Edit Profile (opens in new tab) Koo, Ja-Yong Co-Author Distance Author ID: koo.ja-yong Published as: Koo, Ja-Yong; Koo, J.-Y.; Koo, J. Y.; Koo, J-Y. more...less Documents Indexed: 60 Publications since 1993 Co-Authors: 53 Co-Authors with 54 Joint Publications 1,094 Co-Co-Authors all top 5 Co-Authors 4 single-authored 14 Kim, Peter T. 11 Park, Changyi 10 Jhong, Jae-Hwan 8 Bak, Kwan-Young 5 Lee, JungJun 4 Kim, Kwang-Rae 3 Jhun, Myoungshic Jhun 3 Kim, Sunghwan 3 Kim, Yuwon 3 Lee, Kee-Won 3 Lee, Sangjun 3 Shin, Jae-Kyung 2 Chung, Han-Yeong 2 Kooperberg, Charles 2 Lee, Jaewon 2 Lee, Yoonkyung 2 Luo, Zhiming 2 Park, Heon Jin 1 Bang, Sungwan 1 Cavalier, Laurent 1 Cho, Kyu-Dong 1 Cho, Young-Rae 1 Choi, Byoung-Jeong 1 Choi, Daiwoo 1 Choi, Hosik 1 Choi, Junsouk 1 Doksum, Kjell A. 1 Elahinia, Mohammad H. 1 Fan, Jianqing 1 Haff, L. R. 1 Han, SungWon 1 Huckemann, Stephan F. 1 Jeong, Hyeong Chul 1 Jhun, M. 1 Jupp, Peter E. 1 Kang, Kee Hoon 1 Kim, Byungwon 1 Kim, Sujong 1 Kim, Woochul 1 Lee, ByungYong 1 Lee, Jin 1 Lee, Seongwhan 1 Lee, Youngjo 1 Munk, Axel 1 Myung, Rangmi 1 Park, Byeong Uk 1 Park, Cheolwoo 1 Park, Hyun Suk 1 Park, Jinho 1 Park, Kwi Wook 1 Pham Ngoc, Thanh Mai 1 Richards, Donald St. P. 1 Sohn, Insuk 1 Wiegert, Paul 1 Woolsey, Craig A. 1 Zhu, Hongtu all top 5 Serials 8 Computational Statistics and Data Analysis 5 Journal of Multivariate Analysis 5 Statistics & Probability Letters 5 Communications in Statistics. Simulation and Computation 5 Journal of Statistical Computation and Simulation 4 The Annals of Statistics 4 Journal of the Korean Statistical Society 3 IEEE Transactions on Information Theory 3 Journal of Nonparametric Statistics 2 Scandinavian Journal of Statistics 2 Journal of Statistical Planning and Inference 2 Computational & Mathematical Methods in Medicine 2 Korean Journal of Applied Statistics 1 The Canadian Journal of Statistics 1 International Journal of Heat and Mass Transfer 1 Inverse Problems 1 Biometrika 1 Journal of the American Statistical Association 1 Communications in Statistics. Theory and Methods 1 The Journal of Fourier Analysis and Applications 1 Journal of Vibration and Control 1 Journal of Applied Statistics 1 Journal of Machine Learning Research (JMLR) all top 5 Fields 56 Statistics (62-XX) 11 Numerical analysis (65-XX) 8 Computer science (68-XX) 4 Abstract harmonic analysis (43-XX) 4 Biology and other natural sciences (92-XX) 4 Information and communication theory, circuits (94-XX) 3 Global analysis, analysis on manifolds (58-XX) 2 Mechanics of particles and systems (70-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Topological groups, Lie groups (22-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Functional analysis (46-XX) 1 Mechanics of deformable solids (74-XX) 1 Fluid mechanics (76-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Astronomy and astrophysics (85-XX) 1 Operations research, mathematical programming (90-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 37 Publications have been cited 331 times in 241 Documents Cited by ▼ Year ▼ Wavelet deconvolution. Zbl 1071.94511Fan, Jianqing; Koo, Ja-Yong 58 2002 Optimal spherical deconvolution. Zbl 0998.62030Kim, Peter T.; Koo, Ja-Yong 23 2002 On spline estimators and prediction intervals in nonparametric regression. Zbl 1142.62340Doksum, K.; Koo, J.