Edit Profile (opens in new tab) Marron, James Stephen Compute Distance To: Compute Author ID: marron.james-stephen Published as: Marron, J. S.; Marron, James Stephen; Marron, J. Stephen; Marron, James S.; Marron, J. Steve; Marron, J. Steven more...less External Links: ORCID Documents Indexed: 164 Publications since 1983, including 1 Book 2 Contributions as Editor · 2 Further Contributions Co-Authors: 171 Co-Authors with 151 Joint Publications 4,146 Co-Co-Authors all top 5 Co-Authors 15 single-authored 22 Hall, Peter Gavin 11 Härdle, Wolfgang Karl 9 Liu, Yufeng 9 Shen, Haipeng 8 Jung, Sungkyu 6 Park, Cheolwoo 5 Godtliebsen, Fred 5 Mammen, Enno 5 Park, Byeong Uk 5 Shen, Dan 5 Wand, Matthew P. 4 Bullitt, Elizabeth 4 Chu, Chih-Kang 4 Fan, Jianqing 4 Fisher, Nicholas I. 4 Hannig, Jan 4 Hernandez-Campos, Felix 4 Huckemann, Stephan F. 4 Jones, Michael Chris 4 Lee, Mihee 4 Nobel, Andrew B. 4 Pizer, Stephen M. 4 Sheather, Simon J. 4 Titterington, D. Michael 4 Wang, Haonan 4 Zhou, Yihui 3 Ahn, Jeongyoun 3 Aydın, Burcu 3 Carmichael, Iain 3 Damon, James Norman 3 Hayes, David Neil 3 Huang, Hanwen 3 Koch, Inge 3 Lu, Xiaosun 3 Miller, Ezra 3 Skwerer, Sean 3 Smith, F. Donelson 3 Zhu, Hongtu 2 Alonso, Andrés M. 2 Burch, Christina 2 Chaudhuri, Probal 2 Dryden, Ian L. 2 Foskey, Mark 2 Hoadley, Katherine A. 2 Hoffmann, Peter 2 Jeffay, Kevin 2 Kent, John T. 2 Ladha, Alim 2 Li, Runze 2 Lock, Eric F. 2 Nolan, Deborah 2 Owen, Megan 2 Pataki, Gábor 2 Patrangenaru, Victor 2 Provan, Scott 2 Qiao, Xingye 2 Ramsay, James O. 2 Rondonotti, Vitaliana 2 Ruppert, David 2 Samworth, Richard J. 2 Sangalli, Laura Maria 2 Schulz, Jörn 2 Srivastava, Anuj 2 Stoev, Stilian A. 2 Taqqu, Murad S. 2 Todd, Michael J. 2 Tsybakov, Alexandre B. 2 Vicory, Jared 2 Wells, Martin T. 2 Wright, Fred A. 2 Yu, Keming 2 Yuan, Ying 2 Zhang, Hao Helen 2 Zhang, Jinting 2 Zhang, Lingsong 2 Zhang, Wenyang 2 Zou, Hui 1 Adragni, Kofi Placid 1 Ahmad, Amir A. 1 Aldershof, Brian 1 Anagnostopoulos, Christoforos 1 Aoshima, Makoto 1 Bailey, Natalia 1 Baxter, Paul D. 1 Bickel, Peter John 1 Bolivar-Cime, Addy 1 Borysov, Petro 1 Bottolo, Leonardo 1 Bouveyron, Charles 1 Brooks, Maria Mori 1 Bühlmann, Peter 1 Calhoun, Benjamin C. 1 Cao, Ricardo 1 Chaudhuri, Ritwik 1 Cheng, Ming-Yen 1 Chi, Yueh-Yun 1 Chiu, Shean-Tsong 1 Choi, Hyo-young 1 Coad, D. Stephen 1 Cohen, K. L. ...and 155 more Co-Authors all top 5 Serials 19 The Annals of Statistics 19 Journal of the American Statistical Association 13 Electronic Journal of Statistics 11 The Annals of Applied Statistics 10 Biometrika 8 Journal of Multivariate Analysis 8 Computational Statistics and Data Analysis 8 Journal of Nonparametric Statistics 7 Probability Theory and Related Fields 5 Statistics & Probability Letters 4 Computational Statistics 4 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Biometrics 3 Statistical Science 3 Journal of the Royal Statistical Society. Series B 3 Journal of Mathematical Imaging and Vision 3 Statistica Sinica 2 Biometrical Journal 2 Journal of Statistical Planning and Inference 2 Test 2 Journal of Applied Statistics 1 Applicable Analysis 1 Statistica Neerlandica 1 Econometric Reviews 1 The Annals of Applied Probability 1 Stochastic Processes and their Applications 1 SIAM Journal on Optimization 1 Australian & New Zealand Journal of Statistics 1 Stochastic Models 1 Journal of Machine Learning Research (JMLR) 1 Oberwolfach Reports 1 Journal of the Korean Statistical Society 1 Contemporary Mathematics 1 Monographs on Statistics and Applied Probability 1 Statistical Analysis and Data Mining 1 Statistics and Its Interface 1 Journal of Computational and Graphical Statistics 1 Sankhyā 1 Japanese Journal of Statistics and Data Science all top 5 Fields 162 Statistics (62-XX) 19 Numerical analysis (65-XX) 12 Biology and other natural sciences (92-XX) 8 Probability theory and stochastic processes (60-XX) 8 Computer science (68-XX) 4 Operations research, mathematical programming (90-XX) 3 