200 paper(s) uploaded by Jianqing_Fan.

Index Title Upload Time Modified Time
11

High dimensional covariance matrix estimation using a factor model

Jianqing Fan Yingying Fan Jinchi Lv

Statistics Theory and Methods mathscidoc:1912.43258

Journal of Econometrics, 147, (1), 186-197, 2008.11
[ Download ] [ 2019-12-21 11:33:23 uploaded by Jianqing_Fan ] [ 239 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-12-21 11:33:23 -
12

Variable selection for Cox's proportional hazards model and frailty model

Jianqing Fan Runze Li

Statistics Theory and Methods mathscidoc:1912.43259

The Annals of Statistics, 30, (1), 74-99, 2002
[ Download ] [ 2019-12-21 11:33:26 uploaded by Jianqing_Fan ] [ 308 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-12-21 11:33:26 -
13

Twostep estimation of functional linear models with applications to longitudinal data

Jianqing Fan JT Zhang

Data Analysis mathscidoc:1912.43260

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 62, (2), 303-322, 2000
[ Download ] [ 2019-12-21 11:33:29 uploaded by Jianqing_Fan ] [ 333 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-12-21 11:33:29 -
14

Efficient estimation and inferences for varying-coefficient models

Zongwu Cai Jianqing Fan Runze Li

Statistics Theory and Methods mathscidoc:1912.43261

Journal of the American Statistical Association, 95, (451), 888-902, 2000.9
[ Download ] [ 2019-12-21 11:33:33 uploaded by Jianqing_Fan ] [ 211 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-12-21 11:33:33 -
15

Sparsistency and rates of convergence in large covariance matrix estimation

Clifford Lam Jianqing Fan

Statistics Theory and Methods mathscidoc:1912.43262

Annals of statistics, 37, 4254, 2009
[ Download ] [ 2019-12-21 11:33:36 uploaded by Jianqing_Fan ] [ 191 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-12-21 11:33:36 -
16

Sure independence screening in generalized linear models with NP-dimensionality

Jianqing Fan Rui Song

Statistics Theory and Methods mathscidoc:1912.43263

The Annals of Statistics, 38, (6), 3567-3604, 2010
[ Download ] [ 2019-12-21 11:33:40 uploaded by Jianqing_Fan ] [ 264 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-12-21 11:33:40 -
17

New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis

Jianqing Fan Runze Li

Statistics Theory and Methods mathscidoc:1912.43264

Journal of the American Statistical Association, 99, (467), 710-723, 2004.9
[ Download ] [ 2019-12-21 11:33:47 uploaded by Jianqing_Fan ] [ 194 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-12-21 11:33:47 -
18

Local polynomial kernel regression for generalized linear models and quasi-likelihood functions

Jianqing Fan Nancy E Heckman Matt P Wand

Statistics Theory and Methods mathscidoc:1912.43265

Journal of the American Statistical Association, 90, (429), 141-150, 1995.3
[ Download ] [ 2019-12-21 11:33:51 uploaded by Jianqing_Fan ] [ 202 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-12-21 11:33:51 -
19

Statistical methods with varying coefficient models

Jianqing Fan Wenyang Zhang

History and Overview mathscidoc:1912.43266

Statistics and its Interface, 1, (1), 179, 2008
[ Download ] [ 2019-12-21 11:33:54 uploaded by Jianqing_Fan ] [ 279 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-12-21 11:33:54 -
20

Statistical challenges with high dimensionality: Feature selection in knowledge discovery

Jianqing Fan Runze Li

Statistics Theory and Methods mathscidoc:1912.43267

arXiv preprint math/0602133, 2006.2
[ Download ] [ 2019-12-21 11:33:58 uploaded by Jianqing_Fan ] [ 266 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2019-12-21 11:33:58 -
 
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