Edit Profile Marron, James Stephen Compute Distance To: Compute Author ID: marron.james-stephen Published as: Marron, J. S.; Marron, J. Stephen; Marron, J. Steve; Marron, J. Steven; Marron, James S.; Marron, James Stephen External Links: ORCID Documents Indexed: 161 Publications since 1983, including 1 Book all top 5 Co-Authors 15 single-authored 21 Hall, Peter Gavin 11 Härdle, Wolfgang Karl 8 Shen, Haipeng 7 Liu, Yufeng 6 Jung, Sungkyu 6 Park, Cheolwoo 5 Godtliebsen, Fred 5 Mammen, Enno 5 Park, Byeong Uk 5 Wand, Matthew P. 4 Bullitt, Elizabeth 4 Chu, Chih-Kang 4 Fisher, Nicholas I. 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 Shen, Dan 4 Wang, Haonan 4 Zhou, Yihui 3 Ahn, Jeongyoun 3 Aydın, Burcu 3 Damon, James Norman 3 Hannig, Jan 3 Hayes, David Neil 3 Koch, Inge 3 Lu, Xiaosun 3 Miller, Ezra 3 Skwerer, Sean 3 Smith, F. Donelson 3 Titterington, D. Michael 3 Zhu, Hongtu 2 Alonso, Andrés M. 2 Burch, Christina 2 Chaudhuri, Probal 2 Fan, Jianqing 2 Hoffmann, Peter 2 Huang, Hanwen 2 Jeffay, Kevin 2 Ladha, Alim 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 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 Yuan, Ying 2 Zhang, Jinting 2 Zhang, Lingsong 1 Aldershof, Brian 1 Aoshima, Makoto 1 Bolivar-Cime, Addy 1 Borysov, Petro 1 Brooks, Maria Mori 1 Cao, Ricardo 1 Carmichael, Iain 1 Chaudhuri, Ritwik 1 Chen, Ying 1 Cheng, Ming-Yen 1 Chi, Yueh-Yun 1 Chiu, Shean-Tsong 1 Choi, Hyo-young 1 Chung, Sheng-Shiung 1 Cohen, K. L. 1 de Uña-Álvarez, Jacobo 1 Diggle, Peter John 1 Dittmer, D. P. 1 Dryden, Ian L. 1 Farmen, Mark 1 Feng, Qing 1 Feragen, Aasa 1 Foskey, Mark 1 Gaydos, Travis L. 1 Gilmore, John H. 1 Glad, Ingrid K. 1 González-Manteiga, Wenceslao 1 Goswami, Dibyendusekhar 1 Grulke, Christopher 1 Grund, Birgit 1 Guo, Guang 1 Hart, Judith 1 Heckman, Nancy E. 1 Hennig, Christian ...and 66 more Co-Authors all top 5 Serials 19 The Annals of Statistics 19 Journal of the American Statistical Association 12 Electronic Journal of Statistics 10 Biometrika 9 The Annals of Applied Statistics 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 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 the Royal Statistical Society. Series B. Statistical Methodology 2 Journal of Applied Statistics 1 Applicable Analysis 1 Statistica Neerlandica 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 Statistical Analysis and Data Mining 1 Statistics and Its Interface 1 Sankhyā 1 Japanese Journal of Statistics and Data Science all top 5 Fields 155 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 141 Publications have been cited 3,363 times in 2,057 Documents Cited by ▼ Year ▼ Exact mean integrated squared error. Zbl 0746.62040Marron, J. S.; Wand, M. P. 229 1992 A brief survey of bandwidth selection for density estimation. Zbl 0873.62040Jones, M. C.; Marron, J. S.; Sheather, S. J. 169 1996 Optimal bandwidth selection in nonparametric regression function estimation. Zbl 0594.62043Härdle, Wolfgang; Marron, James Stephen 139 1985 How far are automatically chosen regression smoothing parameters from their optimum? Zbl 0644.62048Härdle, Wolfgang; Hall, Peter; Marron, J. S. 118 1988 Estimation of integrated squared density derivatives. Zbl 0628.62029Hall, Peter; Marron, J. S. 100 1987 Geometric representation of high dimension, low sample size data. Zbl 1069.62097Hall, Peter; Marron, J. S.; Neeman, Amnon 87 2005 SiZer for exploration of structures in curves. Zbl 1072.62556Chaudhuri, Probal; Marron, J. S. 84 1999 Bootstrap simultaneous error bars for nonparametric regression. Zbl 0725.62037Härdle, W.; Marron, J. S. 83 1991 Extent to which least-squares cross-validation minimises integrated square error in nonparametric density estimation. Zbl 0588.62052Hall, Peter; Marron, James Stephen 66 1987 Scale space view of curve estimation. Zbl 1106.62318Chaudhuri, Probal; Marron, J. S. 65 2000 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. 