Edit Profile (opens in new tab) Marron, James Stephen Co-Author Distance 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: 173 Publications since 1983, including 1 Book and 2 Additional arXiv Preprints 2 Contributions as Editor · 2 Further Contributions Co-Authors: 183 Co-Authors with 160 Joint Publications 4,835 Co-Co-Authors all top 5 Co-Authors 15 single-authored 22 Hall, Peter Gavin 11 Härdle, Wolfgang Karl 10 Liu, Yufeng 10 Shen, Haipeng 8 Jung, Sungkyu 6 Park, Cheolwoo 6 Shen, Dan 5 Godtliebsen, Fred 5 Hannig, Jan 5 Mammen, Enno 5 Park, Byeong Uk 5 Pizer, Stephen M. 5 Wand, Matthew P. 4 Bullitt, Elizabeth 4 Chu, Chih-Kang 4 Damon, James Norman 4 Fan, Jianqing 4 Fisher, Nicholas I. 4 Hayes, David Neil 4 Hernandez-Campos, Felix 4 Hoadley, Katherine A. 4 Huckemann, Stephan F. 4 Jones, Michael Chris 4 Lee, Mihee 4 Lu, Xiaosun 4 Nobel, Andrew B. 4 Sheather, Simon J. 4 Titterington, D. Michael 4 Wang, Haonan 4 Zhou, Yihui 4 Zhu, Hongtu 3 Ahn, Jeongyoun 3 Aydın, Burcu 3 Carmichael, Iain 3 Huang, Hanwen 3 Koch, Inge 3 Miller, Ezra 3 Schulz, Jörn 3 Skwerer, Sean 3 Smith, F. Donelson 2 Alonso, Andrés M. 2 Burch, Christina 2 Chaudhuri, Probal 2 Dryden, Ian L. 2 Foskey, Mark 2 Hoffmann, Peter 2 Jeffay, Kevin 2 Kent, John T. 2 Kimes, Patrick K. 2 Ladha, Alim 2 Li, Runze 2 Liu, Zhiyuan 2 Lock, Eric F. 2 Nolan, Deborah 2 Owen, Megan 2 Pataki, Gábor 2 Patrangenaru, Victor 2 Perou, Charles M. 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 Srivastava, Anuj 2 Stoev, Stilian A. 2 Styner, Martin 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, Kai 2 Zhang, Lingsong 2 Zhang, Wenyang 2 Zou, Hui 1 Adragni, Kofi Placid 1 Ahmad, Amir A. 1 Aldershof, Brian 1 An, Hyowon 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 ...and 168 more Co-Authors all top 5 Serials 19 The Annals of Statistics 19 Journal of the American Statistical Association 13 Electronic Journal of Statistics 12 The Annals of Applied Statistics 10 Biometrika 10 Computational Statistics and Data Analysis 8 Journal of Multivariate Analysis 8 Journal of Nonparametric Statistics 7 Probability Theory and Related Fields 5 Statistics & Probability Letters 4 Biometrics 4 Computational Statistics 4 Journal of Mathematical Imaging and Vision 4 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Statistical Science 3 Journal of the Royal Statistical Society. Series B 3 Statistica Sinica 2 Biometrical Journal 2 Journal of Statistical Planning and Inference 2 Test 2 Journal of Applied Statistics 2 Journal of Computational and Graphical 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 Sankhyā 1 Japanese Journal of Statistics and Data Science all top 5 Fields 167 Statistics (62-XX) 19 Numerical analysis (65-XX) 13 Biology and other natural sciences (92-XX) 10 Computer science (68-XX) 8 Probability theory and stochastic processes (60-XX) 4 Operations research, mathematical programming (90-XX) 4 Information and communication theory, circuits (94-XX) 3 Harmonic analysis on Euclidean spaces (42-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 154 Publications have been cited 4,219 times in 2,585 Documents Cited by ▼ Year ▼ Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187 Fan, Jianqing; Lv, Jinchi 548 2008 Exact mean integrated squared error. Zbl 0746.62040 Marron, J. S.; Wand, M. P. 264 1992 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138 Fan, Jianqing; Liao, Yuan; Mincheva, Martina 201 2013 A brief survey of bandwidth selection for density estimation. Zbl 0873.62040 Jones, M. C.; Marron, J. S.; Sheather, S. J. 200 1996 Optimal bandwidth selection in nonparametric regression function estimation. Zbl 0594.62043 Härdle, Wolfgang; Marron, James Stephen 163 1985 How far are automatically chosen regression smoothing parameters from their optimum? Zbl 0644.62048 Härdle, Wolfgang; Hall, Peter; Marron, J. S. 134 1988 Geometric representation of high dimension, low sample size data. Zbl 1069.62097 Hall, Peter; Marron, J. S.; Neeman, Amnon 125 2005 SiZer for exploration of structures in curves. Zbl 1072.62556 Chaudhuri, Probal; Marron, J. S. 114 