Edit Profile (opens in new tab) Kong, Linglong Co-Author Distance Author ID: kong.linglong Published as: Kong, Linglong External Links: MGP Documents Indexed: 26 Publications since 2010, including 2 Additional arXiv Preprints 1 Contribution as Editor Co-Authors: 50 Co-Authors with 25 Joint Publications 1,509 Co-Co-Authors all top 5 Co-Authors 0 single-authored 6 Jiang, Bei 5 Zhu, Hongtu 4 Tu, Wei 4 Wang, Yafei 4 Zhou, Xingcai 3 Karunamuni, Rohana J. 3 Mizera, Ivan 2 2 Jui, Shangling 2 Kashlak, Adam B. 2 Liu, Peng 2 Nathoo, Farouk S. 2 Pan, Bo 2 Pietrosanu, Matthew 2 Tang, Qingguo 2 Zhang, Li 1 Agarwal, Gaurav Kumar 1 Butcher, Ken 1 Chan, Timothy A. 1 Fan, Jianqing 1 Gao, Chao 1 Gao, Jueyu 1 Han, Peisong 1 He, Qianchuan 1 Heo, Giseon 1 Holland, Eric 1 Kong, Dehan 1 Lai, Tingyu 1 Li, Runze 1 Liu, Meichen 1 Lu, Wei 1 McCourt, Rebecca 1 Niu, Di 1 Qingguo, Tang 1 Ruppert, David 1 Sang, Peijun 1 Sun, Ke 1 Sun, Ying 1 Wang, Sijian 1 Wang, Xiao 1 Wang, Yanhua 1 Xie, Haihan 1 Yi, Grace Yun 1 Yu, Dengdeng 1 Yu, Shimei 1 Zhang, Zhengwu 1 Zhang, Zhongzhan 1 Zhao, Jiwei 1 Zhao, Yingnan 1 Zheng, Lili 1 Zuo, Yijun all top 5 Serials 4 Computational Statistics and Data Analysis 3 The Canadian Journal of Statistics 3 Journal of the American Statistical Association 3 Journal of Multivariate Analysis 3 Statistica Sinica 2 The Annals of Statistics 1 Linear and Multilinear Algebra 1 Statistics 1 Computational Statistics 1 Journal of Statistical Computation and Simulation 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Applied Stochastic Models in Business and Industry 1 Journal of Computational and Graphical Statistics all top 5 Fields 24 Statistics (62-XX) 3 Biology and other natural sciences (92-XX) 1 General and overarching topics; collections (00-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Nonassociative rings and algebras (17-XX) 1 Operations research, mathematical programming (90-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 19 Publications have been cited 204 times in 186 Documents Cited by ▼ Year ▼ Quantile tomography: using quantiles with multivariate data. Zbl 1359.62175 Kong, Linglong; Mizera, Ivan 50 2012 Multivariate varying coefficient model for functional responses. Zbl 1373.62169 Zhu, Hongtu; Li, Runze; Kong, Linglong 46 2012 Spatially varying coefficient model for neuroimaging data with jump discontinuities. Zbl 1368.62297 Zhu, Hongtu; Fan, Jianqing; Kong, Linglong 24 2014 Smooth depth contours characterize the underlying distribution. Zbl 1201.62064 Kong, Linglong; Zuo, Yijun 22 2010 A general framework for quantile estimation with incomplete data. Zbl 1420.62173 Han, Peisong; Kong, Linglong; Zhao, Jiwei; Zhou, Xingcai 14 2019 Sparse wavelet estimation in quantile regression with multiple functional predictors. Zbl 1507.62196 Yu, Dengdeng; Zhang, Li; Mizera, Ivan; Jiang, Bei; Kong, Linglong 11 2019 Regularized quantile regression under heterogeneous sparsity with application to quantitative genetic traits. Zbl 1468.62076 He, Qianchuan; Kong, Linglong; Wang, Yanhua; Wang, Sijian; Chan, Timothy