-Y. 18 2000 Optimal rates of convergence for nonparametric statistical inverse problems. Zbl 0778.62040Koo, Ja-Yong 16 1993 A Bahadur representation of the linear support vector machine. Zbl 1225.68191Koo, Ja-Yong; Lee, Yoonkyung; Kim, Yuwon; Park, Changyi 14 2008 Poisson intensity estimation for tomographic data using a wavelet shrinkage approach. Zbl 1062.92042Cavalier, Laurent; Koo, Ja-Yong 12 2002 Sharp adaptation for spherical inverse problems with applications to medical imaging. Zbl 1133.62078Koo, Ja-Yong; Kim, Peter T. 12 2008 Structured multicategory support vector machines with analysis of variance decomposition. Zbl 1108.62059Lee, Yoonkyung; Kim, Yuwon; Lee, Sangjun; Koo, Ja-Yong 12 2006 Wavelet density estimation by approximation of log-densities. Zbl 0843.62040Koo, Ja-Yong; Kim, Woo-Chul 12 1996 Möbius deconvolution on the hyperbolic plane with application to impedance density estimation. Zbl 1203.62055Huckemann, Stephan F.; Kim, Peter T.; Koo, Ja-Yong; Munk, Axel 11 2010 Classification of gene functions using support vector machine for time-course gene expression data. Zbl 1452.62839Park, Changyi; Koo, Ja-Yong; Kim, Sujong; Sohn, Insuk; Lee, Jae Won 11 2008 Bivariate B-splines for tensor logspline density estimation. Zbl 0900.62193Koo, Ja-Yong 11 1996 Weyl eigenvalue asymptotics and sharp adaptation on vector bundles. Zbl 1274.94011Kim, Peter T.; Koo, Ja-Yong; Luo, Zhi-Ming 10 2009 Log-density estimation in linear inverse problems. Zbl 0930.62036Koo, Ja-Yong; Chung, Han-Yeong 10 1998 Logspline deconvolution in Besov space. Zbl 0924.65150Koo, Ja-Yong 9 1999 \(B\)-spline deconvolution based on the EM algorithm. Zbl 0903.62031Koo, Ja-Yong; Park, Byeong U. 9 1996 Kernel estimation of discontinuous regression functions. Zbl 0968.62042Kang, Kee-Hoon; Koo, Ja-Yong; Park, Cheol-Woo 8 2000 Oracle properties of SCAD-penalized support vector machine. Zbl 1244.62093Park, Changyi; Kim, Kwang-Rae; Myung, Rangmi; Koo, Ja-Yong 7 2012 Minimax estimation for mixtures of Wishart distributions. Zbl 1246.62137Haff, L. R.; Kim, P. T.; Koo, J.-Y.; Richards, D. St. P. 7 2011 Logspline density estimation for binned data. Zbl 0974.62033Koo, Ja-Yong; Kooperberg, Charles 7 2000 Logspline density estimation under censoring and truncation. Zbl 0924.65151Koo, Ja-Yong; Kooperberg, Charles; Park, Jinho 6 1999 Directional mixture models and optimal estimation of the mixing density. Zbl 0981.62032Kim, Peter T.; Koo, Ja-Yong 6 2000 Sharp minimaxity and spherical deconvolution for super-smooth error distributions. Zbl 1134.62336Kim, Peter T.; Koo, Ja-Yong; Park, Heon Jin 6 2004 Asymptotic minimax bounds for stochastic deconvolution over groups. Zbl 1304.94012Koo, Ja-Yong; Kim, Peter