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: 165 Publications since 1983, including 1 Book 2 Contributions as Editor · 2 Further Contributions Co-Authors: 173 Co-Authors with 152 Joint Publications 4,285 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 Borgert, J. E. 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 ...and 158 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) 13 Biology and other natural sciences (92-XX) 9 Computer science (68-XX) 8 Probability theory and stochastic processes (60-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 Algebraic topology (55-XX) 1 Manifolds and cell complexes (57-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 149 Publications have been cited 3,893 times in 2,370 Documents Cited by ▼ Year ▼ Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 352 2008 Exact mean integrated squared error. Zbl 0746.62040Marron, J. S.; Wand, M. P. 256 1992 A brief survey of bandwidth selection for density estimation. Zbl 0873.62040Jones, M. C.; Marron, J. S.; Sheather, S. J. 188 1996 Optimal bandwidth selection in nonparametric regression function estimation. Zbl 0594.62043Härdle, Wolfgang; Marron, James Stephen 148 1985 How far are automatically chosen regression smoothing parameters from their optimum? Zbl 0644.62048Härdle, Wolfgang; Hall, Peter; Marron, J. S. 128 1988 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138Fan, Jianqing; Liao, Yuan; Mincheva, Martina 117 2013 Geometric representation of high dimension, low sample size data. Zbl 1069.62097Hall, Peter; Marron, J. S.; Neeman, Amnon 117 2005 Estimation of integrated squared density derivatives. Zbl 0628.62029Hall, Peter; Marron, J. S. 109 1987 SiZer for exploration of structures in curves. Zbl 1072.62556Chaudhuri, Probal; Marron, J. S. 108 1999 Bootstrap simultaneous error bars for nonparametric regression. Zbl 0725.62037Härdle, W.; Marron, J. S. 89 1991 PCA consistency in high dimension, low sample size context. Zbl 1191.62108Jung, Sungkyu; Marron, J. S. 82 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. 81 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 71 1987 Semiparametric comparison of regression curves. Zbl 0703.62053Härdle, W.; Marron, J. S. 69 1990 Transformations in density estimation. (With discussions). Zbl 0742.62046Wand, M. P.; Marron, J. S.; Ruppert, D. 67 1991 On optimal data-based bandwidth selection in kernel density estimation. Zbl 0733.62045Hall, Peter; Sheather, Simon J.; Jones, M. C.; Marron, J. S. 66 1991 Kernel quantile estimators. Zbl 0705.62042Sheather, Simon J.; Marron, J. S. 65 1990 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. 63 1992 A general projection framework for constrained smoothing. Zbl 1059.62535Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P. 62 2001 Overview of object oriented data analysis. Zbl 1309.62008Marron, J. Steve; Alonso, Andrés M. 60 2014 On variance estimation in nonparametric regression. Zbl 0711.62035Hall, Peter; Marron, J. S. 60 1990 Distance-weighted discrimination. Zbl 1332.62213Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun 54 2007 Transformations to reduce boundary bias in kernel density estimation. Zbl 0805.62046Marron, J. S.; Ruppert, D. 52 1994 Object oriented data analysis: sets of trees. Zbl 1126.62002Wang, Haonan; Marron, J. S. 51 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 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 45 2007 Random approximations to some measures of accuracy in nonparametric curve estimation. Zbl 0608.62045Marron, James Stephen; Härdle, Wolfgang 45 1986 A comparison of cross-validation techniques in density estimation. Zbl 0619.62032Marron, J. S. 44 1987 On automatic boundary corrections. Zbl 0890.62026Cheng, Ming-Yen; Fan, Jianqing; Marron, J. S. 43 1997 Variable window width kernel estimates of probability densities. Zbl 0637.62036Hall, Peter; Marron, J. S. 42 1988 Edge-preserving smoothers for image processing. (With discussion). Zbl 0954.62115Chu, C. K.; Glad, I. K.; Godtliebsen, F.; Marron, J. S. 40 1998 