1999 Estimation of integrated squared density derivatives. Zbl 0628.62029 Hall, Peter; Marron, J. S. 114 1987 Bootstrap simultaneous error bars for nonparametric regression. Zbl 0725.62037 Härdle, W.; Marron, J. S. 93 1991 Robust principal component analysis for functional data. (With comments). Zbl 0980.62049 Locantore, N.; Marron, J. S.; Simpson, D. G.; Tripoli, N.; Zhang, J. T.; Cohen, K. L. 91 1999 PCA consistency in high dimension, low sample size context. Zbl 1191.62108 Jung, Sungkyu; Marron, J. S. 86 2009 Scale space view of curve estimation. Zbl 1106.62318 Chaudhuri, Probal; Marron, J. S. 76 2000 Extent to which least-squares cross-validation minimises integrated square error in nonparametric density estimation. Zbl 0588.62052 Hall, Peter; Marron, James Stephen 75 1987 Transformations in density estimation. (With discussions). Zbl 0742.62046 Wand, M. P.; Marron, J. S.; Ruppert, D. 74 1991 Kernel quantile estimators. Zbl 0705.62042 Sheather, Simon J.; Marron, J. S. 72 1990 Overview of object oriented data analysis. Zbl 1309.62008 Marron, J. Steve; Alonso, Andrés M. 71 2014 Semiparametric comparison of regression curves. Zbl 0703.62053 Härdle, W.; Marron, J. S. 70 1990 A general projection framework for constrained smoothing. Zbl 1059.62535 Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P. 68 2001 On optimal data-based bandwidth selection in kernel density estimation. Zbl 0733.62045 Hall, Peter; Sheather, Simon J.; Jones, M. C.; Marron, J. S. 68 1991 Asymptotically optimal bandwidth selection for kernel density estimators from randomly right-censored samples. Zbl 0657.62038 Marron, J. S.; Padgett, W. J. 65 1987 Smoothed cross-validation. Zbl 0742.62042 Hall, Peter; Marron, J. S.; Park, Byeong U. 65 1992 On variance estimation in nonparametric regression. Zbl 0711.62035 Hall, Peter; Marron, J. S. 61 1990 Distance-weighted discrimination. Zbl 1332.62213 Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun 60 2007 Transformations to reduce boundary bias in kernel density estimation. Zbl 0805.62046 Marron, J. S.; Ruppert, D. 57 1994 Object oriented data analysis: sets of trees. Zbl 1126.62002 Wang, Haonan; Marron, J. S. 53 2007 Comparison of two bandwidth selectors with dependent errors. Zbl 0738.62042 Chu, C.-K.; Marron, J. S. 51 1991 The high-dimension, low-sample-size geometric representation holds under mild conditions. Zbl 1135.62039 Ahn, Jeongyoun; Marron, J. S.; Muller, Keith M.; Chi, Yueh-Yun 48 2007 Choosing a kernel regression estimator. With comments and a rejoinder by the authors. Zbl 0955.62561 Chu, C.-K.; Marron, J. S. 47 1991 A simple root \(n\) bandwidth selector. Zbl 0745.62033 Jones, M. C.; Marron, J. S.; Park, B. U. 47 1991 On automatic boundary corrections. Zbl 0890.62026 Cheng, Ming-Yen; Fan, Jianqing; Marron, J. S. 46 1997 Random approximations to some measures of accuracy in nonparametric curve estimation. Zbl 0608.62045 Marron, James Stephen; Härdle, Wolfgang 46 1986 Analysis of principal nested spheres. Zbl 1437.62507 Jung, Sungkyu; Dryden, Ian L.; Marron, J. S. 46 2012 A comparison of cross-validation techniques in density estimation. Zbl 0619.62032 Marron, J. S. 44 1987 Variable window width kernel estimates of probability densities. Zbl 0637.62036 Hall, Peter; Marron, J. S. 43 1988 Edge-preserving smoothers for image processing. (With discussion). Zbl 0954.62115 Chu, C. K.; Glad, I. K.; Godtliebsen, F.; Marron, J. S. 42 1998 Joint and individual variation explained (JIVE) for integrated analysis of multiple data types. Zbl 1454.62355 Lock, Eric F.; Hoadley, Katherine A.; Marron, J. S.; Nobel, Andrew B. 41 2013 Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037 Jones, M. C.; Marron, J. S.; Sheather, S. J. 40 1996 Lower bounds for bandwidth selection in density estimation. Zbl 0742.62041 Hall, Peter; Marron, J. S. 39 1991 Biclustering via sparse singular value decomposition. Zbl 1233.62182 Lee, Mihee; Shen, Haipeng; Huang, Jianhua Z.; Marron, J. S. 37 2010 Sticky central limit theorems on open books. Zbl 1293.60006 Hotz, Thomas; Huckemann, Stephan; Le, Huiling; Marron, J. S.; Mattingly, Jonathan