Strong oracle optimality of folded concave penalized estimation J Fan, L Xue, H Zou The Annals of Statistics 42 (3), 819–849, 2014 | 348 | 2014 |
Regularized rank-based estimation of high-dimensional nonparanormal graphical models L Xue, H Zou The Annals of Statistics 40 (5), 2541-2571, 2012 | 324 | 2012 |
Positive-definite ℓ1-penalized estimation of large covariance matrices L Xue, S Ma, H Zou Journal of the American Statistical Association 107 (500), 1480-1491, 2012 | 189 | 2012 |
A selective overview of sparse principal component analysis H Zou, L Xue Proceedings of the IEEE 106 (8), 1311-1320, 2018 | 183 | 2018 |
A review of dynamic network models with latent variables B Kim, KH Lee, L Xue, X Niu Statistics Surveys 12, 105–135, 2018 | 155 | 2018 |
Alternating direction methods for latent variable Gaussian graphical model selection S Ma, L Xue, H Zou Neural Computation 25 (8), 2172-2198, 2013 | 133 | 2013 |
An integrin αIIbβ3 intermediate affinity state mediates biomechanical platelet aggregation Y Chen, LA Ju, F Zhou, J Liao, L Xue, QP Su, D Jin, Y Yuan, H Lu, ... Nature Materials 18 (7), 760-769, 2019 | 125 | 2019 |
Nonconcave penalized composite conditional likelihood estimation of sparse Ising models L Xue, H Zou, T Cai The Annals of Statistics 40 (3), 1403-1429, 2012 | 104 | 2012 |
Cooperative unfolding of distinctive mechanoreceptor domains transduces force into signals L Ju, Y Chen, L Xue, X Du, C Zhu eLife 5, e15447, 2016 | 95 | 2016 |
Sufficient forecasting using factor models J Fan, L Xue, J Yao Journal of Econometrics 201 (2), 292-306, 2017 | 91 | 2017 |
Discovery with data: Leveraging statistics with computer science to transform science and society L Rudin, Cynthia and Dunson, D. and Irizarry, R. and Ji, H. and Laber, E ... American Statistical Association 1, 2014 | 45* | 2014 |
Using a hidden Markov model to measure earnings quality K Du, S Huddart, L Xue, Y Zhang Journal of Accounting and Economics 69 (2-3), 101281, 2020 | 44 | 2020 |
An alternating manifold proximal gradient method for sparse principal component analysis and sparse canonical correlation analysis S Chen, S Ma, L Xue, H Zou INFORMS Journal on Optimization 2 (3), 192-208, 2020 | 40* | 2020 |
Multitask quantile regression under the transnormal model J Fan, L Xue, H Zou Journal of the American Statistical Association 111 (516), 1726-1735, 2016 | 38 | 2016 |
A small‐sample kernel association test for correlated data with application to microbiome association studies X Zhan, L Xue, H Zheng, A Plantinga, MC Wu, DJ Schaid, N Zhao, J Chen Genetic Epidemiology 42 (8), 772-782, 2018 | 34 | 2018 |
A statistical investigation of the dependence of tropical cyclone intensity change on the surrounding environment N Lin, R Jing, Y Wang, E Yonekura, J Fan, L Xue Monthly Weather Review 145 (7), 2813-2831, 2017 | 32 | 2017 |
Model-based clustering of time-evolving networks through temporal exponential-family random graph models KH Lee, L Xue, DR Hunter Journal of Multivariate Analysis 175, 104540, 2020 | 31 | 2020 |
Compositional knockoff filter for high-dimensional regression analysis of microbiome data A Srinivasan, L Xue, X Zhan Biometrics 77 (3), 984-995, 2021 | 29 | 2021 |
Sure independence screening and compressed random sensing L Xue, H Zou Biometrika 98 (2), 371-380, 2011 | 29 | 2011 |
Model-based clustering of nonparametric weighted networks with application to water pollution analysis A Agarwal, L Xue Technometrics 62 (2), 161-172, 2020 | 24 | 2020 |