Harmonic analysis on Euclidean spaces (42-XX) 3 Information and communication theory, circuits (94-XX) 2 General and overarching topics; collections (00-XX) 2 Combinatorics (05-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Ordinary differential equations (34-XX) 2 Differential geometry (53-XX) 2 Global analysis, analysis on manifolds (58-XX) 1 Geometry (51-XX) 1 Convex and discrete geometry (52-XX) 1 Manifolds and cell complexes (57-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 148 Publications have been cited 4,242 times in 2,327 Documents Cited by ▼ Year ▼ Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 322 2008 Exact mean integrated squared error. Zbl 0746.62040Marron, J. S.; Wand, M. P. 252 1992 A brief survey of bandwidth selection for density estimation. Zbl 0873.62040Jones, M. C.; Marron, J. S.; Sheather, S. J. 186 1996 Optimal bandwidth selection in nonparametric regression function estimation. Zbl 0594.62043Härdle, Wolfgang; Marron, James Stephen 145 1985 How far are automatically chosen regression smoothing parameters from their optimum? Zbl 0644.62048Härdle, Wolfgang; Hall, Peter; Marron, J. S. 127 1988 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138Fan, Jianqing; Liao, Yuan; Mincheva, Martina 114 2013 Geometric representation of high dimension, low sample size data. Zbl 1069.62097Hall, Peter; Marron, J. S.; Neeman, Amnon 112 2005 Estimation of integrated squared density derivatives. Zbl 0628.62029Hall, Peter; Marron, J. S. 108 1987 SiZer for exploration of structures in curves. Zbl 1072.62556Chaudhuri, Probal; Marron, J. S. 104 1999 Bootstrap simultaneous error bars for nonparametric regression. Zbl 0725.62037Härdle, W.; Marron, J. S. 88 1991 PCA consistency in high dimension, low sample size context. Zbl 1191.62108Jung, Sungkyu; Marron, J. S. 79 2009 Robust principal component analysis for functional data. (With comments). Zbl 0980.62049Locantore, N.; Marron, J. S.; Simpson, D. G.; Tripoli, N.; Zhang, J. T.; Cohen, K. L. 77 1999 Scale space view of curve estimation. Zbl 1106.62318Chaudhuri, Probal; Marron, J. S. 72 2000 Extent to which least-squares cross-validation minimises integrated square error in nonparametric density estimation. Zbl 0588.62052Hall, Peter; Marron, James Stephen 69 1987 Semiparametric comparison of regression curves. Zbl 0703.62053Härdle, W.; Marron, J. S. 68 1990 Transformations in density estimation. (With discussions). Zbl 0742.62046Wand, M. P.; Marron, J. S.; Ruppert, D. 67 1991 Kernel quantile estimators. Zbl 0705.62042Sheather, Simon J.; Marron, J. S. 65 1990 On optimal data-based bandwidth selection in kernel density estimation. Zbl 0733.62045Hall, Peter; Sheather, Simon J.; Jones, M. C.; Marron, J. S. 65 1991 Asymptotically optimal bandwidth selection for kernel density estimators from randomly right-censored samples. Zbl 0657.62038Marron, J. S.; Padgett, W. J. 64 1987 Smoothed cross-validation. Zbl 0742.62042Hall, Peter; Marron, J. S.; Park, Byeong U. 61 1992 A general projection framework for constrained smoothing. Zbl 1059.62535Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P. 60 2001 On variance estimation in nonparametric regression. Zbl 0711.62035Hall, Peter; Marron, J. S. 60 1990 Overview of object oriented data analysis. Zbl 1309.62008Marron, J. Steve; Alonso, Andrés M. 58 2014 Transformations to reduce boundary bias in kernel density estimation. Zbl 0805.62046Marron, J. S.; Ruppert, D. 51 1994 Distance-weighted discrimination. Zbl 1332.62213Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun 50 2007 Object oriented data analysis: sets of trees. Zbl 1126.62002Wang, Haonan; Marron, J. S. 50 2007 Comparison of two bandwidth selectors with dependent errors. Zbl 0738.62042Chu, C.-K.; Marron, J. S. 47 1991 A simple root \(n\) bandwidth selector. Zbl 0745.62033Jones, M. C.; Marron, J. S.; Park, B. U. 47 1991 Choosing a kernel regression estimator. With comments and a rejoinder by the authors. Zbl 0955.62561Chu, C.