C.; Miller, Ezra; Nolen, James; Owen, Megan; Patrangenaru, Vic; Skwerer, Sean 36 2013 Some asymptotics for multimodality tests based on kernel density estimates. Zbl 0745.62048 Mammen, E.; Marron, J. S.; Fisher, N. I. 34 1992 Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110 Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S. 33 2012 On the amount of noise inherent in bandwidth selection for a kernel density estimator. Zbl 0667.62022 Hall, Peter; Marron, J. S. 33 1987 An asymptotically efficient solution to the bandwidth problem of kernel density estimation. Zbl 0585.62073 Marron, James Stephen 33 1985 Functional data analysis of amplitude and phase variation. Zbl 1426.62146 Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 33 2015 Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Zbl 0880.62045 González-Manteiga, W.; Cao, R.; Marron, J. S. 32 1996 Improved variable window kernel estimates of probability densities. Zbl 0822.62026 Hall, Peter; Hu, Tien Chung; Marron, J. S. 32 1995 Regression smoothing parameters that are not far from their optimum. Zbl 0850.62352 Härdle, W.; Hall, P.; Marron, J. S. 30 1992 Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227 Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S. 28 2010 Canonical kernels for density estimation. Zbl 0662.62035 Marron, J. S.; Nolan, D. 27 1988 Bandwidth choice for average derivative estimation. Zbl 0781.62044 Härdle, W.; Hart, J.; Marron, J. S.; Tsybakov, A. B. 27 1992 Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079 Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S. 27 2008 Principal arc analysis on direct product manifolds. Zbl 1220.62077 Jung, Sungkyu; Foskey, Mark; Marron, J. S. 26 2011 The maximal data piling direction for discrimination. Zbl 1182.62134 Ahn, Jeongyoun; Marron, J. S. 26 2010 Choice of kernel order in density estimation. Zbl 0637.62035 Hall, Peter; Marron, J. S. 24 1988 Equivalence of smoothing parameter selectors in density and intensity estimation. Zbl 0662.62036 Diggle, Peter; Marron, J. S. 23 1988 Visual error criteria for qualitative smoothing. Zbl 0826.62026 Marron, J. S.; Tsybakov, A. B. 23 1995 Angle-based joint and individual variation explained. Zbl 1408.62113 Feng, Qing; Jiang, Meilei; Hannig, Jan; Marron, J. S. 22 2018 Advanced distribution theory for SiZer. Zbl 1119.62300 Hannig, J.; Marron, J. S. 22 2006 Bandwidth choice for density derivatives. Zbl 0699.62036 Härdle, Wolfgang; Marron, J. S.; Wand, M. P. 22 1990 Local minima in cross-validation functions. Zbl 0800.62216 Hall, Peter; Marron, J. S. 20 1991 Consistency of sparse PCA in high dimension, low sample size contexts. Zbl 1258.62072 Shen, Dan; Shen, Haipeng; Marron, J. S. 20 2013 Bootstrap bandwidth selection. Zbl 0838.62029 Marron, J. S. 19 1992 A survey of high dimension low sample size asymptotics. Zbl 1462.62368 Aoshima, Makoto; Shen, Dan; Shen, Haipeng; Yata, Kazuyoshi; Zhou, Yi-Hui; Marron, J. S. 18 2018 The statistics and mathematics of high dimension low sample size asymptotics. Zbl 1356.62077 Shen, Dan; Shen, Haipeng; Zhu, Hongtu; Marron, J. S. 18 2016 A general framework for consistency of principal component analysis. Zbl 1392.62177 Shen, Dan; Shen, Haipeng; Marron, J. S. 18 2016 LASS: a tool for the local analysis of self-similarity. Zbl 1445.62240 Stoev, Stilian; Taqqu, Murad S.; Park, Cheolwoo; Michailidis, George; Marron, J. S. 17 2006 Some heuristics of kernel based estimators of ratio functions. Zbl 1380.62156 Patil, P. N.; Wells, M. T.; Marron, J. S. 17 1994 The functional data analysis view of longitudinal data. Zbl 1073.62001 Zhao, Xin; Marron, J. S.; Wells, Martin T. 17 2004 Fast algorithms for large-scale generalized distance weighted discrimination. Zbl 07498954 Lam, Xin Yee; Marron, J. S.; Sun, Defeng; Toh, Kim-Chuan 17 2018 A principal component analysis for trees. Zbl 1184.62100 Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S. 17 2009 Mode testing via the excess mass estimate. Zbl 0985.62034 Fisher, N. I.; Marron, J. S. 16 2001 Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371 Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo 16 2007 Best possibility constant for bandwidth selection. Zbl 0765.62041 Fan, Jianqing; Marron, James S. 15 1992 On the use of pilot estimators in bandwidth selection. Zbl 1263.62059 Park, Byeong U.; Marron, J. S. 14 1992 Dependent SiZer: Goodness-of-fit tests for time series models. Zbl 1121.62462 Park, Cheolwoo; Marron, J. S.; Rondonotti, Vitaliana 14 2004 M-smoother with local linear fit. Zbl 1011.62044 Rue, Håvard; Chu, Chih-Kang; Godtliebsen, Fred; Marron, James Stephen 14 2002 Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100 Jung, Sungkyu; Sen, Arusharka; Marron, J. S. 14 2012 Iterated transformation-kernel density estimation. Zbl 0996.62032 Yang, Lijian; Marron, James S. 13 1999 Nested sphere statistics of skeletal models. Zbl 1314.68357 Pizer, Stephen M.; Jung, Sungkyu; Goswami, Dibyendusekhar; Vicory, Jared; Zhao, Xiaojie; Chaudhuri, Ritwik; Damon, James N.; Huckemann, Stephan; Marron, J. S. 13 2013 Backwards principal component analysis and principal nested relations. Zbl 1308.62124 Damon, James; Marron, J. S. 13 2014 Testing for multimodality. Zbl 0900.62227 Fisher, N. I.; Mammen, E.; Marron, J. S. 12 1994 Fast and simple scatterplot smoothing. Zbl 0875.62015 Härdle, W.; Marron, J. S. 11 1995 Extremal dependence: internet traffic applications. Zbl 1061.62077 Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I. 10 2005 SiZer for smoothing splines. Zbl 1091.62001 Marron, J. S.; Zhang, Jin-Ting 10 2005 SiZer for length biased, censored density and hazard estimation. Zbl 1040.62026 Marron, J. S.; de Uña-Álvarez, Jacobo 10 2004 Statistics of time warpings and phase variations. Zbl 1305.62015 Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 10 2014 Uniform consistency of automatic and location-adaptive delta-sequence estimators. Zbl 0644.62041 Nolan, Deborah; Marron, J. Stephen 9 1989 A scale-based approach to finding effective dimensionality in manifold learning. Zbl 1320.62115 Wang, Xiaohui; Marron, J. Steve 9 2008 Facts about the Gaussian probability density function. Zbl 0844.60007 Aldershof, B.; Marron, J. S.; Park, B. U.; Wand, M. P. 9 1995 SiZer for jump detection. Zbl 1087.62003 Kim, C. S.; Marron, J. S. 9 2006 Partitioned cross-validation. Zbl 0718.62080 Marron, J. S. 9 1987 Visualization and inference based on wavelet coefficients, SiZer and SiNos. Zbl 1445.62236 Park, Cheolwoo; Godtliebsen, Fred; Taqqu, Murad; Stoev, Stilian; Marron, J. S. 8 2007 Proteomics profiles from mass spectrometry. Zbl 1305.62370 Koch, Inge; Hoffmann, Peter; Marron, J. S. 8 2014 Asymptotic optimality of the least-squares cross-validation bandwidth for kernel estimates of intensity functions. Zbl 0724.62084 Brooks, Maria Mori; Marron, J. Stephen 8 1991 Local likelihood siZer map. Zbl 1193.62085 Li, Runze; Marron, J. S. 8 2005 Direct deconvolution density estimation of a mixture distribution motivated by mutation effects distribution. Zbl 1182.62073 Lee, Mihee; Shen, Haipeng; Burch, Christina; Marron, J. S. 8 2010 Mass recentred kernel smoothers. Zbl 1090.62530 Mammen, E.; Marron, J. S. 7 1997 Convergence properties of an empirical error criterion for multivariate density estimation. Zbl 0616.62064 Marron, James Stephen 7 1986 Object oriented data analysis. Zbl 1476.62008 Marron, J. S.; Dryden, Ian L. 4 2022 Geometric insights into support vector machine behavior using the KKT conditions. Zbl 1493.62414 Carmichael, Iain; Marron, J. S. 2 2021 Joint and individual analysis of breast cancer histologic images and genomic covariates. Zbl 1498.62197 Carmichael, 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 Object shape representation via skeletal models (s-reps) and statistical analysis. Zbl 1451.92187 Pizer, Stephen M.; Hong, Junpyo; Vicory, Jared; Liu, Zhiyuan; Marron, J. S.; Choi, Hyo-young; Damon, James; Jung, Sungkyu; Paniagua, Beatriz; Schulz, Jörn; Sharma, Ankur; Tu, Liyun; Wang, Jiyao 1 2020 Angle-based joint and individual variation explained. Zbl 1408.62113 Feng, Qing; Jiang, Meilei; Hannig, Jan; Marron, J. S. 