65 1999 Semiparametric comparison of regression curves. Zbl 0703.62053Härdle, W.; Marron, J. S. 63 1990 Transformations in density estimation. (With discussions). Zbl 0742.62046Wand, M. P.; Marron, J. S.; Ruppert, D. 62 1991 Kernel quantile estimators. Zbl 0705.62042Sheather, Simon J.; Marron, J. S. 62 1990 PCA consistency in high dimension, low sample size context. Zbl 1191.62108Jung, Sungkyu; Marron, J. S. 60 2009 On optimal data-based bandwidth selection in kernel density estimation. Zbl 0733.62045Hall, Peter; Sheather, Simon J.; Jones, M. C.; Marron, J. S. 60 1991 On variance estimation in nonparametric regression. Zbl 0711.62035Hall, Peter; Marron, J. S. 60 1990 Asymptotically optimal bandwidth selection for kernel density estimators from randomly right-censored samples. Zbl 0657.62038Marron, J. S.; Padgett, W. J. 60 1987 Smoothed cross-validation. Zbl 0742.62042Hall, Peter; Marron, J. S.; Park, Byeong U. 56 1992 A general projection framework for constrained smoothing. Zbl 1059.62535Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P. 53 2001 Object oriented data analysis: sets of trees. Zbl 1126.62002Wang, Haonan; Marron, J. S. 46 2007 Comparison of two bandwidth selectors with dependent errors. Zbl 0738.62042Chu, C.-K.; Marron, J. S. 46 1991 Random approximations to some measures of accuracy in nonparametric curve estimation. Zbl 0608.62045Marron, James Stephen; Härdle, Wolfgang 45 1986 Overview of object oriented data analysis. Zbl 1309.62008Marron, J. Steve; Alonso, Andrés M. 44 2014 Choosing a kernel regression estimator. With comments and a rejoinder by the authors. Zbl 0955.62561Chu, C.-K.; Marron, J. S. 44 1991 A simple root \(n\) bandwidth selector. Zbl 0745.62033Jones, M. C.; Marron, J. S.; Park, B. U. 44 1991 Transformations to reduce boundary bias in kernel density estimation. Zbl 0805.62046Marron, J. S.; Ruppert, D. 43 1994 A comparison of cross-validation techniques in density estimation. Zbl 0619.62032Marron, J. S. 43 1987 Distance-weighted discrimination. Zbl 1332.62213Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun 37 2007 Edge-preserving smoothers for image processing. (With discussion). Zbl 0954.62115Chu, C. K.; Glad, I. K.; Godtliebsen, F.; Marron, J. S. 37 1998 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 35 2007 Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037Jones, M. C.; Marron, J. S.; Sheather, S. J. 35 1996 Lower bounds for bandwidth selection in density estimation. Zbl 0742.62041Hall, Peter; Marron, J. S. 34 1991 Variable window width kernel estimates of probability densities. Zbl 0637.62036Hall, Peter; Marron, J. S. 33 1988 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 Analysis of principal nested spheres. Zbl 1437.62507Jung, Sungkyu; Dryden, Ian L.; Marron, J. S. 31 2012 An asymptotically efficient solution to the bandwidth problem of kernel density estimation. Zbl 0585.62073Marron, James Stephen 31 1985 On automatic boundary corrections. Zbl 0890.62026Cheng, Ming-Yen; Fan, Jianqing; Marron, J. S. 