×
Compute Distance To:
Author ID: li.runze Recent zbMATH articles by "Li, Runze"
Published as: Li, Runze; Li, Run-Ze; Li, RunZe; Li, Run Ze
Homepage: http://personal.psu.edu/ril4/
External Links: MGP · ORCID · Google Scholar
all top 5

Co-Authors

4 single-authored
13 Fang, Kai-Tai
12 Fan, Jianqing
10 Wang, Lan
9 Zhu, Liping
6 Chen, Zhao
6 Liu, Jingyuan
6 Wang, Hansheng
6 Zhong, Wei
6 Zhu, Lixing
6 Zou, Hui
5 Cui, Hengjian
5 Yang, Guangren
4 Kürüm, Esra
4 Liang, Jiajuan
4 Tsai, Chihling
4 Wu, Rongling
4 Zhang, Yiyun
3 Kai, Bo
3 Li, Jiahan
3 Liang, Hua
3 Liu, Hongcheng
3 Ma, Yanyuan
3 Peng, Bo
3 Reimherr, Matthew L.
3 Şentürk, Damla
3 Shiffman, Saul
3 Sudjianto, Agus
3 Wu, Yichao
3 Xu, Chen
3 Yao, Tao
2 Bradic, Jelena
2 Chen, Huaihou
2 Chu, Wanghuan
2 Dziak, John J.
2 Hickernell, Fred J.
2 Huang, Mian
2 Huang, Yuan
2 Kim, Kion
2 Li, Gang
2 Li, Mengyan
2 Lou, Lejia
2 Marron, James Stephen
2 Nie, Lei
2 Wang, Luheng
2 Wang, Yuanjia
2 Wang, Zhong
2 Wu, Yunan
2 Yang, Songshan
2 Yao, Weixin
2 Ye, Yinyu
2 Yu, Ye
2 Zhang, Aijun
2 Zhang, Xiang
2 Zhong, Pingshou
2 Zhu, Xuening
2 Zou, Changliang
1 Adragni, Kofi Placid
1 An, Hongzhi
1 Anagnostopoulos, Christoforos
1 Baxter, Paul D.
1 Berg, Arthur
1 Bickel, Peter John
1 Bottolo, Leonardo
1 Bühlmann, Peter
1 Buu, Anne
1 Cai, Jianwen
1 Cai, Xizhen
1 Cai, Zhanrui
1 Cai, Zongwu
1 Chang, Xiangyu
1 Chen, Hui
1 Chow, Mosuk
1 Coffman, Donna L.
1 Cook, Ralph Dennis
1 Cui, Xia
1 Cui, Yuehua
1 Das, Kiranmoy
1 Di, Xiao
1 Dong, Yuexiao
1 Duan, Naihua
1 Fan, Yingying
1 Fang, Ethan X.
1 Fang, Hongbin
1 Fang, Jian
1 Feng, Yijia
1 Fu, Guifang
1 Gather, Ursula
1 Geng, Zhi
1 Greenshtein, Eitan
1 Guddat, Charlotte
1 Guo, Xu
1 Hall, Peter Gavin
1 Huang, DanYang
1 Huang, Tao
1 Hunter, David R.
1 James, Gareth M.
1 Johnstone, Iain Murray
1 Ke, Yuan
1 Kent, John T.
1 Kim, Yongdai
...and 71 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

112 Publications have been cited 5,931 times in 3,252 Documents Cited by Year
Variable selection via nonconcave penalized likelihood and its oracle properties. Zbl 1073.62547
Fan, Jianqing; Li, Runze
2001
One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1142.62027
Zou, Hui; Li, Runze
329
2008
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
307
2008
Tuning parameter selectors for the smoothly clipped absolute deviation method. Zbl 1135.62058
Wang, Hansheng; Li, Runze; Tsai, Chih-Ling
273
2007
Feature screening via distance correlation learning. Zbl 1443.62184
Li, Runze; Zhong, Wei; Zhu, Liping
205
2012
New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis. Zbl 1117.62329
Fan, Jianqing; Li, Runze
193
2004
Variable selection in semiparametric regression modeling. Zbl 1132.62027
Li, Runze; Liang, Hua
164
2008
Efficient estimation and inferences for varying-coefficient models. Zbl 0999.62052
Cai, Zongwu; Fan, Jianqing; Li, Runze
162
2000
Model-free feature screening for ultrahigh-dimensional data. Zbl 1233.62195
Zhu, Li-Ping; Li, Lexin; Li, Runze; Zhu, Li-Xing
162
2011
New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models. Zbl 1209.62074
Kai, Bo; Li, Runze; Zou, Hui
159
2011
Variable selection for Cox’s proportional hazards model and frailty model. Zbl 1012.62106
Fan, Jianqing; Li, Runze
155
2002
Variable selection using MM algorithms. Zbl 1078.62028
Hunter, David R.; Li, Runze
147
2005
Design and modeling for computer experiments. Zbl 1093.62117
Fang, Kai-Tai; Li, Runze; Sudjianto, Agus
134
2006
Analysis of longitudinal data with semiparametric estimation of covariance function. Zbl 1172.62323
Fan, Jianqing; Huang, Tao; Li, Runze
111
2007
Estimation and testing for partially linear single-index models. Zbl 1204.62068
Liang, Hua; Liu, Xiang; Li, Runze; Tsai, Chih-Ling
111
2010
Feature selection for varying coefficient models with ultrahigh-dimensional covariates. Zbl 1367.62048
Liu, Jingyuan; Li, Runze; Wu, Rongling
79
2014
Variable selection for partially linear models with measurement errors. Zbl 1388.62208
Liang, Hua; Li, Runze
77
2009
Regularization parameter selections via generalized information criterion. Zbl 1397.62262
Zhang, Yiyun; Li, Runze; Tsai, Chih-Ling
76
2010
Quadratic inference functions for varying-coefficient models with longitudinal data. Zbl 1097.62037
Qu, Annie; Li, Runze
71
2006
Quantile regression for analyzing heterogeneity in ultra-high dimension. Zbl 1328.62468