22 2018 A survey of high dimension low sample size asymptotics. Zbl 1462.62368 Aoshima, Makoto; Shen, Dan; Shen, Haipeng; Yata, Kazuyoshi; Zhou, Yi-Hui; Marron, J. S. 18 2018 Fast algorithms for large-scale generalized distance weighted discrimination. Zbl 07498954 Lam, Xin Yee; Marron, J. S.; Sun, Defeng; Toh, Kim-Chuan 17 2018 Eigenvalue significance testing for genetic association. Zbl 1415.62151 Zhou, Yi-hui; Marron, J. S.; Wright, Fred A. 4 2018 Relative optimality conditions and algorithms for treespace Fréchet means. Zbl 1395.90239 Skwerer, Sean; Provan, Scott; Marron, J. S. 4 2018 Data science vs. statistics: two cultures? Zbl 1430.62017 Carmichael, Iain; Marron, J. S. 4 2018 Computation of ancestry scores with mixed families and unrelated individuals. Zbl 1415.62150 Zhou, Yi-hui; Marron, James S.; Wright, Fred A. 1 2018 Statistical significance for hierarchical clustering. Zbl 1522.62165 Kimes, Patrick K.; Liu, Yufeng; Hayes, David Neil; Marron, James Stephen 5 2017 The statistics and mathematics of high dimension low sample size asymptotics. Zbl 1356.62077 Shen, Dan; Shen, Haipeng; Zhu, Hongtu; Marron, J. S. 18 2016 A general framework for consistency of principal component analysis. Zbl 1392.62177 Shen, Dan; Shen, Haipeng; Marron, J. S. 18 2016 Non-linear hypothesis testing of geometric object properties of shapes applied to hippocampi. Zbl 1338.92063 Schulz, Jörn; Pizer, Stephen M.; Marron, J. S.; Godtliebsen, Fred 3 2016 Significance testing in clustering. Zbl 1396.62141 Huang, Hanwen; Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S.; Hennig, Christian 1 2016 Functional data analysis of amplitude and phase variation. Zbl 1426.62146 Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 33 2015 High dimension low sample size asymptotics of robust PCA. Zbl 1307.62160 Zhou, Yi-Hui; Marron, J. S. 4 2015 Least squares sieve estimation of mixture distributions with boundary effects. Zbl 1328.62246 Lee, Mihee; Wang, Ling; Shen, Haipeng; Hall, Peter; Guo, Guang; Marron, J. S. 2 2015 “Virus hunting” using radial distance weighted discrimination. Zbl 1397.62477 Xiong, Jie; Dittmer, D. P.; Marron, J. S. 2 2015 Nested nonnegative cone analysis. Zbl 1468.62228 Zhang, Lingsong; Lu, Shu; Marron, J. S. 1 2015 Overview of object oriented data analysis. Zbl 1309.62008 Marron, J. Steve; Alonso, Andrés M. 71 2014 Backwards principal component analysis and principal nested relations. Zbl 1308.62124 Damon, James; Marron, J. S. 13 2014 Statistics of time warpings and phase variations. Zbl 1305.62015 Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 10 2014 Proteomics profiles from mass spectrometry. Zbl 1305.62370 Koch, Inge; Hoffmann, Peter; Marron, J. S. 8 2014 Tree-oriented analysis of brain artery structure. Zbl 1303.92054 Skwerer, 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 1278.62093 Borysov, Petro; Hannig, Jan; Marron, J. S. 6 2014 Analysis of spike train data: comparison between the real and the simulated data. Zbl 1305.62330 Lu, Xiaosun; Marron, J. S. 4 2014 Object oriented data analysis: open problems regarding manifolds. Zbl 1430.62271 Marron, J. S. 2 2014 Analysis of proteomics data: impact of alignment on classification. Zbl 1305.62372 Lu, Xiaosun; Koch, Inge; Marron, J. S. 2 2014 Multiresolution anomaly detection method for fractional Gaussian noise. Zbl 1514.62971 Zhang, Lingsong; Zhu, Zhengyuan; Marron, J. S. 1 2014 Analysis of juggling data: object oriented data analysis of clustering in acceleration functions. Zbl 1305.62014 Lu, Xiaosun; Marron, J. S. 1 2014 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138 Fan, Jianqing; Liao, Yuan; Mincheva, Martina 201 2013 Joint and individual variation explained (JIVE) for integrated analysis of multiple data types. Zbl 1454.62355 Lock, Eric F.; Hoadley, Katherine A.; Marron, J. S.; Nobel, Andrew B. 41 2013 Sticky central limit theorems on open books. Zbl 1293.60006 Hotz, Thomas; Huckemann, Stephan; Le, Huiling; Marron, J. S.; Mattingly, Jonathan C.; Miller, Ezra; Nolen, James; Owen, Megan; Patrangenaru, Vic; Skwerer, Sean 36 2013 Consistency