-K.; Marron, J. S. 46 1991 A comparison of cross-validation techniques in density estimation. Zbl 0619.62032Marron, J. S. 44 1987 Random approximations to some measures of accuracy in nonparametric curve estimation. Zbl 0608.62045Marron, James Stephen; Härdle, Wolfgang 44 1986 The high-dimension, low-sample-size geometric representation holds under mild conditions. Zbl 1135.62039Ahn, Jeongyoun; Marron, J. S.; Muller, Keith M.; Chi, Yueh-Yun 44 2007 On automatic boundary corrections. Zbl 0890.62026Cheng, Ming-Yen; Fan, Jianqing; Marron, J. S. 40 1997 Edge-preserving smoothers for image processing. (With discussion). Zbl 0954.62115Chu, C. K.; Glad, I. K.; Godtliebsen, F.; Marron, J. S. 40 1998 Variable window width kernel estimates of probability densities. Zbl 0637.62036Hall, Peter; Marron, J. S. 39 1988 Analysis of principal nested spheres. Zbl 1437.62507Jung, Sungkyu; Dryden, Ian L.; Marron, J. S. 39 2012 Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037Jones, M. C.; Marron, J. S.; Sheather, S. J. 37 1996 Lower bounds for bandwidth selection in density estimation. Zbl 0742.62041Hall, Peter; Marron, J. S. 36 1991 On the amount of noise inherent in bandwidth selection for a kernel density estimator. Zbl 0667.62022Hall, Peter; Marron, J. S. 33 1987 Some asymptotics for multimodality tests based on kernel density estimates. Zbl 0745.62048Mammen, E.; Marron, J. S.; Fisher, N. I. 32 1992 An asymptotically efficient solution to the bandwidth problem of kernel density estimation. Zbl 0585.62073Marron, James Stephen 32 1985 Regression smoothing parameters that are not far from their optimum. Zbl 0850.62352Härdle, W.; Hall, P.; Marron, J. S. 30 1992 Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Zbl 0880.62045González-Manteiga, W.; Cao, R.; Marron, J. S. 29 1996 Biclustering via sparse singular value decomposition. Zbl 1233.62182Lee, Mihee; Shen, Haipeng; Huang, Jianhua Z.; Marron, J. S. 29 2010 Improved variable window kernel estimates of probability densities. Zbl 0822.62026Hall, Peter; Hu, Tien Chung; Marron, J. S. 27 1995 Bandwidth choice for average derivative estimation. Zbl 0781.62044Härdle, W.; Hart, J.; Marron, J. S.; Tsybakov, A. B. 27 1992 Sticky central limit theorems on open books. Zbl 1293.60006Hotz, Thomas; Huckemann, Stephan; Le, Huiling; Marron, J. S.; Mattingly, Jonathan C.; Miller, Ezra; Nolen, James; Owen, Megan; Patrangenaru, Vic; Skwerer, Sean 27 2013 Canonical kernels for density estimation. Zbl 0662.62035Marron, J. S.; Nolan, D. 26 1988 Choice of kernel order in density estimation. Zbl 0637.62035Hall, Peter; Marron, J. S. 24 1988 Joint and individual variation explained (JIVE) for integrated analysis of multiple data types. Zbl 1454.62355Lock, Eric F.; Hoadley, Katherine A.; Marron, J. S.; Nobel, Andrew B. 24 2013 The maximal data piling direction for discrimination. Zbl 1182.62134Ahn, Jeongyoun; Marron, J. S. 24 2010 Functional data analysis of amplitude and phase variation. Zbl 1426.62146Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 24 2015 Principal arc analysis on direct product manifolds. Zbl 1220.62077Jung, Sungkyu; Foskey, Mark; Marron, J. S. 23 2011 Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S. 23 2010 Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S. 22 2012 Visual error criteria for qualitative smoothing. Zbl 0826.62026Marron, J. S.; Tsybakov, A. B. 22 1995 Equivalence of smoothing parameter selectors in density and intensity estimation. Zbl 0662.62036Diggle, Peter; Marron, J. S. 21 1988 Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S. 21 2008 Advanced distribution theory for SiZer. Zbl 1119.62300Hannig, J.; Marron, J. S. 21 2006 Bandwidth choice for density derivatives. Zbl 0699.62036Härdle, Wolfgang; Marron, J. S.; Wand, M. P. 20 1990 Bootstrap bandwidth selection. Zbl 0838.62029Marron, J. S. 19 1992 Consistency of sparse PCA in high dimension, low sample size contexts. Zbl 1258.62072Shen, Dan; Shen, Haipeng; Marron, J. S. 