Wang, Lan; Wu, Yichao; Li, Runze
71
2012
Model-free feature screening for ultrahigh dimensional discriminant analysis. Zbl 1373.62305
Cui, Hengjian; Li, Runze; Zhong, Wei
67
2015
Statistical challenges with high dimensionality: feature selection in knowledge discovery. Zbl 1117.62137
Fan, Jianqing; Li, Runze
66
2006
Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression. Zbl 1411.62101
Kai, Bo; Li, Runze; Zou, Hui
61
2010
Calibrating nonconvex penalized regression in ultra-high dimension. Zbl 1281.62106
Wang, Lan; Kim, Yongdai; Li, Runze
44
2013
Local modal regression. Zbl 1254.62059
Yao, Weixin; Lindsay, Bruce G.; Li, Runze
43
2012
A high-dimensional nonparametric multivariate test for mean vector. Zbl 1373.62280
Wang, Lan; Peng, Bo; Li, Runze
42
2015
Local rank inference for varying coefficient models. Zbl 1205.62092
Wang, Lan; Kai, Bo; Li, Runze
40
2009
Variable selection for multivariate failure time data. Zbl 1094.62123
Cai, Jianwen; Fan, Jianqing; Li, Runze; Zhou, Haibo
36
2005
Weighted Wilcoxon-type smoothly clipped absolute deviation method. Zbl 1167.62093
Wang, Lan; Li, Runze
34
2009
Multivariate varying coefficient model for functional responses. Zbl 1373.62169
Zhu, Hongtu; Li, Runze; Kong, Linglong
29
2012
Nonparametric mixture of regression models. Zbl 06224977
Huang, Mian; Li, Runze; Wang, Shaoli
26
2013
Data analysis in supersaturated designs. Zbl 1092.62570
Li, Runze; Lin, Dennis K. J.
24
2002
Efficient statistical inference procedures for partially nonlinear models and their applications. Zbl 1145.62030
Li, Runze; Nie, Lei
24
2008
Majorization framework for balanced lattice designs. Zbl 1084.62071
Zhang, Aijun; Fang, Kai-Tai; Li, Runze; Sudjianto, Agus
23
2005
Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62112
Zou, Hui; Li, Runze
21
2008
Testing multivariate uniformity and its applications. Zbl 0958.65016
Liang, Jia-Juan; Fang, Kai-Tai; Hickernell, Fred J.; Li, Runze
21
2001
Variable selection in linear mixed effects models. Zbl 1257.62077
Fan, Yingying; Li, Runze
21
2012
Testing multinormality based on low-dimensional projection. Zbl 0961.65005
Liang, Jiajuan; Li, Runze; Fang, Hongbin; Fang, Kai-Tai
19
2000
A multivariate version of Ghosh’s \(T_{3}\)-plot to detect non-multinormality. Zbl 1042.62552
Fang, Kai-Tai; Li, Run-Ze; Liang, Jia-Juan
19
1998
Projection correlation between two random vectors. Zbl 07072331
Zhu, Liping; Xu, Kai; Li, Runze; Zhong, Wei
18
2017
Variable selection in measurement error models. Zbl 1200.62071
Ma, Yanyuan; Li, Runze
17
2010
Semiparametric quantile regression with high-dimensional covariates. Zbl 1253.62032
Zhu, Liping; Huang, Mian; Li, Runze
17
2012
A selective overview of feature screening for ultrahigh-dimensional data. Zbl 1327.62345
Liu, JingYuan; Zhong, Wei; Li, RunZe
15
2015
Regularized quantile regression and robust feature screening for single index models. Zbl 1419.62096
Zhong, Wei; Zhu, Liping; Li, Runze; Cui, Hengjian
14
2016
Bayesian statistical inference on elliptical matrix distributions. Zbl 0958.62004
Fang, Kai-Tai; Li, Runze
12
1999
Feature screening for time-varying coefficient models with ultrahigh-dimensional longitudinal data. Zbl 1400.62255
Chu, Wanghuan; Li, Runze; Reimherr, Matthew
12
2016
Feature screening in ultrahigh dimensional Cox’s model. Zbl 1356.62175
Yang, Guangren; Yu, Ye; Li, Runze; Buu, Anne
11
2016
A new estimation procedure for a partially nonlinear model via a mixed-effects approach. Zbl 1132.62013
Li, Runze; Nie, Lei
11
2007
Folded concave penalized sparse linear regression: sparsity, statistical performance, and algorithmic theory for local solutions. Zbl 1386.90116
Liu, Hongcheng; Yao, Tao; Li, Runze; Ye, Yinyu
9
2017
Robust estimation for partially linear models with large-dimensional covariates. Zbl 06272099
Zhu, LiPing; Li, RunZe; Cui, HengJian
9
2013
Dimension-reduction type test for linearity of a stochastic regression model. Zbl 0927.62044
Zhu, Lixing; Li, Runze
8
1998
Nonparametric covariance model. Zbl 1180.62065
Yin, Jianxin; Geng, Zhi; Li, Runze; Wang, Hansheng
8
2010
Variable selection for support vector machines in moderately high dimensions. Zbl 1411.62176
Zhang, Xiang; Wu, Yichao; Wang, Lan; Li, Runze
8
2016
Local likelihood siZer map. Zbl 1193.62085
Li, Runze; Marron, J. S.
