Edit Profile (opens in new tab) Shen, Xiaotong Co-Author Distance Author ID: shen.xiaotong Published as: Shen, Xiaotong; Shen, X. Documents Indexed: 97 Publications since 1990 6 Contributions as Editor Co-Authors: 66 Co-Authors with 80 Joint Publications 2,695 Co-Co-Authors all top 5 Co-Authors 9 single-authored 33 Pan, Wei 11 Wang, Junhui 8 Zhu, Yunzhang 6 Dai, Ben 6 Huang, Hsin-Cheng 6 Pope, Christopher N. 6 Wong, Wing Hung 5 Qu, Annie 5 Romans, L. J. 5 Sezgin, Ergin 5 Warhaft, Zellman 3 Liu, Binghui 3 Wang, Lifeng 3 Wu, Chong 3 Xie, Benhuai 3 Ye, Jieping 2 Austin, Erin 2 Bergshoeff, Eric A. 2 Bi, Xuan 2 Li, Chunlin 2 Shi, Jian 2 Wang, Shaoli 2 Yuan, Yiping 2 Zhang, Yongli 2 Zhou, Hui 2 Zhou, Shanggang 1 Abouelsaood, Ahmed 1 Cai, Tony Tony 1 Che, Yuezhang 1 Chen, Lin Yee 1 Chen, Xiaohong 1 Christmann, Andreas 1 Cressie, Noel A. C. 1 Gao, Chen 1 Geyer, Charles J. 1 Härdle, Wolfgang Karl 1 Huang, Suyun 1 Islam, Mohammad Tariqul 1 Jiang, Hui 1 Jones, Galin L. 1 Kim, Kunho 1 Kim, Sunkyung 1 Kwon, Sunghoon 1 Lafferty, John D. 1 Liu, Xin 1 Liu, Yi 1 Liu, Yufeng 1 Lu, Henry Horng-Shing 1 Lu, Yufeng 1 Lu, Zhaosong 1 Mumford, Sunni L. 1 Peng, Si 1 Shu, Xinxin 1 Sirviente, Ana I. 1 Solomon, Michael J. 1 Stein, Michael L. 1 Stelle, Kellogg S. 1 Styer, Patricia E. 1 Sun, Yiwen 1 Tseng, George C. 1 Verducci, Joseph Stephen 1 Wang, Huixin 1 Wang, Zizhuo 1 Wasserman, Larry Alan 1 Wolfe, Douglas A. 1 Wonka, Peter 1 Wu, Seongho 1 Xiang, Shuo 1 Xu, Gongjun 1 Xue, Haoran 1 Yan, Qi 1 Yang, Sen 1 Ye, Jianming 1 Ye, Jimmy 1 Zhang, Bo 1 Zhang, Xuegong 1 Zheng, Qingle 1 Zheng, Yuan-Fang 1 Zhu, Yanni all top 5 Serials 24 Journal of the American Statistical Association 9 Journal of Machine Learning Research (JMLR) 8 Statistica Sinica 6 The Annals of Statistics 6 Biometrika 6 Electronic Journal of Statistics 5 Physics of Fluids 4 Statistical Analysis and Data Mining 3 Modern Physics Letters A 3 Physics Letters. B 3 Biometrics 3 Statistics and Its Interface 2 The Annals of Applied Statistics 1 International Journal of Modern Physics A 1 Artificial Intelligence 1 The Canadian Journal of Statistics 1 Communications in Mathematical Physics 1 Annals of the Institute of Statistical Mathematics 1 Econometrica 1 Journal of Econometrics 1 Journal of Statistical Planning and Inference 1 Probability and Mathematical Statistics 1 Science in China. Series A 1 IEEE Transactions on Signal Processing 1 Pattern Recognition 1 Computational Statistics and Data Analysis 1 SIAM Journal on Optimization 1 Contemporary Mathematics 1 Institute of Mathematical Statistics Collections 1 Springer Handbooks of Computational Statistics all top 5 Fields 83 Statistics (62-XX) 32 Computer science (68-XX) 12 Numerical analysis (65-XX) 8 Quantum theory (81-XX) 7 Operations research, mathematical programming (90-XX) 6 Nonassociative rings and algebras (17-XX) 6 Fluid mechanics (76-XX) 5 General and overarching topics; collections (00-XX) 5 Biology and other natural sciences (92-XX) 2 Combinatorics (05-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 1 Topological groups, Lie groups (22-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Differential geometry (53-XX) 1 Probability theory and stochastic processes (60-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 75 Publications have been cited 1,607 times in 1,162 Documents Cited by ▼ Year ▼ Convergence rate of sieve estimates. Zbl 0805.62008 Shen, Xiaotong; Wong, Wing Hung 147 1994 Local asymptotics for regression splines and confidence