19 2013 Local minima in cross-validation functions. Zbl 0800.62216Hall, Peter; Marron, J. S. 18 1991 Some heuristics of kernel based estimators of ratio functions. Zbl 1380.62156Patil, P. N.; Wells, M. T.; Marron, J. S. 17 1994 LASS: a tool for the local analysis of self-similarity. Zbl 1445.62240Stoev, Stilian; Taqqu, Murad S.; Park, Cheolwoo; Michailidis, George; Marron, J. S. 16 2006 The functional data analysis view of longitudinal data. Zbl 1073.62001Zhao, Xin; Marron, J. S.; Wells, Martin T. 15 2004 Mode testing via the excess mass estimate. Zbl 0985.62034Fisher, N. I.; Marron, J. S. 15 2001 The statistics and mathematics of high dimension low sample size asymptotics. Zbl 1356.62077Shen, Dan; Shen, Haipeng; Zhu, Hongtu; Marron, J. S. 15 2016 Best possibility constant for bandwidth selection. Zbl 0765.62041Fan, Jianqing; Marron, James S. 15 1992 A principal component analysis for trees. Zbl 1184.62100Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S. 15 2009 M-smoother with local linear fit. Zbl 1011.62044Rue, Håvard; Chu, Chih-Kang; Godtliebsen, Fred; Marron, James Stephen 14 2002 On the use of pilot estimators in bandwidth selection. Zbl 1263.62059Park, Byeong U.; Marron, J. S. 14 1992 Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100Jung, Sungkyu; Sen, Arusharka; Marron, J. S. 14 2012 Dependent SiZer: Goodness-of-fit tests for time series models. Zbl 1121.62462Park, Cheolwoo; Marron, J. S.; Rondonotti, Vitaliana 13 2004 Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo 13 2007 Iterated transformation-kernel density estimation. Zbl 0996.62032Yang, Lijian; Marron, James S. 13 1999 A survey of high dimension low sample size asymptotics. Zbl 1462.62368Aoshima, Makoto; Shen, Dan; Shen, Haipeng; Yata, Kazuyoshi; Zhou, Yi-Hui; Marron, J. S. 13 2018 Testing for multimodality. Zbl 0900.62227Fisher, N. I.; Mammen, E.; Marron, J. S. 12 1994 Fast and simple scatterplot smoothing. Zbl 0875.62015Härdle, W.; Marron, J. S. 11 1995 Angle-based joint and individual variation explained. Zbl 1408.62113Feng, Qing; Jiang, Meilei; Hannig, Jan; Marron, J. S. 10 2018 Backwards principal component analysis and principal nested relations. Zbl 1308.62124Damon, James; Marron, J. S. 10 2014 Facts about the Gaussian probability density function. Zbl 0844.60007Aldershof, B.; Marron, J. S.; Park, B. U.; Wand, M. P. 9 1995 SiZer for length biased, censored density and hazard estimation. Zbl 1040.62026Marron, J. S.; de Uña-Álvarez, Jacobo 9 2004 Uniform consistency of automatic and location-adaptive delta-sequence estimators. Zbl 0644.62041Nolan, Deborah; Marron, J. Stephen 9 1989 Nested sphere statistics of skeletal models. Zbl 1314.68357Pizer, Stephen M.; Jung, Sungkyu; Goswami, Dibyendusekhar; Vicory, Jared; Zhao, Xiaojie; Chaudhuri, Ritwik; Damon, James N.; Huckemann, Stephan; Marron, J. S. 9 2013 Statistics of time warpings and phase variations. Zbl 1305.62015Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 9 2014 SiZer for smoothing splines. Zbl 1091.62001Marron, J. S.; Zhang, Jin-Ting 9 2005 Extremal dependence: internet traffic applications. Zbl 1061.62077Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I. 8 2005 Convergence properties of an empirical error criterion for multivariate density estimation. Zbl 0616.62064Marron, James Stephen 8 1986 Direct deconvolution density estimation of a mixture distribution motivated by mutation effects distribution. Zbl 1182.62073Lee, Mihee; Shen, Haipeng; Burch, Christina; Marron, J. S. 8 2010 A general framework for consistency of principal component analysis. Zbl 1392.62177Shen, Dan; Shen, Haipeng; Marron, J. S. 8 2016 Partitioned cross-validation. Zbl 0718.62080Marron, J. S. 8 1987 Proteomics profiles from mass spectrometry. Zbl 1305.62370Koch, Inge; Hoffmann, Peter; Marron, J. S. 8 2014 SiZer for jump detection. Zbl 1087.62003Kim, C. S.; Marron, J. S. 8 2006 Mass recentred kernel smoothers. Zbl 1090.62530Mammen, E.; Marron, J. S. 