A.; Holland, Eric 8 2016 Advanced algorithms for penalized quantile and composite quantile regression. Zbl 1505.62320 Pietrosanu, Matthew; Gao, Jueyu; Kong, Linglong; Jiang, Bei; Niu, Di 8 2021 A review of statistical methods in imaging genetics. Zbl 1466.62415 Nathoo, Farouk S.; Kong, Linglong; Zhu, Hongtu 5 2019 Model-robust designs for quantile regression. Zbl 1373.62416 Kong, Linglong; Wiens, Douglas P. 3 2015 Quantile regression in functional linear semiparametric model. Zbl 1387.62054 Qingguo, Tang; Kong, Linglong 2 2017 Wavelet-based LASSO in functional linear quantile regression. Zbl 07193772 Wang, Yafei; Kong, Linglong; Jiang, Bei; Zhou, Xingcai; Yu, Shimei; Zhang, Li; Heo, Giseon 2 2019 Flexible quantile contour estimation for multivariate functional data: beyond convexity. Zbl 07476372 Agarwal, Gaurav; Tu, Wei; Sun, Ying; Kong, Linglong 2 2022 High-dimensional spatial quantile function-on-scalar regression. Zbl 1506.62288 Zhang, Zhengwu; Wang, Xiao; Kong, Linglong; Zhu, Hongtu 2 2022 Discussion. Zbl 1373.62228 Kong, Linglong; Mizera, Ivan 1 2010 Testing independence of functional variables by angle covariance. Zbl 1465.62082 Lai, Tingyu; Zhang, Zhongzhan; Wang, Yafei; Kong, Linglong 1 2021 Partial functional partially linear single-index models. Zbl 1464.62536 Tang, Qingguo; Kong, Linglong; Ruppert, David; Karunamuni, Rohana J. 1 2021 Reproducing kernel-based functional linear expectile regression. Zbl 1492.62080 Liu, Meichen; Pietrosanu, Matthew; Liu, Peng; Jiang, Bei; Zhou, Xingcai; Kong, Linglong 1 2022 Estimation for partial functional partially linear additive model. Zbl 07602499 Tang, Qingguo; Tu, Wei; Kong, Linglong 1 2023 Estimation for partial functional partially linear additive model. Zbl 07602499 Tang, Qingguo; Tu, Wei; Kong, Linglong 1 2023 Flexible quantile contour estimation for multivariate functional data: beyond convexity. Zbl 07476372 Agarwal, Gaurav; Tu, Wei; Sun, Ying; Kong, Linglong 2 2022 High-dimensional spatial quantile function-on-scalar regression. Zbl 1506.62288 Zhang, Zhengwu; Wang, Xiao; Kong, Linglong; Zhu, Hongtu 2 2022 Reproducing kernel-based functional linear expectile regression. Zbl 1492.62080 Liu, Meichen; Pietrosanu, Matthew; Liu, Peng; Jiang, Bei; Zhou, Xingcai; Kong, Linglong 1 2022 Advanced algorithms for penalized quantile and composite quantile regression. Zbl 1505.62320 Pietrosanu, Matthew; Gao, Jueyu; Kong, Linglong; Jiang, Bei; Niu, Di 8 2021 Testing independence of functional variables by angle covariance. Zbl 1465.62082 Lai, Tingyu; Zhang, Zhongzhan; Wang, Yafei; Kong, Linglong 1 2021 Partial functional partially linear single-index models. Zbl 1464.62536 Tang, Qingguo; Kong, Linglong; Ruppert, David; Karunamuni, Rohana J. 1 2021 A general framework for quantile estimation with incomplete data. Zbl 1420.62173 Han, Peisong; Kong, Linglong; Zhao, Jiwei; Zhou, Xingcai 14 2019 Sparse wavelet estimation in quantile regression with multiple functional predictors. Zbl 1507.62196 