7
2005
Empirical likelihood in survival analysis. Zbl 1266.62078
Li, Gang; Li, Runze; Zhou, Mai
7
2005
Semiparametric estimation of conditional heteroscedasticity via single-index modeling. Zbl 06202705
Zhu, Liping; Dong, Yuexiao; Li, Runze
7
2013
An effective algorithm for generation of factorial designs with generalized minimum aberration. Zbl 1129.65007
Fang, Kai-Tai; Zhang, Aijun; Li, Runze
6
2007
Local linear regression for data with AR errors. Zbl 1176.62068
Li, Runze; Li, Yan
6
2009
Hypothesis testing on linear structures of high-dimensional covariance matrix. Zbl 1435.62202
Zheng, Shurong; Chen, Zhao; Cui, Hengjian; Li, Runze
6
2019
Variable selection for partially linear models via partial correlation. Zbl 1395.62203
Liu, Jingyuan; Lou, Lejia; Li, Runze
5
2018
Global solutions to folded concave penalized nonconvex learning. Zbl 1337.62163
Liu, Hongcheng; Yao, Tao; Li, Runze
5
2016
Some methods for generating both an NT-net and the uniform distribution on a Stiefel manifold and their applications. Zbl 0900.62262
Fang, Kai-Tai; Li, Run-Ze
5
1997
Error variance estimation in ultrahigh-dimensional additive models. Zbl 1398.62135
Chen, Zhao; Fan, Jianqing; Li, Runze
4
2018
Bayesian group Lasso for nonparametric varying-coefficient models with application to functional genome-wide association studies. Zbl 1397.62260
Li, Jiahan; Wang, Zhong; Li, Runze; Wu, Rongling
4
2015
Time-varying coefficient models for joint modeling binary and continuous outcomes in longitudinal data. Zbl 1359.62077
Kürüm, Esra; Li, Runze; Shiffman, Saul; Yao, Weixin
4
2016
Local composite quantile regression smoothing for Harris recurrent Markov processes. Zbl 1431.62397
Li, Degui; Li, Runze
4
2016
Testing a single regression coefficient in high dimensional linear models. Zbl 1443.62198
Lan, Wei; Zhong, Ping-Shou; Li, Runze; Wang, Hansheng; Tsai, Chih-Ling
4
2016
The expected values of invariant polynomials with matrix argument of elliptical distributions. Zbl 0877.62048
Li, Runze
4
1997
Evaluation of reproducibility for paired functional data. Zbl 1087.62034
Li, Runze; Chow, Mosuk
4
2005
Recent history functional linear models for sparse longitudinal data. Zbl 1204.62066
Kim, Kion; Şentürk, Damla; Li, Runze
4
2011
Weighted quantile regression for AR model with infinite variance errors. Zbl 1254.62092
Chen, Zhao; Li, Runze; Wu, Yaohua
4
2012
Distributed feature screening via componentwise debiasing. Zbl 07255055
Li, Xingxiang; Li, Runze; Xia, Zhiming; Xu, Chen
4
2020
Varying coefficient models for data with auto-correlated error process. Zbl 06503817
Chen, Zhao; Li, Runze; Li, Yan
3
2015
The characteristic functions of spherical matrix distributions. Zbl 0799.62057
Li, Runze
3
1993
A mixed-type test for linearity in time series. Zbl 0951.62073
An, Hong-Zhi; Zhu, Li-Xing; Li, Run-Ze
3
2000
Ultrahigh dimensional precision matrix estimation via refitted cross validation. Zbl 1456.62106
Wang, Luheng; Chen, Zhao; Wang, Christina Dan; Li, Runze
3
2020
A consistent information criterion for support vector machines in diverging model spaces. Zbl 1360.68728
Zhang, Xiang; Wu, Yichao; Wang, Lan; Li, Runze
3
2016
Time-varying copula models for longitudinal data. Zbl 06938693
Kürüm, Esra; Hughes, John; Li, Runze; Shiffman, Saul
2
2018
A projection NT-type test of elliptical symmetry based on the skewness and kurtosis measures. Zbl 0930.62059
Fang, Kaitai; Li, Runze; Zhu, Lixing
2
1998
Model-free conditional independence feature screening for ultrahigh dimensional data. Zbl 06844644
Wang, LuHeng; Liu, JingYuan; Li, Yong; Li, RunZe
2
2017
Non-parametric estimation under strong dependence. Zbl 1301.62044
Zhao, Zhibiao; Zhang, Yiyun; Li, Runze
2
2014
Variable selection and inference procedures for marginal analysis of longitudinal data with missing observations and covariate measurement error. Zbl 1329.62330
Yi, Grace Y.; Tan, Xianming; Li, Runze
2
2015