7 1997 Deconvolution estimation of mixture distributions with boundaries. Zbl 1337.62068Lee, Mihee; Hall, Peter; Shen, Haipeng; Marron, J. S.; Tolle, Jon; Burch, Christina 7 2013 Local likelihood siZer map. Zbl 1193.62085Li, Runze; Marron, J. S. 7 2005 Visualization and inference based on wavelet coefficients, SiZer and SiNos. Zbl 1445.62236Park, Cheolwoo; Godtliebsen, Fred; Taqqu, Murad; Stoev, Stilian; Marron, J. S. 7 2007 A scale-based approach to finding effective dimensionality in manifold learning. Zbl 1320.62115Wang, Xiaohui; Marron, J. Steve 7 2008 Curve estimation when the design density is low. Zbl 0874.62037Hall, Peter; Marron, J. S.; Neumann, M. H.; Titterington, D. M. 6 1997 Object oriented data analysis. Zbl 1476.62008Marron, J. S.; Dryden, Ian L. 1 2022 Geometric insights into support vector machine behavior using the KKT conditions. Zbl 07471529Carmichael, Iain; Marron, J. S. 1 2021 A survey of high dimension low sample size asymptotics. Zbl 1462.62368Aoshima, Makoto; Shen, Dan; Shen, Haipeng; Yata, Kazuyoshi; Zhou, Yi-Hui; Marron, J. S. 13 2018 Angle-based joint and individual variation explained. Zbl 1408.62113Feng, Qing; Jiang, Meilei; Hannig, Jan; Marron, J. S. 10 2018 Fast algorithms for large-scale generalized distance weighted discrimination. Zbl 07498954Lam, Xin Yee; Marron, J. S.; Sun, Defeng; Toh, Kim-Chuan 3 2018 Relative optimality conditions and algorithms for treespace Fréchet means. Zbl 1395.90239Skwerer, Sean; Provan, Scott; Marron, J. S. 3 2018 Eigenvalue significance testing for genetic association. Zbl 1415.62151Zhou, Yi-hui; Marron, J. S.; Wright, Fred A. 2 2018 Computation of ancestry scores with mixed families and unrelated individuals. Zbl 1415.62150Zhou, Yi-hui; Marron, James S.; Wright, Fred A. 1 2018 Data science vs. statistics: two cultures? Zbl 1430.62017Carmichael, Iain; Marron, J. S. 1 2018 The statistics and mathematics of high dimension low sample size asymptotics. Zbl 1356.62077Shen, Dan; Shen, Haipeng; Zhu, Hongtu; Marron, J. S. 15 2016 A general framework for consistency of principal component analysis. Zbl 1392.62177Shen, Dan; Shen, Haipeng; Marron, J. S. 8 2016 Non-linear hypothesis testing of geometric object properties of shapes applied to hippocampi. Zbl 1338.92063Schulz, Jörn; Pizer, Stephen M.; Marron, J. S.; Godtliebsen, Fred 1 2016 Functional data analysis of amplitude and phase variation. Zbl 1426.62146Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 24 2015 High dimension low sample size asymptotics of robust PCA. Zbl 1307.62160Zhou, Yi-Hui; Marron, J. S. 3 2015 “Virus hunting” using radial distance weighted discrimination. Zbl 1397.62477Xiong, Jie; Dittmer, D. P.; Marron, J. S. 2 2015 Least squares sieve estimation of mixture distributions with boundary effects. Zbl 1328.62246Lee, Mihee; Wang, Ling; Shen, Haipeng; Hall, Peter; Guo, Guang; Marron, J. S. 2 2015 Nested nonnegative cone analysis. Zbl 1468.62228Zhang, Lingsong; Lu, Shu; Marron, J. S. 1 2015 Overview of object oriented data analysis. Zbl 1309.62008Marron, J. Steve; Alonso, Andrés M. 58 2014 Backwards principal component analysis and principal nested relations. Zbl 1308.62124Damon, James; Marron, J. S. 10 2014 Statistics of time warpings and phase variations. Zbl 1305.62015Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 9 2014 Proteomics profiles from mass spectrometry. Zbl 1305.62370Koch, Inge; Hoffmann, Peter; Marron, J. S. 8 2014 Tree-oriented analysis of brain artery structure. Zbl 1303.92054Skwerer, Sean; Bullitt, Elizabeth; Huckemann, Stephan; Miller, Ezra; Oguz, Ipek; Owen, Megan; Patrangenaru, Vic; Provan, Scott; Marron, J. S. 6 2014 Asymptotics of hierarchical clustering for growing dimension. Zbl 1278.62093Borysov, Petro; Hannig, Jan; Marron, J. S. 4 2014 Analysis of spike train data: comparison between the real and the simulated data. Zbl 1305.62330Lu, Xiaosun; Marron, J. S. 4 2014 Analysis of proteomics data: impact of alignment on