regions. Zbl 0929.62052 Zhou, S.; Shen, X.; Wolfe, D. A. 126 1998 Rates of convergence of posterior distributions. Zbl 1041.62022 Shen, Xiaotong; Wasserman, Larry 116 2001 On methods of sieves and penalization. Zbl 0895.62041 Shen, Xiaotong 106 1997 Probability inequalities for likelihood ratios and convergence rates of sieve MLEs. Zbl 0829.62002 Wong, Wing Hung; Shen, Xiaotong 93 1995 Sieve extremum estimates for weakly dependent data. Zbl 1055.62544 Chen, Xiaohong; Shen, Xiaotong 85 1998 Likelihood-based selection and sharp parameter estimation. Zbl 1261.62020 Shen, Xiaotong; Pan, Wei; Zhu, Yunzhang 78 2012 Penalized model-based clustering with application to variable selection. Zbl 1222.68279 Pan, Wei; Shen, Xiaotong 70 2007 On \(\psi\)-learning. Zbl 1052.62095 Shen, Xiaotong; Tseng, George C.; Zhang, Xuegong; Wong, Wing Hung 65 2003 The anisotropy of the small scale structure in high Reynolds number (R\(\lambda \sim 1000\)) turbulent shear flow. Zbl 1184.76500 Shen, X.; Warhaft, Z. 63 2000 Multicategory \(\psi\)-Learning. Zbl 1119.62341 Lu, Yufeng; Shen, Xiaotong 55 2006 Adaptive model selection. Zbl 1073.62509 Shen, Xiaotong; Ye, Jianming 54 2002 Spatially adaptive regression splines and accurate knot selection schemes. Zbl 1014.62049 Zhou, Shanggang; Shen, Xiaotong 36 2001 Proportional odds regression and sieve maximum likelihood estimation. Zbl 0905.62076 Shen, Xiaotong 34 1998 Grouping pursuit through a regularization solution surface. Zbl 1392.62192 Shen, Xiaotong; Huang, Hsin-Cheng 33 2010 Asymptotic normality of semiparametric and nonparametric posterior distributions. Zbl 1073.62517 Shen, Xiaotong 32 2002 On \(L_1\)-norm multiclass support vector machines: methodology and theory. Zbl 1172.62317 Wang, Lifeng; Shen, Xiaotong 30 2007 Incorporating predictor network in penalized regression with application to microarray data. Zbl 1192.62235 Pan, Wei; Xie, Benhuai; Shen, Xiaotong 29 2010 On constrained and regularized high-dimensional regression. Zbl 1329.62307 Shen, Xiaotong; Pan, Wei; Zhu, Yunzhang; Zhou, Hui 26 2013 Optimal model assessment, selection, and combination. Zbl 1119.62306 Shen, Xiaotong; Huang, Hsin-Cheng 22 2006 Longitudinal and transverse structure functions in sheared and unsheared wind-tunnel turbulence. Zbl 1184.76501 Shen, X.; Warhaft, Z. 22 2002 Structural pursuit over multiple undirected graphs. Zbl 1368.62181 Zhu, Yunzhang; Shen, Xiaotong; Pan, Wei 21 2014 Cluster analysis: unsupervised learning via supervised learning with a non-convex penalty. Zbl 1317.68179 Pan, Wei; Shen, Xiaotong; Liu, Binghui 21 2013 Variable selection in penalized model-based clustering via regularization on grouped parameters. Zbl 1146.62101 Xie, Benhuai; Pan, Wei; Shen, Xiaotong 20 2008 Probability estimation for large-margin classifiers. Zbl 1437.62648 Wang, Junhui; Shen, Xiaotong; Liu, Yufeng 19 2008 Penalized model-based clustering with unconstrained covariance matrices. Zbl 1326.62143 Zhou, Hui; Pan, Wei; Shen, Xiaotong 19 2009 \(W\) infinity and string theory. Zbl 0972.81555 Shen, X. 18 1992 Multilayer tensor factorization with applications to recommender systems. Zbl 1454.62511 Bi, Xuan; Qu, Annie; Shen, Xiaotong 18 2018 Nonparametric hypothesis testing for a spatial signal. Zbl 1041.62038 Shen, Xiaotong; Huang, Hsin-Cheng; Cressie, Noel 17 2002 Simultaneous grouping pursuit and feature selection over an undirected graph. Zbl 06195973 Zhu, Yunzhang; Shen, Xiaotong; Pan, Wei 17 2013 Large margin semi-supervised learning. Zbl 