Analysis of principal nested spheres. Zbl 1437.62507Jung, Sungkyu; Dryden, Ian L.; Marron, J. S. 39 2012 Lower bounds for bandwidth selection in density estimation. Zbl 0742.62041Hall, Peter; Marron, J. S. 38 1991 Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037Jones, M. C.; Marron, J. S.; Sheather, S. J. 37 1996 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 Biclustering via sparse singular value decomposition. Zbl 1233.62182Lee, Mihee; Shen, Haipeng; Huang, Jianhua Z.; Marron, J. S. 31 2010 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 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 28 2013 Improved variable window kernel estimates of probability densities. Zbl 0822.62026Hall, Peter; Hu, Tien Chung; Marron, J. S. 28 1995 Bandwidth choice for average derivative estimation. Zbl 0781.62044Härdle, W.; Hart, J.; Marron, J. S.; Tsybakov, A. B. 27 1992 The maximal data piling direction for discrimination. Zbl 1182.62134Ahn, Jeongyoun; Marron, J. S. 26 2010 Canonical kernels for density estimation. Zbl 0662.62035Marron, J. S.; Nolan, D. 26 1988 Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S. 26 2010 Functional data analysis of amplitude and phase variation. Zbl 1426.62146Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 26 2015 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. 25 2013 Choice of kernel order in density estimation. Zbl 0637.62035Hall, Peter; Marron, J. S. 24 1988 Principal arc analysis on direct product manifolds. Zbl 1220.62077Jung, Sungkyu; Foskey, Mark; Marron, J. S. 23 2011 Visual error criteria for qualitative smoothing. Zbl 0826.62026Marron, J. S.; Tsybakov, A. B. 23 1995 Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S. 22 2012 Bandwidth choice for density derivatives. Zbl 0699.62036Härdle, Wolfgang; Marron, J. S.; Wand, M. P. 22 1990 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 Equivalence of smoothing parameter selectors in density and intensity estimation. Zbl 0662.62036Diggle, Peter; Marron, J. S. 21 1988 Advanced distribution theory for SiZer. Zbl 1119.62300Hannig, J.; Marron, J. S. 21 2006 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. 19 1991 LASS: a tool for the local analysis of self-similarity. Zbl 1445.62240Stoev, Stilian; Taqqu, Murad S.; Park, Cheolwoo; Michailidis, George; Marron, J. S. 17 2006 Some heuristics of kernel based estimators of ratio functions. Zbl 1380.62156Patil, P. N.; Wells, M. T.; Marron, J. S. 17 1994 A principal component analysis for trees. Zbl 1184.62100Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S. 16 2009 The statistics and mathematics of high dimension low sample size asymptotics. Zbl 1356.62077Shen, Dan; Shen, Haipeng; Zhu, Hongtu; Marron, J. S. 16 2016 Best possibility constant for bandwidth selection. Zbl 0765.62041Fan, Jianqing; Marron, James S. 15 1992 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 On the use of pilot estimators in bandwidth selection. Zbl 1263.62059Park, Byeong U.; Marron, J. S. 14 1992 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. 14 2018 Angle-based joint and individual variation explained. Zbl 1408.62113Feng, Qing; Jiang, Meilei; Hannig, Jan; Marron, J. S. 14 2018 Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100Jung, Sungkyu; Sen, Arusharka; Marron, J. S. 14 2012 M-smoother with local linear fit. Zbl 1011.62044Rue, Håvard; Chu, Chih-Kang; Godtliebsen, Fred; Marron, James Stephen 14 2002 Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo 13 2007 Dependent SiZer: Goodness-of-fit tests for time series models. Zbl 1121.62462Park, Cheolwoo; Marron, J. S.; Rondonotti, Vitaliana 13 2004 Iterated transformation-kernel density estimation. Zbl 0996.62032Yang, Lijian; Marron, James S. 13 1999 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 Statistics of time warpings and phase variations. Zbl 1305.62015Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 10 2014 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. 