Estimation of scale matrix of elliptically contoured matrix distributions. Zbl 0838.62043
Li, Run-Ze; Fang, Kai-Tai
2
1995
A new approach for testing symmetry of a high-dimensional distribution. Zbl 0902.62065
Zhu, Li-Xing; Fang, Kai-Tai; Li, Run-Ze
2
1997
Empirical likelihood inference for semi-parametric estimating equations. Zbl 1273.62077
Wang, ShanShan; Cui, HengJian; Li, RunZe
2
2013
Prediction-based structured variable selection through the receiver operating characteristic curves. Zbl 1274.62901
Wang, Yuanjia; Chen, Huaihou; Li, Runze; Duan, Naihua; Lewis-Fernández, Roberto
2
2011
Model-free forward screening via cumulative divergence. Zbl 1441.62185
Zhou, Tingyou; Zhu, Liping; Xu, Chen; Li, Runze
2
2020
Statistical foundations of data science. Zbl 1467.62001
Fan, Jianqing; Li, Runze; Zhang, Cun-Hui; Zou, Hui
2
2020
Robust neural network with applications to credit portfolio data analysis. Zbl 1245.91099
Feng, Yijia; Li, Runze; Sudjianto, Agus; Zhang, Yiyun
2
2010
Sample average approximation with sparsity-inducing penalty for high-dimensional stochastic programming. Zbl 1423.90162
Liu, Hongcheng; Wang, Xue; Yao, Tao; Li, Runze; Ye, Yinyu
2
2019
Variable selection via partial correlation. Zbl 1372.62017
Li, Runze; Liu, Jingyuan; Lou, Lejia
2
2017
Online sufficient dimension reduction through sliced inverse regression. Zbl 1475.68263
Cai, Zhanrui; Li, Runze; Zhu, Liping
2
2020
Test of significance for high-dimensional longitudinal data. Zbl 1455.62051
Fang, Ethan X.; Ning, Yang; Li, Runze
2
2020
Partial linear varying multi-index coefficient model for integrative gene-environment interactions. Zbl 1359.62483
Liu, Xu; Cui, Yuehua; Li, Runze
1
2016
A semivarying joint model for longitudinal binary and continuous outcomes. Zbl 1357.62175
Kürüm, Esra; Hughes, John; Li, Runze
1
2016
Estimation of scatter matrix based on i.i.d. sample from elliptical distributions. Zbl 0844.62041
Fang, Kaitai; Li, Runze
1
1995
An overview on nonparametric and semiparametric techniques for longitudinal data. Zbl 1119.62030
Fan, Jianqing; Li, Runze
1
2006
An overview on variable selection for survival analysis. Zbl 1266.62080
Fan, Jianqing; Li, Gang; Li, Runze
1
2005
An overview on variable selection for longitudinal data. Zbl 1268.62002
Dziak, John J.; Li, Runze
1
2007
Feature screening in ultrahigh-dimensional generalized varying-coefficient models. Zbl 1439.62258
Yang, Guangren; Yang, Songshan; Li, Runze
1
2020
Feature screening for network autoregression model. Zbl 1479.62072
Huang, Danyang; Zhu, Xuening; Li, Runze; Wang, Hansheng
1
2021
Central limit theorem for linear spectral statistics of large dimensional Kendall’s rank correlation matrices and its applications. Zbl 1475.62168
Li, Zeng; Wang, Qinwen; Li, Runze
1
2021
Inference in high dimensional linear measurement error models. Zbl 1472.62112
Li, Mengyan; Li, Runze; Ma, Yanyuan
1
2021
Distributed feature screening via componentwise debiasing. Zbl 07255055
Li, Xingxiang; Li, Runze; Xia, Zhiming; Xu, Chen
4
2020
Ultrahigh dimensional precision matrix estimation via refitted cross validation. Zbl 1456.62106
Wang, Luheng; Chen, Zhao; Wang, Christina Dan; Li, Runze
3
2020
Model-free forward screening via cumulative divergence. Zbl 1441.62185
Zhou, Tingyou; Zhu, Liping; Xu, Chen; Li, Runze
2
2020
Statistical foundations of data science. Zbl 1467.62001
Fan, Jianqing; Li, Runze; Zhang, Cun-Hui; Zou, Hui
2
2020
Online sufficient dimension reduction through sliced inverse regression. Zbl 1475.68263
Cai, Zhanrui; Li, Runze; Zhu, Liping
2
2020
Test of significance for high-dimensional longitudinal data. Zbl 1455.62051
Fang, Ethan X.; Ning, Yang; Li, Runze
2
2020
Feature screening in ultrahigh-dimensional generalized varying-coefficient models. Zbl 1439.62258
Yang, Guangren; Yang, Songshan; Li, Runze
1
2020
Rejoinder to “A tuning-free robust and efficient approach to high-dimensional regression”. Zbl 1452.62526