1222.68329 Wang, Junhui; Shen, Xiaotong 16 2007 \(W_\infty\) gravity and super-\(W_\infty\) gravity. Zbl 1020.81812 Bergshoeff, E.; Pope, C. N.; Romans, L. J.; Sezgin, E.; Shen, X. 15 1990 On the higher order mixed structure functions in laboratory shear flow. Zbl 1185.76390 Warhaft, Z.; Shen, X. 14 2002 Penalized model-based clustering. Zbl 1135.62055 Xie, Benhuai; Pan, Wei; Shen, Xiaotong 12 2008 On efficient large margin semisupervised learning: method and theory. Zbl 1235.68203 Wang, Junhui; Shen, Xiaotong; Pan, Wei 12 2009 Linear regression with current status data. Zbl 0996.62093 Shen, Xiaotong 12 2000 On transductive support vector machines. Zbl 1147.68657 Wang, Junhui; Shen, Xiaotong; Pan, Wei 11 2007 A new algorithm and theory for penalized regression-based clustering. Zbl 1392.68371 Wu, Chong; Kwon, Sunghoon; Shen, Xiaotong; Pan, Wei 11 2016 Simultaneous supervised clustering and feature selection over a graph. Zbl 1452.62467 Shen, Xiaotong; Huang, Hsin-Cheng; Pan, Wei 11 2012 Inference after model selection. Zbl 1117.62423 Shen, Xiaotong; Huang, Hsin-Cheng; Ye, Jimmy 10 2004 Sieve likelihood ratio inference on general parameter space. Zbl 1122.62017 Shen, Xiaotong; Shi, Jian 10 2005 Fused multiple graphical lasso. Zbl 1320.90055 Yang, Sen; Lu, Zhaosong; Shen, Xiaotong; Wonka, Peter; Ye, Jieping 10 2015 Estimation of multiple networks in Gaussian mixture models. Zbl 1335.62098 Gao, Chen; Zhu, Yunzhang; Shen, Xiaotong; Pan, Wei 9 2016 Generalization error for multi-class margin classification. Zbl 1320.62152 Shen, Xiaotong; Wang, Lifeng 8 2007 On the method of penalization. Zbl 0907.62046 Shen, Xiaotong 8 1998 Network-based penalized regression with application to genomic data. Zbl 1429.62294 Kim, Sunkyung; Pan, Wei; Shen, Xiaotong 8 2013 Smooth neighborhood recommender systems. Zbl 1483.68292 Dai, Ben; Wang, Junhui; Shen, Xiaotong; Qu, Annie 7 2019 Constrained likelihood for reconstructing a directed acyclic Gaussian graph. Zbl 1506.62298 Yuan, Yiping; Shen, Xiaotong; Pan, Wei; Wang, Zizhuo 7 2019 \(w_\infty\) gravity. Zbl 1332.81202 Bergshoeff, E.; Pope, C. N.; Romans, L. J.; Sezgin, E.; Shen, X.; Stelle, K. S. 6 1990 Model selection procedure for high-dimensional data. Zbl 07260255 Zhang, Yongli; Shen, Xiaotong 6 2010 Effect of macromolecular polymer structures on drag reduction in a turbulent channel flow. Zbl 1187.76271 Kim, K.; Islam, M. T.; Shen, X.; Sirviente, A. I.; Solomon, M. J. 5 2004 Some comments on the small scale structure of turbulence at high Reynolds number. Zbl 1184.76584 Warhaft, Z.; Shen, X. 5 2001 Conditions for anomaly-free \(W\) and super-\(W\) algebras. Zbl 1176.81060 Pope, C. N.; Romans, L. J.; Shen, X. 5 1991 Estimation of generalization error: random and fixed inputs. Zbl 1096.62069 Wang, Junhui; Shen, Xiaotong 5 2006 Handbook of big data analytics. Zbl 1395.62001 5 2018 Multi-category support vector machines, feature selection and solution path. Zbl 1096.62070 Wang, Lifeng; Shen, Xiaotong 4 2006 \(W\)-topological matter and gravity. Zbl 1332.81080 Pope, C. N.; Romans, L. J.; Sezgin, E.; Shen, X. 4 1991 On large margin hierarchical classification with multiple paths. Zbl 1388.62193 Wang, Junhui; Shen, Xiaotong; Pan, Wei 4 2009 High-dimensional data analysis. Zbl 1277.62032 4 2011 Adaptive regularization using the entire solution surface. Zbl 1170.62036 Wu, S.; Shen, X.; Geyer, C. J. 3 2009 Editorial: On the interface of statistics and machine learning. Zbl 1245.00027 3 2009 Efficient nonconvex sparse