classification. Zbl 1305.62372Lu, Xiaosun; Koch, Inge; Marron, J. S. 2 2014 Analysis of juggling data: object oriented data analysis of clustering in acceleration functions. Zbl 1305.62014Lu, Xiaosun; Marron, J. S. 1 2014 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138Fan, Jianqing; Liao, Yuan; Mincheva, Martina 114 2013 Sticky central limit theorems on open books. Zbl 1293.60006Hotz, Thomas; Huckemann, Stephan; Le, Huiling; Marron, J. S.; Mattingly, Jonathan C.; Miller, Ezra; Nolen, James; Owen, Megan; Patrangenaru, Vic; Skwerer, Sean 27 2013 Joint and individual variation explained (JIVE) for integrated analysis of multiple data types. Zbl 1454.62355Lock, Eric F.; Hoadley, Katherine A.; Marron, J. S.; Nobel, Andrew B. 24 2013 Consistency of sparse PCA in high dimension, low sample size contexts. Zbl 1258.62072Shen, Dan; Shen, Haipeng; Marron, J. S. 19 2013 Nested sphere statistics of skeletal models. Zbl 1314.68357Pizer, Stephen M.; Jung, Sungkyu; Goswami, Dibyendusekhar; Vicory, Jared; Zhao, Xiaojie; Chaudhuri, Ritwik; Damon, James N.; Huckemann, Stephan; Marron, J. S. 9 2013 Deconvolution estimation of mixture distributions with boundaries. Zbl 1337.62068Lee, Mihee; Hall, Peter; Shen, Haipeng; Marron, J. S.; Tolle, Jon; Burch, Christina 7 2013 Comparison of binary discrimination methods for high dimension low sample size data. Zbl 1259.62052Bolivar-Cime, A.; Marron, J. S. 2 2013 Varying coefficient model for modeling diffusion tensors along white matter tracts. Zbl 1454.62425Yuan, Ying; Zhu, Hongtu; Styner, Martin; Gilmore, John H.; Marron, J. S. 2 2013 Visualizing genetic constraints. Zbl 1288.62101Gaydos, Travis L.; Heckman, Nancy E.; Kirkpatrick, Mark; Stinchcombe, J. R.; Schmitt, Johanna; Kingsolver, Joel; Marron, J. S. 1 2013 Analysis of principal nested spheres. Zbl 1437.62507Jung, Sungkyu; Dryden, Ian L.; Marron, J. S. 39 2012 Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S. 22 2012 Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100Jung, Sungkyu; Sen, Arusharka; Marron, J. S. 14 2012 Bidirectional discrimination with application to data visualization. Zbl 1452.62449Huang, Hanwen; Liu, Yufeng; Marron, J. S. 6 2012 A nonparametric regression model with tree-structured response. Zbl 1258.62054Wang, Yuan; Marron, J. S.; Aydin, Burcu; Ladha, Alim; Bullitt, Elizabeth; Wang, Haonan 3 2012 Principal arc analysis on direct product manifolds. Zbl 1220.62077Jung, Sungkyu; Foskey, Mark; Marron, J. S. 23 2011 Visualizing the structure of large trees. Zbl 1274.62049Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Ladha, Alim; Bullitt, Elizabeth; Marron, J. S. 5 2011 Local kernel canonical correlation analysis with application to virtual drug screening. Zbl 1228.62072Samarov, Daniel; Marron, J. S.; Liu, Yufeng; Grulke, Christopher; Tropsha, Alexander 2 2011 Comment. Zbl 05998594Lock, E. F.; Nobel, A. B.; Marron, J. S. 2 2011 Biclustering via sparse singular value decomposition. Zbl 1233.62182Lee, Mihee; Shen, Haipeng; Huang, Jianhua Z.; Marron, J. S. 29 2010 The maximal data piling direction for discrimination. Zbl 1182.62134Ahn, Jeongyoun; Marron, J. S. 24 2010 Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S. 23 2010 Direct deconvolution density estimation of a mixture distribution motivated by mutation effects distribution. Zbl 1182.62073Lee, Mihee; Shen, Haipeng; Burch, Christina; Marron, J. S. 8 2010 PCA consistency in high dimension, low sample size context. Zbl 1191.62108Jung, Sungkyu; Marron, J. S. 79 2009 A principal component analysis for trees. Zbl 1184.62100Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S. 15 2009 Robust centroid based classification with minimum error rates for high dimension, low sample size data. Zbl 1162.62058Jiang, Jiancheng; Marron, J. S.; Jiang, Xuejun 2 2009 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 322 2008 Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S. 21 2008 A scale-based approach to finding