30 1997 Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Zbl 0880.62045González-Manteiga, W.; Cao, R.; Marron, J. S. 28 1996 Regression smoothing parameters that are not far from their optimum. Zbl 0850.62352Härdle, W.; Hall, P.; Marron, J. S. 26 1992 Bandwidth choice for average derivative estimation. Zbl 0781.62044Härdle, W.; Hart, J.; Marron, J. S.; Tsybakov, A. B. 26 1992 Improved variable window kernel estimates of probability densities. Zbl 0822.62026Hall, Peter; Hu, Tien Chung; Marron, J. S. 25 1995 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 24 2013 Biclustering via sparse singular value decomposition. Zbl 1233.62182Lee, Mihee; Shen, Haipeng; Huang, Jianhua Z.; Marron, J. S. 24 2010 Canonical kernels for density estimation. Zbl 0662.62035Marron, J. S.; Nolan, D. 24 1988 Choice of kernel order in density estimation. Zbl 0637.62035Hall, Peter; Marron, J. S. 24 1988 Consistency of sparse PCA in high dimension, low sample size contexts. Zbl 1258.62072Shen, Dan; Shen, Haipeng; Marron, J. S. 19 2013 Principal arc analysis on direct product manifolds. Zbl 1220.62077Jung, Sungkyu; Foskey, Mark; Marron, J. S. 19 2011 Advanced distribution theory for SiZer. Zbl 1119.62300Hannig, J.; Marron, J. S. 19 2006 Visual error criteria for qualitative smoothing. Zbl 0826.62026Marron, J. S.; Tsybakov, A. B. 19 1995 Bootstrap bandwidth selection. Zbl 0838.62029Marron, J. S. 19 1992 Bandwidth choice for density derivatives. Zbl 0699.62036Härdle, Wolfgang; Marron, J. S.; Wand, M. P. 19 1990 Equivalence of smoothing parameter selectors in density and intensity estimation. Zbl 0662.62036Diggle, Peter; Marron, J. S. 19 1988 Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S. 18 2008 Some heuristics of kernel based estimators of ratio functions. Zbl 1380.62156Patil, P. N.; Wells, M. T.; Marron, J. S. 16 1994 Local minima in cross-validation functions. Zbl 0800.62216Hall, Peter; Marron, J. S. 16 1991 Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S. 15 2010 LASS: a tool for the local analysis of self-similarity. Zbl 1445.62240Stoev, Stilian; Taqqu, Murad S.; Park, Cheolwoo; Michailidis, George; Marron, J. S. 15 2006 The functional data analysis view of longitudinal data. Zbl 1073.62001Zhao, Xin; Marron, J. S.; Wells, Martin T. 15 2004 Testing for multimodality. Zbl 0900.62227Fisher, N. I.; Mammen, E.; Marron, J. S. 15 1994 The maximal data piling direction for discrimination. Zbl 1182.62134Ahn, Jeongyoun; Marron, J. S. 14 2010 A principal component analysis for trees. Zbl 1184.62100Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S. 13 2009 M-smoother with local linear fit. Zbl 1011.62044Rue, Håvard; Chu, Chih-Kang; Godtliebsen, Fred; Marron, James Stephen 13 2002 Mode testing via the excess mass estimate. Zbl 0985.62034Fisher, N. I.; Marron, J. S. 13 2001 Iterated transformation-kernel density estimation. Zbl 0996.62032Yang, Lijian; Marron, James S. 13 1999 On the use of pilot estimators in bandwidth selection. Zbl 1263.62059Park, Byeong U.; Marron, J. S. 13 1992 Best possibility constant for bandwidth selection. Zbl 0765.62041Fan, Jianqing; Marron, James S. 13 1992 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. 