group feature selection via continuous and discrete optimization. Zbl 1343.68210 Xiang, Shuo; Shen, Xiaotong; Ye, Jieping 3 2015 Random sieve likelihood and general regression models. Zbl 0994.62032 Shen, Xiaotong; Shi, Jian; Wong, Wing Hung 3 1999 On high-dimensional constrained maximum likelihood inference. Zbl 1437.62102 Zhu, Yunzhang; Shen, Xiaotong; Pan, Wei 3 2020 Likelihood ratio tests for a large directed acyclic graph. Zbl 1441.62249 Li, Chunlin; Shen, Xiaotong; Pan, Wei 3 2020 On Bahadur efficiency and maximum likelihood estimation in general parameter spaces. Zbl 0980.62014 Shen, Xiaotong 2 2001 Anomalies and curvature of \(W\) manifolds. Zbl 0734.53053 Pope, C. N.; Romans, L. J.; Sezgin, E.; Shen, X. 2 1991 Generalized degrees of freedom and adaptive model selection in linear mixed-effects models. Zbl 1239.62083 Zhang, Bo; Shen, Xiaotong; Mumford, Sunni L. 2 2012 A new semiparametric approach to finite mixture of regressions using penalized regression via fusion. Zbl 1439.62168 Austin, Erin; Pan, Wei; Shen, Xiaotong 2 2020 Large margin hierarchical classification with mutually exclusive class membership. Zbl 1280.68212 Wang, Huixin; Shen, Xiaotong; Pan, Wei 2 2011 Prediction and discovery. AMS-IMS-SIAM joint summer research conference on machine and statistical learning: prediction and discovery, Snowbird, UT, USA, June 25–29, 2006. Zbl 1123.62002 1 2007 A novel and efficient algorithm for de novo discovery of mutated driver pathways in cancer. Zbl 1379.62076 Liu, Binghui; Wu, Chong; Shen, Xiaotong; Pan, Wei 1 2017 Simultaneous pursuit of sparseness and rank structures for matrix decomposition. Zbl 1360.62368 Yan, Qi; Ye, Jieping; Shen, Xiaotong 1 2015 Penalized regression and risk prediction in genome-wide association studies. Zbl 07260371 Austin, Erin; Pan, Wei; Shen, Xiaotong 1 2013 Large multiple graphical model inference via bootstrap. Zbl 1439.62150 Zhang, Yongli; Shen, Xiaotong; Wang, Shaoli 1 2020 On high-dimensional constrained maximum likelihood inference. Zbl 1437.62102 Zhu, Yunzhang; Shen, Xiaotong; Pan, Wei 3 2020 Likelihood ratio tests for a large directed acyclic graph. Zbl 1441.62249 Li, Chunlin; Shen, Xiaotong; Pan, Wei 3 2020 A new semiparametric approach to finite mixture of regressions using penalized regression via fusion. Zbl 1439.62168 Austin, Erin; Pan, Wei; Shen, Xiaotong 2 2020 Large multiple graphical model inference via bootstrap. Zbl 1439.62150 Zhang, Yongli; Shen, Xiaotong; Wang, Shaoli 1 2020 Smooth neighborhood recommender systems. Zbl 1483.68292 Dai, Ben; Wang, Junhui; Shen, Xiaotong; Qu, Annie 7 2019 Constrained likelihood for reconstructing a directed acyclic Gaussian graph. Zbl 1506.62298 Yuan, Yiping; Shen, Xiaotong; Pan, Wei; Wang, Zizhuo 7 2019 Multilayer tensor factorization with applications to recommender systems. Zbl 1454.62511 Bi, Xuan; Qu, Annie; Shen, Xiaotong 18 2018 Handbook of big data analytics. Zbl 1395.62001 5 2018 A novel and efficient algorithm for de novo discovery of mutated driver pathways in cancer. Zbl 1379.62076 Liu, Binghui; Wu, Chong; Shen, Xiaotong; Pan, Wei 1 2017 A new algorithm and theory for penalized regression-based clustering. Zbl 1392.68371 Wu, Chong; Kwon, Sunghoon; Shen, Xiaotong; Pan, Wei 11 2016 Estimation of multiple networks in Gaussian mixture models. Zbl 1335.62098 Gao, Chen; Zhu, Yunzhang; Shen, Xiaotong; Pan, Wei 9 2016 Fused multiple graphical lasso. Zbl 1320.90055 Yang, Sen; Lu, Zhaosong; Shen, Xiaotong; Wonka, Peter; Ye, Jieping 10 2015 Efficient