T. 6 2008 Statistical inverse problems on manifolds. Zbl 1096.62031Kim, Peter T.; Koo, Ja-Yong 5 2005 Penalized B-spline estimator for regression functions using total variation penalty. Zbl 1395.62080Jhong, Jae-Hwan; Koo, Ja-Yong; Lee, Seong-Whan 5 2017 Inverse boosting for monotone regression functions. Zbl 1429.62142Kim, Yuwon; Koo, Ja-Yong 4 2005 B-spline estimation of regression functions with errors in variable. Zbl 0933.62032Koo, Ja-Yong; Lee, Kee-Won 3 1998 A note on bootstrap model selection criterion. Zbl 0843.62050Chung, Han-Yeong; Lee, Kee-Won; Koo, Ja-Yong 3 1996 Bivariate B-splines in generalized linear models. Zbl 0832.62065Koo, Ja-Yong; Lee, Youngjo 2 1994 Deconvolution on the Euclidean motion group \(\mathbb{SE}(3)\). Zbl 1214.62041Luo, Z. M.; Kim, P. T.; Kim, T. Y.; Koo, J. Y. 2 2011 Variable selection and joint estimation of mean and covariance models with an application to eQTL data. Zbl 1411.92198Lee, JungJun; Kim, SungHwan; Jhong, Jae-Hwan; Koo, Ja-Yong 1 2018 Support vector machine using \(k\)-spatial medians clustering and recovery process. Zbl 1195.62103Bang, Sungwan; Koo, Ja-Yong; Jhun, Myoungshic 1 2010 The intrinsic distribution and selection bias of long-period cometary orbits. Zbl 1039.85002Jupp, Peter E.; Kim, Peter T.; Koo, Ja-Yong; Wiegert, Paul 1 2003 On the use of adaptive nearest neighbors for missing value imputation. Zbl 1126.62043Jhun, Myoungshic; Jeong, Hyeong Chul; Koo, Ja-Yong 1 2007 Supersmooth testing on the sphere over analytic classes. Zbl 1338.62132Kim, Peter T.; Koo, Ja-Yong; Pham Ngoc, Thanh Mai 1 2016 A classification spline machine for building a credit scorecard. Zbl 1186.62129Koo, Ja-Yong; Park, Changyi; Jhun, Myoungshic 1 2009 Variable selection and joint estimation of mean and covariance models with an application to eQTL data. Zbl 1411.92198Lee, JungJun; Kim, SungHwan; Jhong, Jae-Hwan; Koo, Ja-Yong 1 2018 Penalized B-spline estimator for regression functions using total variation penalty. Zbl 1395.62080Jhong, Jae-Hwan; Koo, Ja-Yong; Lee, Seong-Whan 5 2017 Supersmooth testing on the sphere over analytic classes. Zbl 1338.62132Kim, Peter T.; Koo, Ja-Yong; Pham Ngoc, Thanh Mai 1 2016 Oracle properties of SCAD-penalized support vector machine. Zbl 1244.62093Park, Changyi; Kim, Kwang-Rae; Myung, Rangmi; Koo, Ja-Yong 7 2012 Minimax estimation for mixtures of Wishart distributions. Zbl 1246.62137Haff, L. R.; Kim, P. T.; Koo, J.-Y.; Richards, D. St. P. 7 2011 Deconvolution on the Euclidean motion group \(\mathbb{SE}(3)\). Zbl 1214.62041Luo, Z. M.; Kim, P. T.; Kim, T. Y.; Koo, J. Y. 2 2011 Möbius deconvolution on the hyperbolic plane with application to impedance density estimation. Zbl 1203.62055Huckemann, Stephan F.; Kim, Peter T.; Koo, Ja-Yong; Munk, Axel 11 2010 Support vector machine using \(k\)-spatial medians clustering and recovery process. Zbl 1195.62103Bang, Sungwan; Koo, Ja-Yong; Jhun, Myoungshic 1 2010 Weyl eigenvalue asymptotics and sharp adaptation on vector bundles. Zbl 1274.94011Kim, Peter