Wang, Lan; Peng, Bo; Bradic, Jelena; Li, Runze; Wu, Yunan
1
2020
Consistent selection of the number of change-points via sample-splitting. Zbl 1442.62126
Zou, Changliang; Wang, Guanghui; Li, Runze
1
2020
Empirical likelihood test for a large-dimensional mean vector. Zbl 1451.62062
Cui, Xia; Li, Runze; Yang, Guangren; Zhou, Wang
1
2020
Hypothesis testing on linear structures of high-dimensional covariance matrix. Zbl 1435.62202
Zheng, Shurong; Chen, Zhao; Cui, Hengjian; Li, Runze
6
2019
Sample average approximation with sparsity-inducing penalty for high-dimensional stochastic programming. Zbl 1423.90162
Liu, Hongcheng; Wang, Xue; Yao, Tao; Li, Runze; Ye, Yinyu
2
2019
Homogeneity tests of covariance matrices with high-dimensional longitudinal data. Zbl 1464.62275
Zhong, Ping-Shou; Li, Runze; Santo, Shawn
1
2019
Linear hypothesis testing for high dimensional generalized linear models. Zbl 1436.62355
Shi, Chengchun; Song, Rui; Chen, Zhao; Li, Runze
1
2019
Feature screening in ultrahigh-dimensional varying-coefficient Cox model. Zbl 1417.62283
Yang, Guangren; Zhang, Ling; Li, Runze; Huang, Yuan
1
2019
Variable selection for partially linear models via partial correlation. Zbl 1395.62203
Liu, Jingyuan; Lou, Lejia; Li, Runze
5
2018
Error variance estimation in ultrahigh-dimensional additive models. Zbl 1398.62135
Chen, Zhao; Fan, Jianqing; Li, Runze
4
2018
Time-varying copula models for longitudinal data. Zbl 06938693
Kürüm, Esra; Hughes, John; Li, Runze; Shiffman, Saul
2
2018
Projection correlation between two random vectors. Zbl 07072331
Zhu, Liping; Xu, Kai; Li, Runze; Zhong, Wei
18
2017
Folded concave penalized sparse linear regression: sparsity, statistical performance, and algorithmic theory for local solutions. Zbl 1386.90116
Liu, Hongcheng; Yao, Tao; Li, Runze; Ye, Yinyu
9
2017
Model-free conditional independence feature screening for ultrahigh dimensional data. Zbl 06844644
Wang, LuHeng; Liu, JingYuan; Li, Yong; Li, RunZe
2
2017
Variable selection via partial correlation. Zbl 1372.62017
Li, Runze; Liu, Jingyuan; Lou, Lejia
2
2017
Regularized quantile regression and robust feature screening for single index models. Zbl 1419.62096
Zhong, Wei; Zhu, Liping; Li, Runze; Cui, Hengjian
14
2016
Feature screening for time-varying coefficient models with ultrahigh-dimensional longitudinal data. Zbl 1400.62255
Chu, Wanghuan; Li, Runze; Reimherr, Matthew
12
2016
Feature screening in ultrahigh dimensional Cox’s model. Zbl 1356.62175
Yang, Guangren; Yu, Ye; Li, Runze; Buu, Anne
11
2016
Variable selection for support vector machines in moderately high dimensions. Zbl 1411.62176
Zhang, Xiang; Wu, Yichao; Wang, Lan; Li, Runze
8
2016
Global solutions to folded concave penalized nonconvex learning. Zbl 1337.62163
Liu, Hongcheng; Yao, Tao; Li, Runze
5
2016
Time-varying coefficient models for joint modeling binary and continuous outcomes in longitudinal data. Zbl 1359.62077
Kürüm, Esra; Li, Runze; Shiffman, Saul; Yao, Weixin
4
2016
Local composite quantile regression smoothing for Harris recurrent Markov processes. Zbl 1431.62397
Li, Degui; Li, Runze
4
2016
Testing a single regression coefficient in high dimensional linear models. Zbl 1443.62198
Lan, Wei; Zhong, Ping-Shou; Li, Runze; Wang, Hansheng; Tsai, Chih-Ling
4
2016
A consistent information criterion for support vector machines in diverging model spaces. Zbl 1360.68728
Zhang, Xiang; Wu, Yichao; Wang, Lan; Li, Runze
3
2016
Partial linear varying multi-index coefficient model for integrative gene-environment interactions. Zbl 1359.62483
Liu, Xu; Cui, Yuehua; Li, Runze
1
2016
A semivarying joint model for longitudinal binary and continuous outcomes. Zbl 1357.62175
Kürüm, Esra; Hughes, John; Li, Runze
1
2016
Model-free feature screening for ultrahigh dimensional discriminant analysis. Zbl 1373.62305
Cui, Hengjian; Li, Runze; Zhong, Wei
67
2015
A high-dimensional nonparametric multivariate test for mean vector. Zbl 1373.62280
