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1

Variable Selection via Nonconcave Penalized Likelihood and Its Oracle Properties

Jianqing Fan and Runze Li

Journal:

Journal of the American Statistical Association

Year:

2001

File:

PDF, 1.60 MB

2001

2

Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

Fan, Jianqing, Li, Runze

Journal:

Journal of the American Statistical Association

Year:

2001

Language:

english

File:

PDF, 406 KB

english, 2001

3

Quasi-Maximum Likelihood Estimation of GARCH Models With Heavy-Tailed Likelihoods

Fan, Jianqing, Qi, Lei, Xiu, Dacheng

Journal:

Journal of Business and Economic Statistics

Year:

2014

Language:

english

File:

PDF, 377 KB

english, 2014

4

32‐4: High transparent Active matrix Mini‐LED Full Color Display with IGZO TFT Backplane

Fan, Jack, Lee, Chia-Yu., Chen, Shu-jhih, Gang, Liu Ming, Jun, Zhang Li, Yang, Sun, Cai, Lu Ma, Fei, Xie Hua, Nian, Liu, Shi, Jianqing, Shen, Chongyu, Liu, Jay Guoxu

Journal:

SID Symposium Digest of Technical Papers

Year:

2019

Language:

english

File:

PDF, 973 KB

english, 2019

5

Local Polynomial Regression: Optimal Kernels and Asymptotic Minimax Efficiency

Jianqing Fan, Theo Gasser, Irène Gijbels, Michael Brockmann, Joachim Engel

Journal:

Annals of the Institute of Statistical Mathematics

Year:

1997

File:

PDF, 754 KB

1997

6

Generalized Partially Linear Single-Index Models

R. J. Carroll, Jianqing Fan, Irene Gijbels and M. P. Wand

Journal:

Journal of the American Statistical Association

Year:

1997

Language:

english

File:

PDF, 1.75 MB

english, 1997

7

Factor-adjusted regularized model selection

Fan, Jianqing, Ke, Yuan, Wang, Kaizheng

Journal:

Journal of Econometrics

Year:

2020

Language:

english

File:

PDF, 545 KB

english, 2020

8

Robust principal component analysis for functional data

N. Locantore, J. S. Marron, D. G. Simpson, N. Tripoli, J. T. Zhang, K. L. Cohen, Graciela Boente, Ricardo Fraiman, Babette Brumback, Christophe Croux, Jianqing Fan, Alois Kneip, John I. Marden, Daniel

Journal:

Year:

1999

Language:

english

File:

PDF, 3.45 MB

english, 1999

9

Sure independence screening for ultrahigh dimensional feature space

Jianqing Fan, Jinchi Lv

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2008

Language:

english

File:

PDF, 1.31 MB

english, 2008

10

Vast Volatility Matrix Estimation Using High-Frequency Data for Portfolio Selection

Fan, Jianqing, Li, Yingying, Yu, Ke

Journal:

Journal of the American Statistical Association

Year:

2012

Language:

english

File:

PDF, 436 KB

english, 2012

11

A Selective Overview of Nonparametric Methods in Financial Econometrics

Journal:

Statistical Science

Year:

2005

Language:

english

File:

PDF, 3.68 MB

english, 2005

12

Asymptotic Normality for Deconvolution Kernel Density Estimators

Journal:

Sankhyā: The Indian Journal of Statistics, Series A (1961-2002)

Year:

1991

Language:

english

File:

PDF, 1.14 MB

english, 1991

13

An overview of the estimation of large covariance and precision matrices

Fan, Jianqing, Liao, Yuan, Liu, Han

Journal:

The Econometrics Journal

Year:

2016

Language:

english

File:

PDF, 331 KB

english, 2016

14

Identification, structural characterization, and expression analysis of toll-like receptors 2 and 3 from gibel carp ( Carassius auratus gibelio )

Fan, Yuding, Zhou, Yong, Zeng, Lingbing, Jiang, Nan, Liu, Wenzhi, Zhao, Jianqing, Zhong, Qiwang

Journal:

Fish & Shellfish Immunology

Year:

2018

Language:

english

File:

PDF, 4.66 MB

english, 2018

15

Robust Measures of Earnings Surprises

CHIANG, CHIN-HAN, DAI, WEI, FAN, JIANQING, HONG, HARRISON, TU, JUN

Journal:

The Journal of Finance

Year:

2018

Language:

english

File:

PDF, 780 KB

english, 2018

16

Structured volatility matrix estimation for non-synchronized high-frequency financial data

Fan, Jianqing, Kim, Donggyu

Journal:

Journal of Econometrics

Year:

2019

Language:

english

File:

PDF, 555 KB

english, 2019

17

Effects of the nanostructured SiO2 coating on the performance of LiNi0.5Mn1.5O4 cathode materials for high-voltage Li-ion batteries