10 2013 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 SiZer for smoothing splines. Zbl 1091.62001Marron, J. S.; Zhang, Jin-Ting 9 2005 Uniform consistency of automatic and location-adaptive delta-sequence estimators. Zbl 0644.62041Nolan, Deborah; Marron, J. Stephen 9 1989 A general framework for consistency of principal component analysis. Zbl 1392.62177Shen, Dan; Shen, Haipeng; Marron, J. S. 9 2016 Extremal dependence: internet traffic applications. Zbl 1061.62077Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I. 8 2005 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 Proteomics profiles from mass spectrometry. Zbl 1305.62370Koch, Inge; Hoffmann, Peter; Marron, J. S. 8 2014 Partitioned cross-validation. Zbl 0718.62080Marron, J. S. 8 1987 SiZer for jump detection. Zbl 1087.62003Kim, C. S.; Marron, J. S. 8 2006 Convergence properties of an empirical error criterion for multivariate density estimation. Zbl 0616.62064Marron, James Stephen 8 1986 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 Local likelihood siZer map. Zbl 1193.62085Li, Runze; Marron, J. S. 7 2005 Deconvolution estimation of mixture distributions with boundaries. Zbl 1337.62068Lee, Mihee; Hall, Peter; Shen, Haipeng; Marron, J. S.; Tolle, Jon; Burch, Christina 7 2013 Mass recentred kernel smoothers. Zbl 1090.62530Mammen, E.; Marron, J. S. 7 1997 Loss and risk in smoothing parameter selection. Zbl 1380.62148Grund, Birgit; Hall, Peter; Marron, J. S. 6 1994 Object oriented data analysis. Zbl 1476.62008Marron, J. S.; Dryden, Ian L. 1 2022 Joint and individual analysis of breast cancer histologic images and genomic covariates. Zbl 1498.62197Carmichael, Iain; Calhoun, Benjamin C.; Hoadley, Katherine A.; Troester, Melissa A.; Geradts, Joseph; Couture, Heather D.; Olsson, Linnea; Perou, Charles M.; Niethammer, Marc; Hannig, Jan; Marron, J. S. 1 2021 Geometric insights into support vector machine behavior using the KKT conditions. Zbl 1493.62414Carmichael, 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. 14 2018 Angle-based joint and individual variation explained. Zbl 1408.62113Feng, Qing; Jiang, Meilei; Hannig, Jan; Marron, J. S. 14 2018 Relative optimality conditions and algorithms for treespace Fréchet means. Zbl 1395.90239Skwerer, Sean; Provan, Scott; Marron, J. S. 3 2018 Fast algorithms for large-scale generalized distance weighted discrimination. Zbl 07498954Lam, Xin Yee; Marron, J. S.; Sun, Defeng; Toh, Kim-Chuan 3 2018 Eigenvalue significance testing for genetic association. Zbl 1415.62151Zhou, Yi-hui; Marron, J. S.; Wright, Fred A. 2 2018 Data science vs. statistics: two cultures? Zbl 1430.62017Carmichael, Iain; Marron, J. S. 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 The statistics and mathematics of high dimension low sample size asymptotics. Zbl 1356.62077Shen, Dan; Shen, Haipeng; Zhu, Hongtu; Marron, J. S. 16 2016 A general framework for consistency of principal component analysis. Zbl 1392.62177Shen, Dan; Shen, Haipeng; Marron, J. S. 9 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 26 2015 High dimension low sample size asymptotics of robust PCA. Zbl 1307.62160Zhou, Yi-Hui; Marron, J. S. 3 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 “Virus hunting” using radial distance weighted discrimination. Zbl 1397.62477Xiong, Jie; Dittmer, D. P.; 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. 60 2014 Statistics of time warpings and phase variations. Zbl 1305.62015Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 10 2014 Backwards principal component analysis and principal nested relations. Zbl 1308.62124Damon, James; Marron, J. S. 10 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 117 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 28 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. 25 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. 10 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. 3 2013 Visualizing genetic constraints. Zbl 1288.62101Gaydos, Travis L.; Heckman, Nancy E.; Kirkpatrick, Mark; Stinchcombe, J. R.; Schmitt, Johanna; Kingsolver, Joel; 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 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 3 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. 