Statistics Theory and Methods mathscidoc:1912.43367

Annals of statistics, 46, (3), 989, 2018.6
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