T.; Koo, Ja-Yong; Luo, Zhi-Ming 10 2009 A classification spline machine for building a credit scorecard. Zbl 1186.62129Koo, Ja-Yong; Park, Changyi; Jhun, Myoungshic 1 2009 A Bahadur representation of the linear support vector machine. Zbl 1225.68191Koo, Ja-Yong; Lee, Yoonkyung; Kim, Yuwon; Park, Changyi 14 2008 Sharp adaptation for spherical inverse problems with applications to medical imaging. Zbl 1133.62078Koo, Ja-Yong; Kim, Peter T. 12 2008 Classification of gene functions using support vector machine for time-course gene expression data. Zbl 1452.62839Park, Changyi; Koo, Ja-Yong; Kim, Sujong; Sohn, Insuk; Lee, Jae Won 11 2008 Asymptotic minimax bounds for stochastic deconvolution over groups. Zbl 1304.94012Koo, Ja-Yong; Kim, Peter T. 6 2008 On the use of adaptive nearest neighbors for missing value imputation. Zbl 1126.62043Jhun, Myoungshic; Jeong, Hyeong Chul; Koo, Ja-Yong 1 2007 Structured multicategory support vector machines with analysis of variance decomposition. Zbl 1108.62059Lee, Yoonkyung; Kim, Yuwon; Lee, Sangjun; Koo, Ja-Yong 12 2006 Statistical inverse problems on manifolds. Zbl 1096.62031Kim, Peter T.; Koo, Ja-Yong 5 2005 Inverse boosting for monotone regression functions. Zbl 1429.62142Kim, Yuwon; Koo, Ja-Yong 4 2005 Sharp minimaxity and spherical deconvolution for super-smooth error distributions. Zbl 1134.62336Kim, Peter T.; Koo, Ja-Yong; Park, Heon Jin 6 2004 The intrinsic distribution and selection bias of long-period cometary orbits. Zbl 1039.85002Jupp, Peter E.; Kim, Peter T.; Koo, Ja-Yong; Wiegert, Paul 1 2003 Wavelet deconvolution. Zbl 1071.94511Fan, Jianqing; Koo, Ja-Yong 58 2002 Optimal spherical deconvolution. Zbl 0998.62030Kim, Peter T.; Koo, Ja-Yong 23 2002 Poisson intensity estimation for tomographic data using a wavelet shrinkage approach. Zbl 1062.92042Cavalier, Laurent; Koo, Ja-Yong 12 2002 On spline estimators and prediction intervals in nonparametric regression. Zbl 1142.62340Doksum, K.; Koo, J.-Y. 18 2000 Kernel estimation of discontinuous regression functions. Zbl 0968.62042Kang, Kee-Hoon; Koo, Ja-Yong; Park, Cheol-Woo 8 2000 Logspline density estimation for binned data. Zbl 0974.62033Koo, Ja-Yong; Kooperberg, Charles 7 2000 Directional mixture models and optimal estimation of the mixing density. Zbl 0981.62032Kim, Peter T.; Koo, Ja-Yong 6 2000 Logspline deconvolution in Besov space. Zbl 0924.65150Koo, Ja-Yong 9 1999 Logspline density estimation under censoring and truncation. Zbl 0924.65151Koo, Ja-Yong; Kooperberg, Charles; Park, Jinho 6 1999 Log-density estimation in linear inverse problems. Zbl 0930.62036Koo, Ja-Yong; Chung, Han-Yeong 10 1998 B-spline estimation of regression functions with errors in variable. Zbl 0933.62032Koo, Ja-Yong; Lee, Kee-Won 3 1998 Wavelet density estimation by approximation of log-densities. Zbl 0843.62040Koo, Ja-Yong; Kim, Woo-Chul 12 1996 Bivariate B-splines for tensor logspline density estimation. Zbl 0900.62193Koo, Ja-Yong 11 1996 \(B\)-spline deconvolution based on the