effective dimensionality in manifold learning. Zbl 1320.62115Wang, Xiaohui; Marron, J. Steve 7 2008 Distance-weighted discrimination. Zbl 1332.62213Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun 50 2007 Object oriented data analysis: sets of trees. Zbl 1126.62002Wang, Haonan; Marron, J. S. 50 2007 The high-dimension, low-sample-size geometric representation holds under mild conditions. Zbl 1135.62039Ahn, Jeongyoun; Marron, J. S.; Muller, Keith M.; Chi, Yueh-Yun 44 2007 Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo 13 2007 Visualization and inference based on wavelet coefficients, SiZer and SiNos. Zbl 1445.62236Park, Cheolwoo; Godtliebsen, Fred; Taqqu, Murad; Stoev, Stilian; Marron, J. S. 7 2007 Analysis of nonlinear modes of variation for functional data. Zbl 1320.62175Izem, Rima; Marron, J. S. 2 2007 Advanced distribution theory for SiZer. Zbl 1119.62300Hannig, J.; Marron, J. S. 21 2006 LASS: a tool for the local analysis of self-similarity. Zbl 1445.62240Stoev, Stilian; Taqqu, Murad S.; Park, Cheolwoo; Michailidis, George; Marron, J. S. 16 2006 SiZer for jump detection. Zbl 1087.62003Kim, C. S.; Marron, J. S. 8 2006 Geometric representation of high dimension, low sample size data. Zbl 1069.62097Hall, Peter; Marron, J. S.; Neeman, Amnon 112 2005 SiZer for smoothing splines. Zbl 1091.62001Marron, J. S.; Zhang, Jin-Ting 9 2005 Extremal dependence: internet traffic applications. Zbl 1061.62077Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I. 8 2005 Local likelihood siZer map. Zbl 1193.62085Li, Runze; Marron, J. S. 7 2005 The functional data analysis view of longitudinal data. Zbl 1073.62001Zhao, Xin; Marron, J. S.; Wells, Martin T. 15 2004 Dependent SiZer: Goodness-of-fit tests for time series models. Zbl 1121.62462Park, Cheolwoo; Marron, J. S.; Rondonotti, Vitaliana 13 2004 SiZer for length biased, censored density and hazard estimation. Zbl 1040.62026Marron, J. S.; de Uña-Álvarez, Jacobo 9 2004 A SiZer analysis of IP flow start times. Zbl 1268.60067Marron, J. S.; Hernandez-Campos, Felix; Smith, F. D. 1 2004 M-smoother with local linear fit. Zbl 1011.62044Rue, Håvard; Chu, Chih-Kang; Godtliebsen, Fred; Marron, James Stephen 14 2002 A general projection framework for constrained smoothing. Zbl 1059.62535Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P. 60 2001 Mode testing via the excess mass estimate. Zbl 0985.62034Fisher, N. I.; Marron, J. S. 15 2001 Intuitive, localized analysis of shape variability. Zbl 0982.68672Yushkevich, Paul; Pizer, Stephen M.; Joshi, Sarang; Marron, J. S. 3 2001 Presentation of smoothers: the family approach. Zbl 1007.62027Marron, J. S.; Chung, S. S. 2 2001 Scale space view of curve estimation. Zbl 1106.62318Chaudhuri, Probal; Marron, J. S. 72 2000 Wavelet estimation using Bayesian basis selection and basis averaging. Zbl 0970.62020Kohn, Robert; Marron, J. S.; Yau, Paul 3 2000 SiZer for exploration of structures in curves. Zbl 1072.62556Chaudhuri, Probal; Marron, J. S. 104 1999 Robust principal component analysis for functional data. (With comments). Zbl 0980.62049Locantore, N.; Marron, J. S.; Simpson, D. G.; Tripoli, N.; Zhang, J. T.; Cohen, K. L. 77 1999 Iterated transformation-kernel density estimation. Zbl 0996.62032Yang, Lijian; Marron, James S. 13 1999 An assessment of finite sample performance of adaptive methods in density estimation. Zbl 1061.62526Farmen, Mark; Marron, J. S. 6 1999 Effective writing in mathematical statistics. Zbl 1069.62501Marron, J. S. 1 1999 Edge-preserving smoothers for image processing. (With discussion). Zbl 0954.62115Chu, C. K.; Glad, I. K.; Godtliebsen, F.; Marron, J. S. 40 1998 Assessing bandwidth selectors with visual error criteria. Zbl 0923.62044Marron, J. S. 2 1998 On automatic boundary corrections. Zbl 0890.62026Cheng, Ming-Yen; Fan, Jianqing; Marron, J. S. 40 1997 Mass recentred kernel smoothers. Zbl 1090.62530Mammen, E.; Marron, J. S. 7 1997 Curve estimation when the design density is low. Zbl 