nonconvex sparse group feature selection via continuous and discrete optimization. Zbl 1343.68210 Xiang, Shuo; Shen, Xiaotong; Ye, Jieping 3 2015 Simultaneous pursuit of sparseness and rank structures for matrix decomposition. Zbl 1360.62368 Yan, Qi; Ye, Jieping; Shen, Xiaotong 1 2015 Structural pursuit over multiple undirected graphs. Zbl 1368.62181 Zhu, Yunzhang; Shen, Xiaotong; Pan, Wei 21 2014 On constrained and regularized high-dimensional regression. Zbl 1329.62307 Shen, Xiaotong; Pan, Wei; Zhu, Yunzhang; Zhou, Hui 26 2013 Cluster analysis: unsupervised learning via supervised learning with a non-convex penalty. Zbl 1317.68179 Pan, Wei; Shen, Xiaotong; Liu, Binghui 21 2013 Simultaneous grouping pursuit and feature selection over an undirected graph. Zbl 06195973 Zhu, Yunzhang; Shen, Xiaotong; Pan, Wei 17 2013 Network-based penalized regression with application to genomic data. Zbl 1429.62294 Kim, Sunkyung; Pan, Wei; Shen, Xiaotong 8 2013 Penalized regression and risk prediction in genome-wide association studies. Zbl 07260371 Austin, Erin; Pan, Wei; Shen, Xiaotong 1 2013 Likelihood-based selection and sharp parameter estimation. Zbl 1261.62020 Shen, Xiaotong; Pan, Wei; Zhu, Yunzhang 78 2012 Simultaneous supervised clustering and feature selection over a graph. Zbl 1452.62467 Shen, Xiaotong; Huang, Hsin-Cheng; Pan, Wei 11 2012 Generalized degrees of freedom and adaptive model selection in linear mixed-effects models. Zbl 1239.62083 Zhang, Bo; Shen, Xiaotong; Mumford, Sunni L. 2 2012 High-dimensional data analysis. Zbl 1277.62032 4 2011 Large margin hierarchical classification with mutually exclusive class membership. Zbl 1280.68212 Wang, Huixin; Shen, Xiaotong; Pan, Wei 2 2011 Grouping pursuit through a regularization solution surface. Zbl 1392.62192 Shen, Xiaotong; Huang, Hsin-Cheng 33 2010 Incorporating predictor network in penalized regression with application to microarray data. Zbl 1192.62235 Pan, Wei; Xie, Benhuai; Shen, Xiaotong 29 2010 Model selection procedure for high-dimensional data. Zbl 07260255 Zhang, Yongli; Shen, Xiaotong 6 2010 Penalized model-based clustering with unconstrained covariance matrices. Zbl 1326.62143 Zhou, Hui; Pan, Wei; Shen, Xiaotong 19 2009 On efficient large margin semisupervised learning: method and theory. Zbl 1235.68203 Wang, Junhui; Shen, Xiaotong; Pan, Wei 12 2009 On large margin hierarchical classification with multiple paths. Zbl 1388.62193 Wang, Junhui; Shen, Xiaotong; Pan, Wei 4 2009 Adaptive regularization using the entire solution surface. Zbl 1170.62036 Wu, S.; Shen, X.; Geyer, C. J. 3 2009 Editorial: On the interface of statistics and machine learning. Zbl 1245.00027 3 2009 Variable selection in penalized model-based clustering via regularization on grouped parameters. Zbl 1146.62101 Xie, Benhuai; Pan, Wei; Shen, Xiaotong 20 2008 Probability estimation for large-margin classifiers. Zbl 1437.62648 Wang, Junhui; Shen, Xiaotong; Liu, Yufeng 19 2008 Penalized model-based clustering. Zbl 1135.62055 Xie, Benhuai; Pan, Wei; Shen, Xiaotong 12 2008 Penalized model-based clustering with application to variable selection. Zbl 1222.68279 Pan, Wei; Shen, Xiaotong 70 2007 On \(L_1\)-norm multiclass support vector machines: methodology and theory. Zbl 1172.62317 Wang, Lifeng; Shen, Xiaotong 30 2007 Large margin semi-supervised learning. Zbl 1222.68329 Wang, Junhui; Shen, Xiaotong 16 2007 On transductive support vector machines. Zbl 1147.68657 Wang, Junhui; Shen, Xiaotong; Pan, Wei 11 2007 Generalization