Wang, Lan; Peng, Bo; Li, Runze
42
2015
A selective overview of feature screening for ultrahigh-dimensional data. Zbl 1327.62345
Liu, JingYuan; Zhong, Wei; Li, RunZe
15
2015
Bayesian group Lasso for nonparametric varying-coefficient models with application to functional genome-wide association studies. Zbl 1397.62260
Li, Jiahan; Wang, Zhong; Li, Runze; Wu, Rongling
4
2015
Varying coefficient models for data with auto-correlated error process. Zbl 06503817
Chen, Zhao; Li, Runze; Li, Yan
3
2015
Variable selection and inference procedures for marginal analysis of longitudinal data with missing observations and covariate measurement error. Zbl 1329.62330
Yi, Grace Y.; Tan, Xianming; Li, Runze
2
2015
Feature selection for varying coefficient models with ultrahigh-dimensional covariates. Zbl 1367.62048
Liu, Jingyuan; Li, Runze; Wu, Rongling
79
2014
Non-parametric estimation under strong dependence. Zbl 1301.62044
Zhao, Zhibiao; Zhang, Yiyun; Li, Runze
2
2014
Nonlinear varying-coefficient models with applications to a photosynthesis study. Zbl 1303.62081
Kürüm, Esra; Li, Runze; Wang, Yang; Şentürk, Damla
1
2014
A fast algorithm for detecting gene-gene interactions in genome-wide association studies. Zbl 1454.62349
Li, Jiahan; Zhong, Wei; Li, Runze; Wu, Rongling
1
2014
Comment on: “Estimation and accuracy after model selection”. Zbl 1368.62078
Wang, Lan; Sherwood, Ben; Li, Runze
1
2014
Calibrating nonconvex penalized regression in ultra-high dimension. Zbl 1281.62106
Wang, Lan; Kim, Yongdai; Li, Runze
44
2013
Nonparametric mixture of regression models. Zbl 06224977
Huang, Mian; Li, Runze; Wang, Shaoli
26
2013
Robust estimation for partially linear models with large-dimensional covariates. Zbl 06272099
Zhu, LiPing; Li, RunZe; Cui, HengJian
9
2013
Semiparametric estimation of conditional heteroscedasticity via single-index modeling. Zbl 06202705
Zhu, Liping; Dong, Yuexiao; Li, Runze
7
2013
Empirical likelihood inference for semi-parametric estimating equations. Zbl 1273.62077
Wang, ShanShan; Cui, HengJian; Li, RunZe
2
2013
Feature screening via distance correlation learning. Zbl 1443.62184
Li, Runze; Zhong, Wei; Zhu, Liping
205
2012
Quantile regression for analyzing heterogeneity in ultra-high dimension. Zbl 1328.62468
Wang, Lan; Wu, Yichao; Li, Runze
71
2012
Local modal regression. Zbl 1254.62059
Yao, Weixin; Lindsay, Bruce G.; Li, Runze
43
2012
Multivariate varying coefficient model for functional responses. Zbl 1373.62169
Zhu, Hongtu; Li, Runze; Kong, Linglong
29
2012
Variable selection in linear mixed effects models. Zbl 1257.62077
Fan, Yingying; Li, Runze
21
2012
Semiparametric quantile regression with high-dimensional covariates. Zbl 1253.62032
Zhu, Liping; Huang, Mian; Li, Runze
17
2012
Weighted quantile regression for AR model with infinite variance errors. Zbl 1254.62092
Chen, Zhao; Li, Runze; Wu, Yaohua
4
2012
Model-free feature screening for ultrahigh-dimensional data. Zbl 1233.62195
Zhu, Li-Ping; Li, Lexin; Li, Runze; Zhu, Li-Xing
162
2011
New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models. Zbl 1209.62074
Kai, Bo; Li, Runze; Zou, Hui
159
2011
Recent history functional linear models for sparse longitudinal data. Zbl 1204.62066
Kim, Kion; Şentürk, Damla; Li, Runze
4
2011
Prediction-based structured variable selection through the receiver operating characteristic curves. Zbl 1274.62901
Wang, Yuanjia; Chen, Huaihou; Li, Runze; Duan, Naihua; Lewis-Fernández, Roberto
2
2011
Estimation and testing for partially linear single-index models. Zbl 1204.62068
Liang, Hua; Liu, Xiang; Li, Runze; Tsai, Chih-Ling
111
2010
Regularization parameter selections via generalized information criterion. Zbl 1397.62262
Zhang, Yiyun; Li, Runze; Tsai, Chih-Ling
76
2010
Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression. Zbl 1411.62101
Kai, Bo; Li, Runze; Zou, Hui
61
2010
Variable selection in measurement error models. Zbl 1200.62071
Ma, Yanyuan; Li, Runze