Yukai Fan, Jianming Wang, Zheng Tang, Weichun He, Jianqing Zhang

Journal:

Electrochimica Acta

Year:

2007

Language:

english

File:

PDF, 711 KB

english, 2007

18

High dimensional covariance matrix estimation using a factor model

Jianqing Fan, Yingying Fan, Jinchi Lv

Journal:

Journal of Econometrics

Year:

2008

Language:

english

File:

PDF, 2.69 MB

english, 2008

19

Vast Portfolio Selection With Gross-Exposure Constraints

Fan, Jianqing, Zhang, Jingjin, Yu, Ke

Journal:

Journal of the American Statistical Association

Year:

2012

Language:

english

File:

PDF, 635 KB

english, 2012

20

On the Optimal Rates of Convergence for Nonparametric Deconvolution Problems

Journal:

The Annals of Statistics

Year:

1991

File:

PDF, 1.16 MB

1991

21

Regularization of Wavelet Approximations

Anestis Antoniadis and Jianqing Fan

Journal:

Journal of the American Statistical Association

Year:

2001

Language:

english

File:

PDF, 2.04 MB

english, 2001

22

Functional-Coefficient Regression Models for Nonlinear Time Series

Zongwu Cai, Jianqing Fan and Qiwei Yao

Journal:

Journal of the American Statistical Association

Year:

2000

Language:

english

File:

PDF, 1.66 MB

english, 2000

23

Efficient Estimation and Inferences for Varying-Coefficient Models

Zongwu Cai, Jianqing Fan and Runze Li

Journal:

Journal of the American Statistical Association

Year:

2000

Language:

english

File:

PDF, 1.60 MB

english, 2000

24

Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Additive Models

Fan, Jianqing, Feng, Yang, Song, Rui

Journal:

Journal of the American Statistical Association

Year:

2011

Language:

english

File:

PDF, 291 KB

english, 2011

25

Sure independence screening in generalized linear models with NP-dimensionality

Fan, Jianqing, Song, Rui

Journal:

The Annals of Statistics

Year:

2010

Language:

english

File:

PDF, 375 KB

english, 2010

26

Sparse High-Dimensional Models in Economics

Fan, Jianqing, Lv, Jinchi, Qi, Lei

Journal:

Annual Review of Economics

Year:

2011

Language:

english

File:

PDF, 2.95 MB

english, 2011

27

Test of Significance Based on Wavelet Thresholding and Neyman's Truncation

Journal:

Journal of the American Statistical Association

Year:

1996

Language:

english

File:

PDF, 2.11 MB

english, 1996

28

Variable Bandwidth and Local Linear Regression Smoothers

Jianqing Fan and Irene Gijbels

Journal:

The Annals of Statistics

Year:

1992

Language:

english

File:

PDF, 1.63 MB

english, 1992

29

Incorporating Global Industrial Classification Standard into Portfolio Allocation: A Simple Factor-Based Large Covariance Matrix Estimator with High Frequency Data

Fan, Jianqing, Furger, Alex, Xiu, Dacheng

Journal:

Journal of Business and Economic Statistics

Year:

2015

Language:

english

File:

PDF, 17.00 MB

english, 2015

30

Local Polynomial Estimation of Regression Functions for Mixing Processes

Elias Masry and Jianqing Fan

Journal:

Scandinavian Journal of Statistics

Year:

1997

Language:

english

File:

PDF, 1.31 MB

english, 1997

31

Quantum Dots: Broadband Nonlinear Optical Response in Few-Layer Antimonene and Antimonene Quantum Dots: A Promising Optical Kerr Media with Enhanced Stability (Advanced Optical Materials 17/2017)

Lu, Lu, Tang, Xian, Cao, Rui, Wu, Leiming, Li, Zhongjun, Jing, Guanghui, Dong, Biqin, Lu, Shunbin, Li, Ying, Xiang, Yuanjiang, Li, Jianqing, Fan, Dianyuan, Zhang, Han

Journal:

Advanced Optical Materials

Year:

2017

File:

PDF, 4.89 MB

2017

32

I-LAMM for sparse learning: Simultaneous control of algorithmic complexity and statistical error

Fan, Jianqing, Liu, Han, Sun, Qiang, Zhang, Tong

Journal:

The Annals of Statistics

Year:

2018

Language:

english

File:

PDF, 421 KB

english, 2018

33

Nonlayered 2D Materials: Ultrathin 2D Nonlayered Tellurium Nanosheets: Facile Liquid-Phase Exfoliation, Characterization, and Photoresponse with High Performance and Enhanced Stability (Adv. Funct. Mater. 16/2018)

Xie, Zhongjian, Xing, Chenyang, Huang, Weichun, Fan, Taojian, Li, Zhongjun, Zhao, Jinlai, Xiang, Yuanjiang, Guo, Zhinan, Li, Jianqing, Yang, Zhigang, Dong, Biqing, Qu, Junle, Fan, Dianyuan, Zhang, Han