error for multi-class margin classification. Zbl 1320.62152 Shen, Xiaotong; Wang, Lifeng 8 2007 Prediction and discovery. AMS-IMS-SIAM joint summer research conference on machine and statistical learning: prediction and discovery, Snowbird, UT, USA, June 25–29, 2006. Zbl 1123.62002 1 2007 Multicategory \(\psi\)-Learning. Zbl 1119.62341 Lu, Yufeng; Shen, Xiaotong 55 2006 Optimal model assessment, selection, and combination. Zbl 1119.62306 Shen, Xiaotong; Huang, Hsin-Cheng 22 2006 Estimation of generalization error: random and fixed inputs. Zbl 1096.62069 Wang, Junhui; Shen, Xiaotong 5 2006 Multi-category support vector machines, feature selection and solution path. Zbl 1096.62070 Wang, Lifeng; Shen, Xiaotong 4 2006 Sieve likelihood ratio inference on general parameter space. Zbl 1122.62017 Shen, Xiaotong; Shi, Jian 10 2005 Inference after model selection. Zbl 1117.62423 Shen, Xiaotong; Huang, Hsin-Cheng; Ye, Jimmy 10 2004 Effect of macromolecular polymer structures on drag reduction in a turbulent channel flow. Zbl 1187.76271 Kim, K.; Islam, M. T.; Shen, X.; Sirviente, A. I.; Solomon, M. J. 5 2004 On \(\psi\)-learning. Zbl 1052.62095 Shen, Xiaotong; Tseng, George C.; Zhang, Xuegong; Wong, Wing Hung 65 2003 Adaptive model selection. Zbl 1073.62509 Shen, Xiaotong; Ye, Jianming 54 2002 Asymptotic normality of semiparametric and nonparametric posterior distributions. Zbl 1073.62517 Shen, Xiaotong 32 2002 Longitudinal and transverse structure functions in sheared and unsheared wind-tunnel turbulence. Zbl 1184.76501 Shen, X.; Warhaft, Z. 22 2002 Nonparametric hypothesis testing for a spatial signal. Zbl 1041.62038 Shen, Xiaotong; Huang, Hsin-Cheng; Cressie, Noel 17 2002 On the higher order mixed structure functions in laboratory shear flow. Zbl 1185.76390 Warhaft, Z.; Shen, X. 14 2002 Rates of convergence of posterior distributions. Zbl 1041.62022 Shen, Xiaotong; Wasserman, Larry 116 2001 Spatially adaptive regression splines and accurate knot selection schemes. Zbl 1014.62049 Zhou, Shanggang; Shen, Xiaotong 36 2001 Some comments on the small scale structure of turbulence at high Reynolds number. Zbl 1184.76584 Warhaft, Z.; Shen, X. 5 2001 On Bahadur efficiency and maximum likelihood estimation in general parameter spaces. Zbl 0980.62014 Shen, Xiaotong 2 2001 The anisotropy of the small scale structure in high Reynolds number (R\(\lambda \sim 1000\)) turbulent shear flow. Zbl 1184.76500 Shen, X.; Warhaft, Z. 63 2000 Linear regression with current status data. Zbl 0996.62093 Shen, Xiaotong 12 2000 Random sieve likelihood and general regression models. Zbl 0994.62032 Shen, Xiaotong; Shi, Jian; Wong, Wing Hung 3 1999 Local asymptotics for regression splines and confidence regions. Zbl 0929.62052 Zhou, S.; Shen, X.; Wolfe, D. A. 126 1998 Sieve extremum estimates for weakly dependent data. Zbl 1055.62544 Chen, Xiaohong; Shen, Xiaotong 85 1998 Proportional odds regression and sieve maximum likelihood estimation. Zbl 0905.62076 Shen, Xiaotong 34 1998 On the method of penalization. Zbl 0907.62046 Shen, Xiaotong 8 1998 On methods of sieves and penalization. Zbl 0895.62041 Shen, Xiaotong 106 1997 Probability inequalities for likelihood ratios and convergence rates of sieve MLEs. Zbl 0829.62002 Wong, Wing Hung; Shen, Xiaotong 93 1995 Convergence rate of sieve estimates. Zbl 0805.62008 Shen, Xiaotong; Wong, Wing Hung 147 1994 \(W\) infinity and string theory. Zbl 0972.81555 Shen, X. 18 1992 Conditions for anomaly-free \(W\) and super-\(W\) algebras. Zbl 