Yu, Dengdeng; Zhang, Li; Mizera, Ivan; Jiang, Bei; Kong, Linglong 11 2019 A review of statistical methods in imaging genetics. Zbl 1466.62415 Nathoo, Farouk S.; Kong, Linglong; Zhu, Hongtu 5 2019 Wavelet-based LASSO in functional linear quantile regression. Zbl 07193772 Wang, Yafei; Kong, Linglong; Jiang, Bei; Zhou, Xingcai; Yu, Shimei; Zhang, Li; Heo, Giseon 2 2019 Quantile regression in functional linear semiparametric model. Zbl 1387.62054 Qingguo, Tang; Kong, Linglong 2 2017 Regularized quantile regression under heterogeneous sparsity with application to quantitative genetic traits. Zbl 1468.62076 He, Qianchuan; Kong, Linglong; Wang, Yanhua; Wang, Sijian; Chan, Timothy A.; Holland, Eric 8 2016 Model-robust designs for quantile regression. Zbl 1373.62416 Kong, Linglong; Wiens, Douglas P. 3 2015 Spatially varying coefficient model for neuroimaging data with jump discontinuities. Zbl 1368.62297 Zhu, Hongtu; Fan, Jianqing; Kong, Linglong 24 2014 Quantile tomography: using quantiles with multivariate data. Zbl 1359.62175 Kong, Linglong; Mizera, Ivan 50 2012 Multivariate varying coefficient model for functional responses. Zbl 1373.62169 Zhu, Hongtu; Li, Runze; Kong, Linglong 46 2012 Smooth depth contours characterize the underlying distribution. Zbl 1201.62064 Kong, Linglong; Zuo, Yijun 22 2010 Discussion. Zbl 1373.62228 Kong, Linglong; Mizera, Ivan 1 2010 all cited Publications top 5 cited Publications all top 5 Cited by 387 Authors 11 Šiman, Miroslav 10 Zhu, Hongtu 9 Kong, Linglong 8 Liu, Xiaohui 7 Paindaveine, Davy 6 Nagy, Stanislav 5 Yang, Lijian 4 Gu, Lijie 4 Hlubinka, Daniel 4 Kong, Dehan 4 Lian, Heng 4 Petrella, Lea 4 Pu, Xiaolong 4 Wang, Li 4 Yan, Xingyu 4 Zuo, Yijun 3 Cao, Jiguo 3 Feng, Sanying 3 Hallin, Marc 3 Härdle, Wolfgang Karl 3 Li, Yehua 3 Wang, Qihua 3 Zhang, Jinting 3 Zhao, Yanyong 3 Zhou, Yan 3 Zhou, Yingchun 3 Zhu, Zhongyi 2 Brunel, Victor-Emmanuel 2 Cai, Xiong 2 Cao, GuanQun 2 Chen, Jianwei 2 Chen, Sixia 2 Fraiman, Ricardo 2 Gijbels, Irène 2 Gilmore, John H. 2 Guhaniyogi, Rajarshi 2 Han, Peisong 2 Haziza, David 2 Jiang, Bei 2 Kang, Jian 2 Kashlak, Adam B. 2 Kuelbs, James D. 2 Laketa, Petra N. 2 Laniado, Henry 2 Li, Jialiang 2 Lillo, Rosa Elvira 2 Lin, Jinguan 2 Liu, Rongjie 2 Merlo, Luca 2 Motrenko, Anastasiya P. 2 Mozharovskyi, Pavlo 2 Nathoo, Farouk S. 2 Qin, Guoyou 2 Qiu, Zhiping 2 Rudakov, Konstantin Vladimirovich 2 Serfling, Robert J. 2 Song, Yin 2 Spencer, Daniel 2 Styner, Martin A. 2 Su, Miaomiao 2 Torres, Raúl 2 Wang, Liangliang 2 Wang, Suojin 2 Wu, Changbao 2 Xu, Wangli 2 Xue, Liugen 2 Xun, Xiaolei 2 Zhang, Riquan 2 Zhang, Shixiao 2 Zhang, Zhengwu 2 Zheng, Songfeng 2 Zhou, Xingcai 2 Zhu, Hanbing 2 Zinn, Joel 1 Agarwal, Gaurav Kumar 1 Alin, Aylin 1 Bang, Sungwan 1 Beauchamp, Michael S. 1 Bernardi, Mauro 1 Beyaztas, Ufuk 1 Bindele, Huybrechts F. 1 Boček, Pavel 1 Bondell, Howard D. 1 Bouzebda, Salim 1 Burdejová, Petra 1 Bussas, Matthias 1 Cai, Chao 1 Cai, Zhanrui 1 Cao, Hongyuan 1 Cao, Zhimiao 1 Carlier, Guillaume 1 Chakraborty, Anirvan 1 Chang, Changgee 1 Chang, Chung 