17
2010
Nonparametric covariance model. Zbl 1180.62065
Yin, Jianxin; Geng, Zhi; Li, Runze; Wang, Hansheng
8
2010
Robust neural network with applications to credit portfolio data analysis. Zbl 1245.91099
Feng, Yijia; Li, Runze; Sudjianto, Agus; Zhang, Yiyun
2
2010
Variable selection for partially linear models with measurement errors. Zbl 1388.62208
Liang, Hua; Li, Runze
77
2009
Local rank inference for varying coefficient models. Zbl 1205.62092
Wang, Lan; Kai, Bo; Li, Runze
40
2009
Weighted Wilcoxon-type smoothly clipped absolute deviation method. Zbl 1167.62093
Wang, Lan; Li, Runze
34
2009
Local linear regression for data with AR errors. Zbl 1176.62068
Li, Runze; Li, Yan
6
2009
One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1142.62027
Zou, Hui; Li, Runze
329
2008
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
307
2008
Variable selection in semiparametric regression modeling. Zbl 1132.62027
Li, Runze; Liang, Hua
164
2008
Efficient statistical inference procedures for partially nonlinear models and their applications. Zbl 1145.62030
Li, Runze; Nie, Lei
24
2008
Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62112
Zou, Hui; Li, Runze
21
2008
Tuning parameter selectors for the smoothly clipped absolute deviation method. Zbl 1135.62058
Wang, Hansheng; Li, Runze; Tsai, Chih-Ling
273
2007
Analysis of longitudinal data with semiparametric estimation of covariance function. Zbl 1172.62323
Fan, Jianqing; Huang, Tao; Li, Runze
111
2007
A new estimation procedure for a partially nonlinear model via a mixed-effects approach. Zbl 1132.62013
Li, Runze; Nie, Lei
11
2007
An effective algorithm for generation of factorial designs with generalized minimum aberration. Zbl 1129.65007
Fang, Kai-Tai; Zhang, Aijun; Li, Runze
6
2007
An overview on variable selection for longitudinal data. Zbl 1268.62002
Dziak, John J.; Li, Runze
1
2007
Design and modeling for computer experiments. Zbl 1093.62117
Fang, Kai-Tai; Li, Runze; Sudjianto, Agus
134
2006
Quadratic inference functions for varying-coefficient models with longitudinal data. Zbl 1097.62037
Qu, Annie; Li, Runze
71
2006
Statistical challenges with high dimensionality: feature selection in knowledge discovery. Zbl 1117.62137
Fan, Jianqing; Li, Runze
66
2006
An overview on nonparametric and semiparametric techniques for longitudinal data. Zbl 1119.62030
Fan, Jianqing; Li, Runze
1
2006
Variable selection using MM algorithms. Zbl 1078.62028
Hunter, David R.; Li, Runze
147
2005
Variable selection for multivariate failure time data. Zbl 1094.62123
Cai, Jianwen; Fan, Jianqing; Li, Runze; Zhou, Haibo
36
2005
Majorization framework for balanced lattice designs. Zbl 1084.62071
Zhang, Aijun; Fang, Kai-Tai; Li, Runze; Sudjianto, Agus
23
2005
Local likelihood siZer map. Zbl 1193.62085
Li, Runze; Marron, J. S.
7
2005
Empirical likelihood in survival analysis. Zbl 1266.62078
Li, Gang; Li, Runze; Zhou, Mai
7
2005
Evaluation of reproducibility for paired functional data. Zbl 1087.62034
Li, Runze; Chow, Mosuk
4
2005
An overview on variable selection for survival analysis. Zbl 1266.62080
Fan, Jianqing; Li, Gang; Li, Runze
1
2005
New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis. Zbl 1117.62329
Fan, Jianqing; Li, Runze
193
2004
Variable selection for Cox’s proportional hazards model and frailty model. Zbl 1012.62106
Fan, Jianqing; Li, Runze
155
2002
Data analysis in supersaturated designs. Zbl 1092.62570
Li, Runze; Lin, Dennis K. J.
24
2002
Variable selection via nonconcave penalized likelihood and its oracle properties. Zbl 1073.62547
Fan, Jianqing; Li, Runze
2001
Testing multivariate uniformity and its applications. Zbl 0958.65016
Liang, Jia-Juan; Fang, Kai-Tai; Hickernell, Fred J.; Li, Runze
21
2001
Efficient estimation and inferences for varying-coefficient models. Zbl 0999.62052
Cai, Zongwu; Fan, Jianqing; Li, Runze
162
2000
...and 12 more Documents
all top 5

Cited by 4,044 Authors