EM algorithm. Zbl 0903.62031Koo, Ja-Yong; Park, Byeong U. 9 1996 A note on bootstrap model selection criterion. Zbl 0843.62050Chung, Han-Yeong; Lee, Kee-Won; Koo, Ja-Yong 3 1996 Bivariate B-splines in generalized linear models. Zbl 0832.62065Koo, Ja-Yong; Lee, Youngjo 2 1994 Optimal rates of convergence for nonparametric statistical inverse problems. Zbl 0778.62040Koo, Ja-Yong 16 1993 all cited Publications top 5 cited Publications all top 5 Cited by 384 Authors 30 Koo, Ja-Yong 13 Kim, Peter T. 9 Chesneau, Christophe 8 Durastanti, Claudio 8 Marinucci, Domenico 8 Park, Changyi 7 Comte, Fabienne 7 Liu, Youming 6 Bak, Kwan-Young 6 Jhong, Jae-Hwan 5 Lacour, Claire 5 Pensky, Marianna 5 Pham Ngoc, Thanh Mai 5 Picard, Dominique B. 5 Wang, Jinru 4 Bigot, Jéremie 4 Dette, Holger 4 Kim, Kwang-Rae 4 Lee, Jaewon 4 Rozenholc, Yves 4 Zeng, Xiaochen 3 Averbuch, Amir Z. 3 Guo, Huijun 3 Kim, Woochul 3 Lee, JungJun 3 Li, Rui 3 Park, Byeong Uk 3 Raimondo, Marc E. 3 Reynaud-Bouret, Patricia 3 Richards, Donald St. P. 3 Rivoirard, Vincent 3 Szkutnik, Zbigniew 3 Wu, Cong 3 Zheludev, Valery A. 2 Applebaum, David B. 2 Benhaddou, Rida 2 Cavalier, Laurent 2 Chen, Huaihou 2 Delaigle, Aurore 2 Duan, Naihua 2 Fadili, Jalal M. 2 Gadat, Sébastien 2 García-Fernández, Rosa María 2 Geller, Daryl 2 Gijbels, Irène 2 Golubev, Yuriĭ K. 2 Hall, Peter Gavin 2 Hielscher, Ralf 2 Hoffmann, Marc 2 Hwang, Changha 2 Jeon, Jeong Min 2 Johannes, Jan 2 Johnstone, Iain Murray 2 Kauermann, Goran 2 Kerkyacharian, Gérard 2 Kim, Sujong 2 Lan, Xiaohong 2 Lee, Jaeyong 2 Lee, Yoonkyung 2 Lee, Youngseon 2 Leitao, Álvaro 2 Liu, Shen 2 Luo, Zhiming 2 Maharaj, Elizabeth Ann 2 Marteau, Clément 2 Meister, Alexander 2 Navarro, Fabien 2 Otsu, Taisuke 2 Palacios-González, Federico 2 Park, Cheolwoo 2 Peccati, Giovanni 2 Samson, Adeline 2 Sapatinas, Theofanis 2 Schellhase, Christian 2 Shim, Jooyong 2 Shin, Jae-Kyung 2 Sixou, Bruno 2 Sohn, Insuk 2 Stirnemann, Julien J. 2 Taupin, Marie-Luce 2 Tsybakov, Alexandre B. 2 Van Keilegom, Ingrid 2 Vareschi, T. 2 Wang, Lan 2 Wang, Yuanjia 2 Wu, Yichao 1 Abdous, Belkacem 1 Abramovich, Felix P. 1 Adusumilli, Karun 1 Allison, David B. 1 Amos, Christopher I. 1 Andersen, Kim E. 1 Angers, Jean-François 1 Angulo, Jesús 1 Antoniadis, Anestis 1 Artemiou, Andreas 1 Asta, Dena Marie 1 Babu, Gutti Jogesh 1 Bang, Sungwan 1 Barron, Andrew Roger ...and 284 more Authors all top 5 Cited in 67 Serials 27 Computational Statistics and Data Analysis 23 Journal of Multivariate Analysis 20 The Annals of Statistics 17 Electronic Journal of Statistics 10 Journal of Statistical Planning and Inference 9 Journal of Nonparametric Statistics 7 Statistics & Probability Letters 7 Journal of the Korean Statistical Society 6 Scandinavian Journal of Statistics 6 Annals of the Institute of Statistical Mathematics 6 Communications in Statistics. Theory and Methods 6 Bernoulli 5 Journal of Statistical Computation and Simulation 5 Journal of Machine Learning Research (JMLR) 4 The Canadian Journal of Statistics 4 