1176.81060 Pope, C. N.; Romans, L. J.; Shen, X. 5 1991 \(W\)-topological matter and gravity. Zbl 1332.81080 Pope, C. N.; Romans, L. J.; Sezgin, E.; Shen, X. 4 1991 Anomalies and curvature of \(W\) manifolds. Zbl 0734.53053 Pope, C. N.; Romans, L. J.; Sezgin, E.; Shen, X. 2 1991 \(W_\infty\) gravity and super-\(W_\infty\) gravity. Zbl 1020.81812 Bergshoeff, E.; Pope, C. N.; Romans, L. J.; Sezgin, E.; Shen, X. 15 1990 \(w_\infty\) gravity. Zbl 1332.81202 Bergshoeff, E.; Pope, C. N.; Romans, L. J.; Sezgin, E.; Shen, X.; Stelle, K. S. 6 1990 all cited Publications top 5 cited Publications all top 5 Cited by 1,880 Authors 30 Shen, Xiaotong 25 Sun, Jianguo 22 Liu, Yufeng 18 Hu, Tao 16 Le Thi, Hoai An 16 Pan, Wei 15 Chen, Xiaohong 14 Wang, Junhui 13 Ghosal, Subhashis 13 Qu, Annie 12 Pham Dinh Tao 11 Kim, Yongdai 11 Li, Lexin 11 Lian, Heng 11 Van der Vaart, Adrianus Willem 11 Wu, Yichao 10 Ma, Shujie 9 Rousseau, Judith 9 Wang, Peijie 9 Zhu, Ji 8 Castillo, Ismaël 8 Cheng, Guang 8 Kosorok, Michael R. 8 Ma, Shuangge 8 Scricciolo, Catia 8 Sun, Will Wei 8 Walker, Stephen Grahm 8 Xue, Hongqi 8 Yoshida, Takuma 7 Choi, Hosik 7 Cui, Hengjian 7 Dai, Ben 7 Hu, Yingyao 7 Huang, Jian 7 Lu, Minggen 7 Lu, Xuewen 7 Wasserman, Larry Alan 7 Zhu, Yunzhang 6 Choi, Taeryon 6 Le, Hoai Minh 6 Liao, Zhipeng 6 Linton, Oliver Bruce 6 Lou, Yifei 6 Martin, Ryan 6 Tang, Xiwei 6 Wang, Lianming 6 Yang, Lijian 6 Yang, Yuhong 6 Yuan, Ming 6 Zeng, Donglin 6 Zhang, Hao Helen 6 Zhao, Shishun 6 Zhu, Zhongyi 5 Ai, Chunrong 5 Binder, Harald 5 Carroll, Raymond James 5 Dong, Chaohua 5 Fan, Jianqing 5 Huang, Jianhua Z. 5 Jiang, Wenxin 5 Kleijn, Bas J. K. 5 Liang, Hua 5 Mammen, Enno 5 Nguyen, XuanLong 5 Qiao, Xingye 5 van Zanten, Harry 5 Zhao, Junlong 4 Coppejans, Mark 4 Dunson, David Brian 4 Fan, Yiwei 4 Fang, Yixin 4 Gao, Chao 4 Guan, Zhong 4 He, Xuming 4 Huang, Hsin-Cheng 4 Huang, Lei 4 Jiang, Hui 4 Kwon, Sunghoon 4 Lee, Jaeyong 4 Li, Gang 4 Li, Huiqiong 4 Lin, Huazhen 4 Lin, Yi 4 Luo, Xiangyu 4 Medeiros, Marcelo C. 4 Meyer, Mary C. 4 Narisetty, Naveen Naidu 4 Nguyen, Manh Cuong 4 Nickl, Richard 4 Park, Changyi 4 Park, Cheolwoo 4 Radchenko, Peter 4 Shang, Zuofeng 4 Song, Qiongxia 4 Tong, Xingwei 4 Van de Geer, Sara Anna 4 van der Meulen, Frank Henri 4 Wang, Mingqiu 4 Wang, Qihua 4 Wu, Hulin ...and 1,780 more Authors all top 5 Cited in 151 Serials 120 The Annals of Statistics 75 Journal of Econometrics 72 Electronic Journal of Statistics 63 Computational Statistics and Data Analysis 61 Journal of the American Statistical Association 44 Journal of Multivariate Analysis 41 Biometrics 40 Journal of Statistical Planning and Inference 36 Journal of Nonparametric Statistics 25 Annals of the Institute of Statistical Mathematics 24 Journal of Machine Learning Research (JMLR) 22 Communications in Statistics. Theory and Methods 19 Journal of Statistical Computation and Simulation 19 The Annals of Applied Statistics 17 Bernoulli 16 Statistics and Computing 15 Statistica Sinica 15 Econometric Theory 15 Journal of Computational and Graphical Statistics 13 Statistics & Probability Letters 12 Scandinavian Journal of Statistics 12 Test 12 Lifetime Data Analysis 11 Communications in Statistics. Simulation and Computation 11 Journal of Applied Statistics 10 Econometric Reviews 10 European Journal of Operational Research 10 Journal of the Korean Statistical Society 9 The Canadian Journal of Statistics 9 Biometrical Journal 9 Neural Networks 9 Computational Statistics 9 Pattern Recognition 9 Advances in