Journal:

Advanced Functional Materials

Year:

2018

File:

PDF, 4.47 MB

2018

34

The symbiosis of scientific and technological innovation efficiency and economic efficiency in China — an analysis based on data envelopment analysis and logistic model

Wang, Song, Zhang, Jianqing, Fan, Fei, Lu, Fei, Yang, Lisheng

Journal:

Technology Analysis & Strategic Management

Year:

2018

Language:

english

File:

PDF, 1.53 MB

english, 2018

35

Adaptive Huber Regression

Sun, Qiang, Zhou, Wen-Xin, Fan, Jianqing

Journal:

Journal of the American Statistical Association

Year:

2018

Language:

english

File:

PDF, 1.07 MB

english, 2018

36

Generalized high-dimensional trace regression via nuclear norm regularization

Fan, Jianqing, Gong, Wenyan, Zhu, Ziwei

Journal:

Journal of Econometrics

Year:

2019

Language:

english

File:

PDF, 642 KB

english, 2019

37

Complementary autophagy inhibition and glucose metabolism with rattle-structured polydopamine@mesoporous silica nanoparticles for augmented low-temperature photothermal therapy and in vivo photoacoustic imaging

Shao, Leihou, Li, Yunhao, Huang, Feifei, Wang, Xuan, Lu, Jianqing, Jia, Fan, Pan, Zian, Cui, Xinyue, Ge, Guanglu, Deng, Xiongwei, Wu, Yan

Journal:

Year:

2020

File:

PDF, 3.42 MB

2020

38

Bias correction and higher order kernel functions

Jianqing Fan, Tien-Chung Hu

Journal:

Statistics & Probability Letters

Year:

1992

Language:

english

File:

PDF, 489 KB

english, 1992

39

Comments on «Wavelets in statistics: A review» by A. Antoniadis

Journal:

Statistical Methods & Applications

Year:

1997

Language:

english

File:

PDF, 636 KB

english, 1997

40

Nonparametric inference with generalized likelihood ratio tests

Jianqing Fan, Jiancheng Jiang

Journal:

Year:

2007

Language:

english

File:

PDF, 656 KB

english, 2007

41

Partially linear hazard regression with varying coefficients for multivariate survival data

Jianwen Cai, Jianqing Fan, Jiancheng Jiang, Haibo Zhou

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2008

Language:

english

File:

PDF, 638 KB

english, 2008

42

Penalized composite quasi-likelihood for ultrahigh dimensional variable selection

Jelena Bradic, Jianqing Fan, Weiwei Wang

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2011

Language:

english

File:

PDF, 729 KB

english, 2011

43

Maximum likelihood character of distributions

Jianqing Fan, Kaitai Fang

Journal:

Acta Mathematicae Applicatae Sinica, English Series

Year:

1987

Language:

english

File:

PDF, 374 KB

english, 1987

44

Testing and detecting jumps based on a discretely observed process

Yingying Fan, Jianqing Fan

Journal:

Journal of Econometrics

Year:

2011

Language:

english

File:

PDF, 493 KB

english, 2011

45

Wavelet deconvolution

Jianqing Fan, Ja-Yong Koo

Journal:

IEEE Transactions on Information Theory

Year:

2002

Language:

english

File:

PDF, 461 KB

english, 2002

46

Deconvolution with Supersmooth Distributions

Journal:

Canadian Journal of Statistics

Year:

1992

Language:

english

File:

PDF, 614 KB

english, 1992

47

Synthesis of foam-like freestanding Co3O4 nanosheets with enhanced electrochemical activities

Fan, Yuqian, Shao, Haibo, Wang, Jianming, Liu, Liang, Zhang, Jianqing, Cao, Chunan

Journal:

Chemical Communications

Year:

2011

Language:

english

File:

PDF, 3.15 MB

english, 2011

48

The leverage effect puzzle: Disentangling sources of bias at high frequency

Aït-Sahalia, Yacine, Fan, Jianqing, Li, Yingying

Journal:

Journal of Financial Economics

Year:

2013

Language:

english

File:

PDF, 1.23 MB

english, 2013

49

Influence of ethanol content in the precursor solution on anodic electrodeposited CeO2 thin films

Yang, Yang, Yang, Yumeng, Fu, Taiwen, Zhu, Juan, Fan, Jinpeng, Zhang, Zhao, Zhang, Jianqing

Journal:

Thin Solid Films

Year:

2014

Language:

english

File:

PDF, 1.13 MB

english, 2014

50

Adaptive robust variable selection

Fan, Jianqing, Fan, Yingying, Barut, Emre

Journal:

The Annals of Statistics

Year:

2014

Language:

english

File:

PDF, 352 KB

english, 2014