31 2010 The maximal data piling direction for discrimination. Zbl 1182.62134Ahn, Jeongyoun; Marron, J. S. 26 2010 Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S. 26 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. 82 2009 A principal component analysis for trees. Zbl 1184.62100Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S. 16 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 352 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 54 2007 Object oriented data analysis: sets of trees. Zbl 1126.62002Wang, Haonan; Marron, J. S. 51 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 45 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. 17 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 117 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. 62 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. 108 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. 81 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. 43 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. 188 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. 28 1995 Visual error criteria for qualitative smoothing. Zbl 0826.62026Marron, J. S.; Tsybakov, A. B. 23 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 ...and 49 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 3,060 Authors 79 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 16 Cao, Ricardo 16 Fan, Jianqing 15 Härdle, Wolfgang Karl 15 Huckemann, Stephan F. 15 Mammen, Enno 15 Srivastava, Anuj 14 Fraiman, Ricardo 14 Hazelton, Martin L. 14 Li, Qi 14 Rachdi, Mustapha 13 Kim, Taeyoon 13 Nielsen, Jens Perch 12 Cuevas, Antonio 12 Gijbels, Irène 12 Godtliebsen, Fred 12 Jung, Sungkyu 12 Linton, Oliver Bruce 12 Park, Cheolwoo 11 Boente, Graciela 11 Munk, Axel 11 Secchi, Piercesare 11 Tenreiro, Carlos 10 Chacón, José E. 10 Ghosh, Anil Kumar 10 Laksaci, Ali 10 Lin, Lu 10 Politis, Dimitris Nicolas 10 Quintela-Del-Río, Alejandro 10 Shang, Han Lin 10 Shen, Haipeng 9 Ahmad, Ibrahim A. 9 Bagkavos, Dimitrios 9 Bouzebda, Salim 9 Duong, Tarn 9 Naito, Kanta 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 Slaoui, Yousri 8 Sperlich, Stefan 8 Steland, Ansgar 8 Zhu, Lixing 7 Ahn, Jeongyoun 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 Tucker, J. Derek 7 Tyler, David E. 7 Van Keilegom, Ingrid 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, Tianxi 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 ...and 2,960 more Authors all top 5 Cited in 234 Serials 216 Computational Statistics and Data Analysis 166 Journal of Nonparametric Statistics 160 The Annals of Statistics 136 Statistics & Probability Letters 133 Journal of Multivariate Analysis 128 Journal of Statistical Planning and Inference 85 Communications in Statistics. Theory and Methods 70 Electronic Journal of Statistics 64 Journal of Econometrics 56 Journal of Statistical Computation and Simulation 49 The Annals of Applied Statistics 48 Annals of the Institute of Statistical Mathematics 44 Test 43 Computational Statistics 38 Communications in Statistics. Simulation and Computation 35 Journal of the American Statistical Association 33 Journal of Applied Statistics 31 Scandinavian Journal of Statistics 31 Statistics 26 The Canadian Journal of Statistics 25 Journal of the Korean Statistical Society 23 Journal of Computational and Graphical Statistics 22 Bernoulli 21 Statistics and Computing 20 Probability Theory and Related Fields 19 Econometric Reviews 17 Biometrics 16 Biometrical Journal 15 Statistical Science 14 Statistical Papers 13 Econometric Theory 11 Metrika 11 Journal of Time Series Analysis 11 Journal of Mathematical Imaging and Vision 11 Journal of the Royal Statistical Society. Series B. Statistical Methodology 11 Journal of Machine Learning Research (JMLR) 11 Sankhyā. Series A 10 Methodology and Computing in Applied Probability 10 Journal of Statistical Theory and Practice 9 Pattern Recognition 9 Stochastic