1 Chang, Jing 1 Chaudhuri, Probal 1 Chavas, Jean-Paul 1 Chen, Canyi 1 Chen, Feifei 1 Chen, Ying ...and 287 more Authors all top 5 Cited in 62 Serials 20 Computational Statistics and Data Analysis 19 Journal of Multivariate Analysis 13 Journal of the American Statistical Association 10 The Annals of Statistics 8 Communications in Statistics. Simulation and Computation 6 The Canadian Journal of Statistics 6 Biometrics 6 Electronic Journal of Statistics 5 Journal of Statistical Planning and Inference 5 Computational Statistics 5 Communications in Statistics. Theory and Methods 5 Statistica Sinica 4 Test 4 Journal of Nonparametric Statistics 4 Journal of Computational and Graphical Statistics 3 Annals of the Institute of Statistical Mathematics 3 Statistics 3 Journal of Statistical Computation and Simulation 3 Journal of Applied Statistics 3 The Annals of Applied Statistics 2 Biometrical Journal 2 Statistical Papers 2 Acta Mathematica Sinica. English Series 2 Journal of Systems Science and Complexity 2 Journal of Machine Learning Research (JMLR) 2 Science China. Mathematics 2 Statistics and Computing 1 Metrika 1 Psychometrika 1 Scandinavian Journal of Statistics 1 International Statistical Review 1 Journal of Econometrics 1 Statistica Neerlandica 1 Moscow University Computational Mathematics and Cybernetics 1 Advances in Applied Mathematics 1 Acta Mathematicae Applicatae Sinica 1 Insurance Mathematics & Economics 1 Statistics & Probability Letters 1 Probability Theory and Related Fields 1 Sequential Analysis 1 Statistical Science 1 Machine Learning 1 Automation and Remote Control 1 Stochastic Processes and their Applications 1 Cybernetics and Systems Analysis 1 Opuscula Mathematica 1 Electronic Communications in Probability 1 Bernoulli 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Revista Matemática Complutense 1 Data Mining and Knowledge Discovery 1 Brazilian Journal of Probability and Statistics 1 Statistical Applications in Genetics and Molecular Biology 1 Statistical Methods and Applications 1 Journal of the Korean Statistical Society 1 Statistics Surveys 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Bayesian Analysis 1 SIAM/ASA Journal on Uncertainty Quantification 1 Japanese Journal of Statistics and Data Science 1 Statistical Theory and Related Fields 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 17 Fields 182 Statistics (62-XX) 14 Probability theory and stochastic processes (60-XX) 13 Operations research, mathematical programming (90-XX) 10 Numerical analysis (65-XX) 6 Computer science (68-XX) 6 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Biology and other natural sciences (92-XX) 2 Convex and discrete geometry (52-XX) 1 General and overarching topics; collections (00-XX) 1 Real functions (26-XX) 1 Partial differential equations (35-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Functional analysis (46-XX) 1 Operator theory (47-XX) 1 General topology (54-XX) 1 Geophysics (86-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year