of sparse PCA in high dimension, low sample size contexts. Zbl 1258.62072 Shen, Dan; Shen, Haipeng; Marron, J. S. 20 2013 Nested sphere statistics of skeletal models. Zbl 1314.68357 Pizer, Stephen M.; Jung, Sungkyu; Goswami, Dibyendusekhar; Vicory, Jared; Zhao, Xiaojie; Chaudhuri, Ritwik; Damon, James N.; Huckemann, Stephan; Marron, J. S. 13 2013 Deconvolution estimation of mixture distributions with boundaries. Zbl 1337.62068 Lee, 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 1259.62052 Bolivar-Cime, A.; Marron, J. S. 3 2013 Visualizing genetic constraints. Zbl 1288.62101 Gaydos, 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 1454.62425 Yuan, Ying; Zhu, Hongtu; Styner, Martin; Gilmore, John H.; Marron, J. S. 2 2013 Analysis of principal nested spheres. Zbl 1437.62507 Jung, Sungkyu; Dryden, Ian L.; Marron, J. S. 46 2012 Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110 Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S. 33 2012 Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100 Jung, Sungkyu; Sen, Arusharka; Marron, J. S. 14 2012 Bidirectional discrimination with application to data visualization. Zbl 1452.62449 Huang, Hanwen; Liu, Yufeng; Marron, J. S. 6 2012 A nonparametric regression model with tree-structured response. Zbl 1258.62054 Wang, Yuan; Marron, J. S.; Aydin, Burcu; Ladha, Alim; Bullitt, Elizabeth; Wang, Haonan 3 2012 Principal arc analysis on direct product manifolds. Zbl 1220.62077 Jung, Sungkyu; Foskey, Mark; Marron, J. S. 26 2011 Visualizing the structure of large trees. Zbl 1274.62049 Aydın, 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 1228.62072 Samarov, Daniel; Marron, J. S.; Liu, Yufeng; Grulke, Christopher; Tropsha, Alexander 2 2011 Comment. Zbl 05998594 Lock, E. F.; Nobel, A. B.; Marron, J. S. 2 2011 Biclustering via sparse singular value decomposition. Zbl 1233.62182 Lee, Mihee; Shen, Haipeng; Huang, Jianhua Z.; Marron, J. S. 37 2010 Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227 Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S. 28 2010 The maximal data piling direction for discrimination. Zbl 1182.62134 Ahn, Jeongyoun; Marron, J. S. 26 2010 Direct deconvolution density estimation of a mixture distribution motivated by mutation effects distribution. Zbl 1182.62073 Lee, Mihee; Shen, Haipeng; Burch, Christina; Marron, J. S. 8 2010 PCA consistency in high dimension, low sample size context. Zbl 1191.62108 Jung, Sungkyu; Marron, J. S. 86 2009 A principal component analysis for trees. Zbl 1184.62100 Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S. 17 2009 Robust centroid based classification with minimum error rates for high dimension, low sample size data. Zbl 1162.62058 Jiang, Jiancheng; Marron, J. S.; Jiang, Xuejun 2 2009 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187 Fan, Jianqing; Lv, Jinchi 548 2008 Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079 Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S. 27 2008 A scale-based approach to finding effective dimensionality in manifold learning. Zbl 1320.62115 Wang, Xiaohui; Marron, J. Steve 9 2008 Distance-weighted discrimination. Zbl 1332.62213 Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun 60 2007 Object oriented data analysis: sets of trees. Zbl 1126.62002 Wang, Haonan; Marron, J. S. 53 2007 The high-dimension, low-sample-size geometric representation holds under mild conditions. Zbl 1135.62039 Ahn, Jeongyoun; Marron, J. S.; Muller, Keith M.; Chi, Yueh-Yun 48 2007 Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371 Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo 16 2007 Visualization and inference based on wavelet coefficients, SiZer and SiNos. Zbl 1445.62236 Park, Cheolwoo; Godtliebsen, Fred; Taqqu, Murad; Stoev, Stilian; Marron, J. S. 8 2007 Analysis of nonlinear modes of variation for functional data. Zbl 1320.62175 Izem, Rima; Marron, J. S. 2 2007 Advanced distribution theory for SiZer. Zbl 1119.62300 Hannig, J.; Marron, J. S. 22 2006 LASS: a tool for the local analysis of self-similarity. Zbl 1445.62240 Stoev, Stilian; Taqqu, Murad