Data Analysis and Classification. ADAC 8 Statistical Science 8 Neural Computation 8 Journal of the Royal Statistical Society. Series B. Statistical Methodology 8 Statistical Analysis and Data Mining 6 Machine Learning 6 Science China. Mathematics 6 Bayesian Analysis 5 Probability Theory and Related Fields 5 Science in China. Series A 5 Computational Optimization and Applications 5 Statistical Papers 5 Australian & New Zealand Journal of Statistics 5 Statistics Surveys 5 Sankhyā. Series A 4 Operations Research 4 Acta Mathematicae Applicatae Sinica. English Series 4 Statistics 4 Computers & Operations Research 4 Annals of Operations Research 4 Mathematical Programming. Series A. Series B 4 SIAM Journal on Optimization 4 Statistical Methods and Applications 4 Journal of Statistical Theory and Practice 4 SIAM Journal on Mathematics of Data Science 3 Metrika 3 Information Sciences 3 Journal of Scientific Computing 3 Soft Computing 3 Data Mining and Knowledge Discovery 3 Journal of Statistical Mechanics: Theory and Experiment 3 Statistical Methodology 3 Optimization Letters 3 Journal of Agricultural, Biological, and Environmental Statistics 3 Communications in Mathematics and Statistics 2 Artificial Intelligence 2 Psychometrika 2 International Statistical Review 2 Statistica Neerlandica 2 Journal of Classification 2 Linear Algebra and its Applications 2 Stochastic Processes and their Applications 2 INFORMS Journal on Computing 2 Mathematical Problems in Engineering 2 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 2 Abstract and Applied Analysis 2 Statistical Inference for Stochastic Processes 2 Acta Mathematica Sinica. English Series 2 Optimization and Engineering 2 Biostatistics 2 Brazilian Journal of Probability and Statistics 2 Communications on Pure and Applied Analysis 2 Mathematical Biosciences and Engineering 2 AStA. Advances in Statistical Analysis 2 SIAM Journal on Imaging Sciences 2 Journal of Business and Economic Statistics 2 SIAM/ASA Journal on Uncertainty Quantification 1 The American Statistician 1 Computers and Fluids 1 International Journal of Control 1 Inverse Problems 1 Applied Mathematics and Computation 1 Hiroshima Mathematical Journal 1 Journal of Applied Probability 1 Journal of Mathematical Psychology 1 Mathematics of Operations Research 1 Proceedings of the American Mathematical Society ...and 51 more Serials all top 5 Cited in 28 Fields 1,074 Statistics (62-XX) 161 Numerical analysis (65-XX) 148 Computer science (68-XX) 91 Operations research, mathematical programming (90-XX) 61 Probability theory and stochastic processes (60-XX) 43 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 31 Biology and other natural sciences (92-XX) 16 Information and communication theory, circuits (94-XX) 15 Functional analysis (46-XX) 9 Combinatorics (05-XX) 8 Linear and multilinear algebra; matrix theory (15-XX) 8 Harmonic analysis on Euclidean spaces (42-XX) 5 Approximations and expansions (41-XX) 5 Systems theory; control (93-XX) 4 Geophysics (86-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 3 Statistical mechanics, structure of matter (82-XX) 2 History and biography (01-XX) 2 Number theory (11-XX) 2 Partial differential equations (35-XX) 2 Operator theory (47-XX) 1 Algebraic geometry (14-XX) 1 Measure and integration (28-XX) 1 Ordinary differential equations (34-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Convex and discrete geometry (52-XX) 1 Fluid mechanics (76-XX) 1 Quantum theory (81-XX) Citations by Year