75 Lian, Heng
58 Li, Runze
46 Zhang, Riquan
44 Lin, Lu
43 Fan, Jianqing
42 Yang, Hu
42 Zhu, Lixing
36 Xue, Liugen
35 Liang, Hua
34 Zhao, Weihua
31 Li, Gaorong
28 Zhou, Yong
25 Huang, Jian
25 Zhu, Zhongyi
24 Liu, Jicai
24 Liu, Min-Qian
24 Zhao, Peixin
23 Wang, Qihua
23 Zhu, Liping
22 Feng, Sanying
22 Lai, Peng
21 Lv, Jing
21 Qin, Hong
21 Wang, Kangning
20 Guo, Chaohui
20 Koukouvinos, Christos
19 Cui, Hengjian
19 Wang, Mingqiu
19 You, Jinhong
18 Peng, Heng
18 Sun, Liuquan
18 Tutz, Gerhard E.
18 Yao, Weixin
17 Ma, Shuangge
17 Wang, Hansheng
17 Wu, Yichao
17 Zou, Hui
16 Tang, Manlai
15 Li, Jialiang
15 Lin, Jinguan
15 Liu, Yanyan
15 Liu, Yufeng
15 Song, Xinyuan
14 Chen, Xiaolin
14 Feng, Zhenghui
14 Huang, Zhensheng
14 Jiao, Yuling
14 Tang, Niansheng
14 Tian, Guoliang
14 Yang, Jing
14 Yang, Yiping
14 Zhang, Hao Helen
14 Zhang, Qingzhao
14 Zhu, Hongtu
14 Zhu, Ji
13 Gai, Yujie
13 Jiang, Rong
13 Kim, Yongdai
13 Leng, Chenlei
13 Li, Degui
13 Park, Cheolwoo
13 Qian, Weimin
13 Tian, Maozai
13 Wang, Lan
13 Wu, Liucang
13 Zhang, Wenyang
13 Zhou, Zhangong
13 Zou, Changliang
12 Hu, Jianhua
12 Lv, Yazhao
12 Wang, Xiuli
12 Xu, Kai
12 Zhang, Zhongzhan
11 Ahmed, Syed Ejaz
11 Du, Jiang
11 Fan, Yingying
11 Fang, Kai-Tai
11 He, Xuming
11 Li, Gang
11 Lin, Huazhen
11 Song, Lixin
11 Sun, Jianguo
11 Wang, Li
11 Xu, Peirong
11 Xu, Wangli
10 Fan, Guoliang
10 Liang, Jiajuan
10 Liu, Han
10 Lv, Jinchi
10 Ma, Shujie
10 Pan, Jianxin
10 Song, Rui
10 Wan, Alan T. K.
10 Wang, Suojin
10 Wang, Xiaoguang
10 Zhao, Xingqiu
10 Zhao, Yanyong
9 Bühlmann, Peter
9 Carroll, Raymond James
9 Chen, Zehua
...and 3,944 more Authors
all top 5

Cited in 216 Serials

270 Computational Statistics and Data Analysis
211 Journal of Multivariate Analysis
185 The Annals of Statistics
158 Communications in Statistics. Theory and Methods
124 Journal of Statistical Planning and Inference
111 Journal of Statistical Computation and Simulation
107 Journal of the American Statistical Association
107 Electronic Journal of Statistics
91 Communications in Statistics. Simulation and Computation
80 Journal of Applied Statistics
79 Statistics & Probability Letters
77 Annals of the Institute of Statistical Mathematics
72 Journal of the Korean Statistical Society
70 Statistical Papers
68 Biometrics
68 Journal of Nonparametric Statistics
62 Computational Statistics
57 Statistics and Computing
52 Statistica Sinica
52 The Annals of Applied Statistics
51 Journal of Econometrics
48 Metrika
42 Science China. Mathematics
39 Statistics
35 Acta Mathematicae Applicatae Sinica. English Series
31 Scandinavian Journal of Statistics
31 Test
31 Journal of Computational and Graphical Statistics
26 Journal of Systems Science and Complexity
24 Journal of Computational and Applied Mathematics
24 Journal of Machine Learning Research (JMLR)
22 Mathematical Programming. Series A. Series B
21 The Canadian Journal of Statistics
21 Statistical Science
20 Computational Optimization and Applications
20 Lifetime Data Analysis
18 Bernoulli
18 Econometric Theory
17 AStA. Advances in Statistical Analysis
16 Biometrical Journal
15 Econometric Reviews
15 European Journal of Operational Research
15 Acta Mathematica Sinica. English Series
15 Statistical Methodology
15 Bayesian Analysis
14 Journal of the Royal Statistical Society. Series B. Statistical Methodology
11 Journal of Scientific Computing
11 Journal of Global Optimization
11 Brazilian Journal of Probability and Statistics
11 Advances in Data Analysis and Classification. ADAC
10 Psychometrika
10 SIAM Journal on Optimization
10 Mathematical Problems in Engineering
10 Statistical Modelling
10 Statistical Applications in Genetics and Molecular Biology
10 SIAM/ASA Journal on Uncertainty Quantification
9 Australian & New Zealand Journal of Statistics
8 Mathematical Methods of Statistics
8 SIAM Journal on Imaging Sciences
8 Journal of Probability and Statistics
7 Inverse Problems
7 Applied Mathematical Modelling
7 Journal of Inequalities and Applications
7 Statistical Methods and Applications
7 Computational & Mathematical Methods in Medicine
7 Statistical Analysis and Data Mining
7 Journal of Statistical Theory and Practice
6 Applied Mathematics and Computation
6 Automatica
6 Journal of Optimization Theory and Applications
6 Journal of Complexity
6 Annals of Operations Research
6 Machine Learning
6 Applied Mathematics. Series B (English Edition)
6 Quantitative Finance
5 Neural Computation
5 Economics Letters
5 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
5 Journal of Agricultural, Biological, and Environmental Statistics
5 Random Matrices: Theory and Applications
4 Information Sciences
4 Journal of Time Series Analysis
4 Sequential Analysis
4 Neural Networks
4 SIAM Journal on Scientific Computing
4 ASTIN Bulletin
4 Journal of Applied Mathematics and Computing
4 Frontiers of Mathematics in China
4 Statistics Surveys
4 Sankhyā. Series A
4 Journal of Theoretical Biology
4 Journal of the Operations Research Society of China
4 Japanese Journal of Statistics and Data Science
3 Science in China. Series A
3 Proceedings of the National Academy of Sciences of the United States of America
3 Abstract and Applied Analysis
3 Discrete Dynamics in Nature and Society
3 Biostatistics
3 Computational Management Science
3 Journal of Statistical Mechanics: Theory and Experiment
...and 116 more Serials

Citations by Year