S.; Park, Cheolwoo; Michailidis, George; Marron, J. S. 17 2006 SiZer for jump detection. Zbl 1087.62003 Kim, C. S.; Marron, J. S. 9 2006 Geometric representation of high dimension, low sample size data. Zbl 1069.62097 Hall, Peter; Marron, J. S.; Neeman, Amnon 125 2005 Extremal dependence: internet traffic applications. Zbl 1061.62077 Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I. 10 2005 SiZer for smoothing splines. Zbl 1091.62001 Marron, J. S.; Zhang, Jin-Ting 10 2005 Local likelihood siZer map. Zbl 1193.62085 Li, Runze; Marron, J. S. 8 2005 The functional data analysis view of longitudinal data. Zbl 1073.62001 Zhao, Xin; Marron, J. S.; Wells, Martin T. 17 2004 Dependent SiZer: Goodness-of-fit tests for time series models. Zbl 1121.62462 Park, Cheolwoo; Marron, J. S.; Rondonotti, Vitaliana 14 2004 SiZer for length biased, censored density and hazard estimation. Zbl 1040.62026 Marron, J. S.; de Uña-Álvarez, Jacobo 10 2004 A SiZer analysis of IP flow start times. Zbl 1268.60067 Marron, J. S.; Hernandez-Campos, Felix; Smith, F. D. 2 2004 M-smoother with local linear fit. Zbl 1011.62044 Rue, Håvard; Chu, Chih-Kang; Godtliebsen, Fred; Marron, James Stephen 14 2002 A general projection framework for constrained smoothing. Zbl 1059.62535 Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P. 68 2001 Mode testing via the excess mass estimate. Zbl 0985.62034 Fisher, N. I.; Marron, J. S. 16 2001 Intuitive, localized analysis of shape variability. Zbl 0982.68672 Yushkevich, Paul; Pizer, Stephen M.; Joshi, Sarang; Marron, J. S. 3 2001 Presentation of smoothers: the family approach. Zbl 1007.62027 Marron, J. S.; Chung, S. S. 3 2001 Scale space view of curve estimation. Zbl 1106.62318 Chaudhuri, Probal; Marron, J. S. 76 2000 Wavelet estimation using Bayesian basis selection and basis averaging. Zbl 0970.62020 Kohn, Robert; Marron, J. S.; Yau, Paul 3 2000 SiZer for exploration of structures in curves. Zbl 1072.62556 Chaudhuri, Probal; Marron, J. S. 114 1999 Robust principal component analysis for functional data. (With comments). Zbl 0980.62049 Locantore, N.; Marron, J. S.; Simpson, D. G.; Tripoli, N.; Zhang, J. T.; Cohen, K. L. 91 1999 Iterated transformation-kernel density estimation. Zbl 0996.62032 Yang, Lijian; Marron, James S. 13 1999 An assessment of finite sample performance of adaptive methods in density estimation. Zbl 1061.62526 Farmen, Mark; Marron, J. S. 6 1999 Effective writing in mathematical statistics. Zbl 1069.62501 Marron, J. S. 1 1999 Edge-preserving smoothers for image processing. (With discussion). Zbl 0954.62115 Chu, C. K.; Glad, I. K.; Godtliebsen, F.; Marron, J. S. 42 1998 Assessing bandwidth selectors with visual error criteria. Zbl 0923.62044 Marron, J. S. 2 1998 On automatic boundary corrections. Zbl 0890.62026 Cheng, Ming-Yen; Fan, Jianqing; Marron, J. S. 46 1997 Mass recentred kernel smoothers. Zbl 1090.62530 Mammen, E.; Marron, J. S. 7 1997 Curve estimation when the design density is low. Zbl 0874.62037 Hall, Peter; Marron, J. S.; Neumann, M. H.; Titterington, D. M. 6 1997 A nonlinear Gaussian filter applied to images with discontinuities. Zbl 0885.62111 Godtliebsen, F.; Spjøtvoll, E.; Marron, J. S. 4 1997 On the role of the shrinkage parameter in local linear smoothing. Zbl 0883.62040 Hall, Peter; Marron, J. Stephen 4 1997 A brief survey of bandwidth selection for density estimation. Zbl 0873.62040 Jones, M. C.; Marron, J. S.; Sheather, S. J. 200 1996 Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037 Jones, M. C.; Marron, J. S.; Sheather, S. J. 40 1996 Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Zbl 0880.62045 González-Manteiga, W.; Cao, R.; Marron, J. S. 32 1996 Improved variable window kernel estimates of probability densities. Zbl 0822.62026 Hall, Peter; Hu, Tien Chung; Marron, J. S. 32 1995 ...and 54 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 3,426 Authors 84 Marron, James Stephen 50 Hall, Peter Gavin 34 Park, Byeong Uk 33 Vieu, Philippe 25 Aoshima, Makoto 25 Yata, Kazuyoshi 22 Müller, Hans-Georg 21 Jones, Michael Chris 19 Dette, Holger 18 Wand, Matthew