Computational Statistics 4 Communications in Statistics. Simulation and Computation 3 Test 3 Applied and Computational Harmonic Analysis 2 Journal of Mathematical Analysis and Applications 2 Biometrics 2 Journal of the American Statistical Association 2 Journal of Computational and Applied Mathematics 2 Journal of Econometrics 2 Statistics 2 Probability Theory and Related Fields 2 Stochastic Processes and their Applications 2 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 2 Abstract and Applied Analysis 2 Journal of Inequalities and Applications 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Econometric Theory 2 Brazilian Journal of Probability and Statistics 2 Inverse Problems and Imaging 2 Journal of Statistical Theory and Practice 2 Journal of Probability and Statistics 2 Sankhyā. Series A 2 Statistics and Computing 1 Applicable Analysis 1 Metrika 1 The Annals of Probability 1 Applied Mathematics and Computation 1 Journal of Mathematical Psychology 1 Mathematics and Computers in Simulation 1 Science in China. Series A 1 Signal Processing 1 Annals of Operations Research 1 European Journal of Operational Research 1 Pattern Recognition 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 1 Journal of Mathematical Imaging and Vision 1 Mathematical Methods of Statistics 1 Advances in Computational Mathematics 1 Lifetime Data Analysis 1 The Journal of Fourier Analysis and Applications 1 Australian & New Zealand Journal of Statistics 1 Statistical Inference for Stochastic Processes 1 Communications of the Korean Mathematical Society 1 Quantitative Finance 1 Statistical Applications in Genetics and Molecular Biology 1 Statistical Methods and Applications 1 Inverse Problems in Science and Engineering 1 SIAM Journal on Imaging Sciences 1 Statistics Surveys 1 Science China. Mathematics 1 Journal of Computational and Graphical Statistics 1 Mathematical Statistics and Learning all top 5 Cited in 28 Fields 225 Statistics (62-XX) 45 Numerical analysis (65-XX) 31 Harmonic analysis on Euclidean spaces (42-XX) 23 Computer science (68-XX) 22 Probability theory and stochastic processes (60-XX) 8 Information and communication theory, circuits (94-XX) 7 Abstract harmonic analysis (43-XX) 5 Biology and other natural sciences (92-XX) 4 Functional analysis (46-XX) 4 Operations research, mathematical programming (90-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Integral equations (45-XX) 3 Global analysis, analysis on manifolds (58-XX) 3 Astronomy and astrophysics (85-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Partial differential equations (35-XX) 2 Approximations and expansions (41-XX) 2 Convex and discrete geometry (52-XX) 2 Differential geometry (53-XX) 1 General and overarching topics; collections (00-XX) 1 Number theory (11-XX) 1 Integral transforms, operational calculus (44-XX) 1 Operator theory (47-XX) 1 Quantum theory (81-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Geophysics (86-XX) 1 Systems theory; control (93-XX) Citations by Year