Processes and their Applications 9 Australian & New Zealand Journal of Statistics 9 Statistical Methods and Applications 9 Statistical Methodology 8 Mathematical Methods of Statistics 8 Comptes Rendus. Mathématique. Académie des Sciences, Paris 7 Acta Mathematicae Applicatae Sinica. English Series 7 Sequential Analysis 7 Economics Letters 7 Statistica Sinica 7 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 7 Statistical Analysis and Data Mining 7 Japanese Journal of Statistics and Data Science 6 Insurance Mathematics & Economics 6 Annals of Operations Research 6 Automation and Remote Control 6 European Journal of Operational Research 6 Statistical Inference for Stochastic Processes 6 Statistical Modelling 6 Advances in Data Analysis and Classification. ADAC 6 AStA. Advances in Statistical Analysis 6 Journal of Probability and Statistics 5 Information Sciences 5 Journal of Computational and Applied Mathematics 5 Machine Learning 5 Extremes 5 Journal of Agricultural, Biological, and Environmental Statistics 4 Computer Methods in Applied Mechanics and Engineering 4 Physica A 4 Applied Mathematics and Computation 4 Journal of Classification 4 Lifetime Data Analysis 4 Far East Journal of Theoretical Statistics 4 The Econometrics Journal 4 SIAM Journal on Financial Mathematics 3 Advances in Applied Probability 3 Journal of Computational Physics 3 International Statistical Review 3 Mathematics and Computers in Simulation 3 International Journal of Approximate Reasoning 3 Neural Networks 3 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 3 Computational Optimization and Applications 3 Journal of Mathematical Sciences (New York) 3 Quantitative Finance 3 Journal of Systems Science and Complexity 3 Stochastic Models 3 International Journal of Wavelets, Multiresolution and Information Processing 3 Mathematical Geosciences 3 \(p\)-Adic Numbers, Ultrametric Analysis, and Applications 3 Journal of Theoretical Biology 3 Bayesian Analysis 2 Discrete Applied Mathematics 2 Journal of the Franklin Institute 2 Mathematical Biosciences 2 Psychometrika 2 International Journal for Numerical Methods in Engineering 2 Kybernetika 2 Operations Research 2 Statistica Neerlandica ...and 134 more Serials all top 5 Cited in 46 Fields 2,248 Statistics (62-XX) 353 Numerical analysis (65-XX) 193 Probability theory and stochastic processes (60-XX) 102 Computer science (68-XX) 80 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 60 Biology and other natural sciences (92-XX) 48 Operations research, mathematical programming (90-XX) 37 Harmonic analysis on Euclidean spaces (42-XX) 36 Information and communication theory, circuits (94-XX) 20 Combinatorics (05-XX) 20 Linear and multilinear algebra; matrix theory (15-XX) 18 Differential geometry (53-XX) 15 Geophysics (86-XX) 14 Systems theory; control (93-XX) 11 Partial differential equations (35-XX) 10 Functional analysis (46-XX) 8 Approximations and expansions (41-XX) 8 Mechanics of deformable solids (74-XX) 8 Statistical mechanics, structure of matter (82-XX) 7 General and overarching topics; collections (00-XX) 7 Ordinary differential equations (34-XX) 7 Global analysis, analysis on manifolds (58-XX) 6 Calculus of variations and optimal control; optimization (49-XX) 6 Convex and discrete geometry (52-XX) 4 Real functions (26-XX) 4 Dynamical systems and ergodic theory (37-XX) 4 Algebraic topology (55-XX) 4 Fluid mechanics (76-XX) 4 Astronomy and astrophysics (85-XX) 3 Integral equations (45-XX) 3 Geometry (51-XX) 3 Mathematics education (97-XX) 2 Functions of a complex variable (30-XX) 2 Several complex variables and analytic spaces (32-XX) 2 Special functions (33-XX) 2 Integral transforms, operational calculus (44-XX) 2 Operator theory (47-XX) 2 General topology (54-XX) 2 Manifolds and cell complexes (57-XX) 1 History and biography (01-XX) 1 Number theory (11-XX) 1 Algebraic geometry (14-XX) 1 Topological groups, Lie groups (22-XX) 1 Measure and integration (28-XX) 1 Optics, electromagnetic theory (78-XX) 1 Quantum theory (81-XX) Citations by Year