P. 17 Cao, Ricardo 17 González-Manteiga, Wenceslao 17 Huckemann, Stephan F. 17 Mammen, Enno 16 Fan, Jianqing 15 Härdle, Wolfgang Karl 15 Jung, Sungkyu 15 Li, Qi 15 Rachdi, Mustapha 15 Srivastava, Anuj 14 Bouzebda, Salim 14 Fraiman, Ricardo 14 Hazelton, Martin L. 13 Kim, Taeyoon 13 Nielsen, Jens Perch 13 Park, Cheolwoo 12 Cuevas, Antonio 12 Ghosh, Anil Kumar 12 Gijbels, Irène 12 Godtliebsen, Fred 12 Linton, Oliver Bruce 12 Shang, Han Lin 11 Boente, Graciela 11 Chacón, José E. 11 Laksaci, Ali 11 Munk, Axel 11 Politis, Dimitris Nicolas 11 Secchi, Piercesare 11 Slaoui, Yousri 11 Tenreiro, Carlos 10 Bagkavos, Dimitrios 10 Lin, Lu 10 Liu, Yufeng 10 Naito, Kanta 10 Quintela-Del-Río, Alejandro 10 Shen, Haipeng 10 Sperlich, Stefan 9 Ahmad, Ibrahim A. 9 Duong, Tarn 9 Henderson, Daniel J. 9 Parmeter, Christopher F. 9 Schick, Anton 9 Tsybakov, Alexandre B. 9 Vantini, Simone 8 Ahn, Jeongyoun 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 Steland, Ansgar 8 Van Keilegom, Ingrid 8 Zhu, Lixing 7 Cai, Tianxi 7 Cai, Tony Tony 7 de Uña-Álvarez, Jacobo 7 Delaigle, Aurore 7 Guillen, Montserrat 7 Holmström, Lasse 7 Horová, Ivana 7 Kim, Choongrak 7 Koch, Inge 7 Kokonendji, Célestin Clotaire 7 Kulasekera, Karunarathna B. 7 Lock, Eric F. 7 Menafoglio, Alessandra 7 Mielniczuk, Jan 7 Resnick, Sidney Ira 7 Rodríguez-Casal, Alberto 7 Sangalli, Laura Maria 7 Sarda, Pascal 7 Tjøstheim, Dag B. 7 Tucker, J. Derek 7 Tyler, David E. 7 Vilar Fernandez, Juan Manuel 7 Wang, Haonan 7 Wasserman, Larry Alan 7 Yao, Fang 7 Yao, Qiwei 7 Yu, Keming 7 Zhang, Xibin 6 Abdous, Belkacem 6 Aston, John A. D. ...and 3,326 more Authors all top 5 Cited in 259 Serials 220 Computational Statistics and Data Analysis 170 Journal of Nonparametric Statistics 164 The Annals of Statistics 139 Journal of Multivariate Analysis 136 Statistics & Probability Letters 128 Journal of Statistical Planning and Inference 90 Communications in Statistics. Theory and Methods 76 Electronic Journal of Statistics 68 Journal of Econometrics 58 Journal of Statistical Computation and Simulation 50 Annals of the Institute of Statistical Mathematics 50 The Annals of Applied Statistics 49 Journal of the American Statistical Association 45 Test 44 Computational Statistics 42 Communications in Statistics. 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Series B 3 Journal of Theoretical Biology ...and 159 more Serials all top 5 Cited in 46 Fields 2,435 Statistics (62-XX) 363 Numerical analysis (65-XX) 212 Probability theory and stochastic processes (60-XX) 122 Computer science (68-XX) 95 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 66 Biology and other natural sciences (92-XX) 64 Operations research, mathematical programming (90-XX) 40 Information and communication theory, circuits (94-XX) 38 Harmonic analysis on Euclidean spaces (42-XX) 25 Linear and multilinear algebra; matrix theory (15-XX) 25 Differential geometry (53-XX) 21 Combinatorics (05-XX) 18 Systems theory; control (93-XX) 15 Geophysics (86-XX) 13 Partial differential equations (35-XX) 13 Functional analysis (46-XX) 9 Calculus of variations and optimal control; optimization (49-XX) 9 Statistical mechanics, structure of matter (82-XX) 8 Ordinary differential equations (34-XX) 8 Approximations and expansions (41-XX) 8 Mechanics of deformable solids (74-XX) 7 General and overarching topics; collections (00-XX) 7 Dynamical systems and ergodic theory (37-XX) 7 Global analysis, analysis on manifolds (58-XX) 6 Convex and discrete geometry (52-XX) 4 Real functions (26-XX) 4 Algebraic topology (55-XX) 4 Fluid mechanics (76-XX) 4 Astronomy and astrophysics (85-XX) 3 Integral equations (45-XX) 3 Operator theory (47-XX) 3 Geometry (51-XX) 3 General topology (54-XX) 2 Number theory (11-XX) 2 Topological groups, Lie groups (22-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 Manifolds and cell complexes (57-XX) 2 Quantum theory (81-XX) 2 Mathematics education (97-XX) 1 History and biography (01-XX) 1 Algebraic geometry (14-XX) 1 Measure and integration (28-XX) 1 Optics, electromagnetic theory (78-XX) Citations by Year