0874.62037Hall, Peter; Marron, J. S.; Neumann, M. H.; Titterington, D. M. 6 1997 A nonlinear Gaussian filter applied to images with discontinuities. Zbl 0885.62111Godtliebsen, F.; Spjøtvoll, E.; Marron, J. S. 4 1997 On the role of the shrinkage parameter in local linear smoothing. Zbl 0883.62040Hall, Peter; Marron, J. Stephen 4 1997 A brief survey of bandwidth selection for density estimation. Zbl 0873.62040Jones, M. C.; Marron, J. S.; Sheather, S. J. 186 1996 Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037Jones, M. C.; Marron, J. S.; Sheather, S. J. 37 1996 Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Zbl 0880.62045González-Manteiga, W.; Cao, R.; Marron, J. S. 29 1996 Improved variable window kernel estimates of probability densities. Zbl 0822.62026Hall, Peter; Hu, Tien Chung; Marron, J. S. 27 1995 Visual error criteria for qualitative smoothing. Zbl 0826.62026Marron, J. S.; Tsybakov, A. B. 22 1995 Fast and simple scatterplot smoothing. Zbl 0875.62015Härdle, W.; Marron, J. S. 11 1995 Facts about the Gaussian probability density function. Zbl 0844.60007Aldershof, B.; Marron, J. S.; Park, B. U.; Wand, M. P. 9 1995 Scale measures for bandwidth selection. Zbl 0857.62034Janssen, P.; Marron, J. S.; Veraverbeke, N.; Sarle, W. 6 1995 On partial local smoothing rules for curve estimation. Zbl 0830.62038Hall, Peter; Marron, J. Stephen; Titterington, D. M. 5 1995 Transformations to reduce boundary bias in kernel density estimation. Zbl 0805.62046Marron, J. S.; Ruppert, D. 51 1994 ...and 48 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 2,987 Authors 78 Marron, James Stephen 50 Hall, Peter Gavin 33 Vieu, Philippe 32 Park, Byeong Uk 24 Aoshima, Makoto 24 Yata, Kazuyoshi 21 Jones, Michael Chris 19 Dette, Holger 18 Müller, Hans-Georg 18 Wand, Matthew P. 17 González-Manteiga, Wenceslao 15 Cao, Ricardo 15 Fan, Jianqing 15 Härdle, Wolfgang Karl 15 Huckemann, Stephan F. 15 Srivastava, Anuj 14 Fraiman, Ricardo 14 Hazelton, Martin L. 14 Mammen, Enno 14 Rachdi, Mustapha 13 Kim, Taeyoon 13 Li, Qi 12 Cuevas, Antonio 12 Gijbels, Irène 12 Godtliebsen, Fred 12 Jung, Sungkyu 12 Linton, Oliver Bruce 12 Nielsen, Jens Perch 12 Park, Cheolwoo 11 Boente, Graciela 11 Munk, Axel 11 Secchi, Piercesare 10 Chacón, José E. 10 Ghosh, Anil Kumar 10 Laksaci, Ali 10 Lin, Lu 10 Quintela-Del-Río, Alejandro 10 Shang, Han Lin 10 Shen, Haipeng 10 Tenreiro, Carlos 9 Ahmad, Ibrahim A. 9 Bagkavos, Dimitrios 9 Duong, Tarn 9 Naito, Kanta 9 Politis, Dimitris Nicolas 9 Schick, Anton 9 Tsybakov, Alexandre B. 9 Vantini, Simone 8 Aneiros-Pérez, Germán 8 Chesneau, Christophe 8 Davies, Patrick Laurie 8 Dryden, Ian L. 8 Efromovich, Sam 8 Ferraty, Frédéric 8 Hart, Jeffrey D. 8 Karunamuni, Rohana J. 8 Kiessé, Tristan Senga 8 Kovac, Arne 8 Mason, David M. 8 Padgett, William Jowayne 8 Parmeter, Christopher F. 8 Sperlich, Stefan 8 Steland, Ansgar 8 Zhu, Lixing 7 Ahn, Jeongyoun 7 Bouzebda, Salim 7 de Uña-Álvarez, Jacobo 7 Delaigle, Aurore 7 Guillen, Montserrat 7 Henderson, Daniel J. 7 Horová, Ivana 7 Kim, Choongrak 7 Kulasekera, Karunarathna B. 7 Liu, Yufeng 7 Resnick, Sidney Ira 7 Rodríguez-Casal, Alberto 7 Sarda, Pascal 7 Slaoui, Yousri 7 Tucker, J. Derek 7 Tyler, David E. 7 Vilar Fernandez, Juan Manuel 7 Wang, Haonan 7 Wasserman, Larry Alan 7 Yao, Qiwei 7 Yu, Keming 6 Abdous, Belkacem 6 Birch, Jeffrey B. 6 Bolancé, Catalina 6 Cai, Tony Tony 6 Cheng, Ming-Yen 6 Devroye, Luc P. J. A. 6 Eltzner, Benjamin 6 Grillenzoni, Carlo 6 Holmström, Lasse 6 Huang, Jianhua Z. 6 Huang, Li-Shan 6 Hutson, Alan David 6 Ishii, Aki 6 Kakizawa, Yoshihide 6 Kang, Kee Hoon ...and 2,887 more Authors all top 5 Cited in 230 Serials 216 Computational Statistics and Data Analysis 165 Journal of Nonparametric Statistics 158 The Annals of Statistics 135 Statistics & Probability Letters 131 Journal of Multivariate Analysis 128 Journal of Statistical Planning and Inference 84 Communications in Statistics. 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