12 2013 Dependent SiZer: Goodness-of-fit tests for time series models. Zbl 1121.62462Park, Cheolwoo; Marron, J. S.; Rondonotti, Vitaliana 12 2004 Functional data analysis of amplitude and phase variation. Zbl 1426.62146Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 11 2015 Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S. 11 2012 Fast and simple scatterplot smoothing. Zbl 0875.62015Härdle, W.; Marron, J. S. 11 1995 Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo 10 2007 The statistics and mathematics of high dimension low sample size asymptotics. Zbl 1356.62077Shen, Dan; Shen, Haipeng; Zhu, Hongtu; Marron, J. S. 9 2016 Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100Jung, Sungkyu; Sen, Arusharka; Marron, J. S. 9 2012 Uniform consistency of automatic and location-adaptive delta-sequence estimators. Zbl 0644.62041Nolan, Deborah; Marron, J. Stephen 9 1989 Backwards principal component analysis and principal nested relations. Zbl 1308.62124Damon, James; Marron, J. S. 8 2014 Proteomics profiles from mass spectrometry. Zbl 1305.62370Koch, Inge; Hoffmann, Peter; Marron, J. S. 8 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. 8 2013 SiZer for jump detection. Zbl 1087.62003Kim, C. S.; Marron, J. S. 8 2006 Extremal dependence: internet traffic applications. Zbl 1061.62077Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I. 8 2005 SiZer for length biased, censored density and hazard estimation. Zbl 1040.62026Marron, J. S.; de Uña-Álvarez, Jacobo 8 2004 Partitioned cross-validation. Zbl 0718.62080Marron, J. S. 8 1987 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. 7 2010 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 SiZer for smoothing splines. Zbl 1091.62001Marron, J. S.; Zhang, Jin-Ting 7 2005 Mass recentred kernel smoothers. Zbl 1090.62530Mammen, E.; Marron, J. S. 7 1997 Facts about the Gaussian probability density function. Zbl 0844.60007Aldershof, B.; Marron, J. S.; Park, B. U.; Wand, M. P. 7 1995 Statistics of time warpings and phase variations. Zbl 1305.62015Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 6 2014 Bidirectional discrimination with application to data visualization. Zbl 1452.62449Huang, Hanwen; Liu, Yufeng; Marron, J. S. 6 2012 A scale-based approach to finding effective dimensionality in manifold learning. Zbl 1320.62115Wang, Xiaohui; Marron, J. Steve 6 2008 Local likelihood siZer map. Zbl 1193.62085Li, Runze; Marron, J. S. 6 2005 Curve estimation when the design density is low. Zbl 0874.62037Hall, Peter; Marron, J. S.; Neumann, M. H.; Titterington, D. M. 6 1997 Scale measures for bandwidth selection. Zbl 0857.62034Janssen, P.; Marron, J. S.; Veraverbeke, N.; Sarle, W. 6 1995 Loss and risk in smoothing parameter selection. Zbl 1380.62148Grund, Birgit; Hall, Peter; Marron, J. S. 6 1994 Bandwidth choice in nonparametric regression function estimation. Zbl 0601.62058Härdle, W.; Marron, J. S. 6 1985 Optimal rates of convergence to Bayes risk in nonparametric discrimination. Zbl 0554.62053Marron, James Stephen 6 1983 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. 5 2014 Angle-based joint and individual variation explained. Zbl 1408.62113Feng, Qing; Jiang, Meilei; Hannig, Jan; Marron, J. S. 4 2018 A survey of high dimension low sample size asymptotics. Zbl 06867959Aoshima, Makoto; Shen, Dan; Shen, Haipeng; Yata, Kazuyoshi; Zhou, Yi-Hui; Marron, J. S. 3 2018 Relative optimality conditions and algorithms for treespace Fréchet means. Zbl 1395.90239Skwerer, Sean; Provan, Scott; Marron, J. S. 2 2018 Eigenvalue significance testing for genetic association. Zbl 1415.62151Zhou, Yi-hui; Marron, J. S.; Wright, Fred A. 1 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. 9 2016 A general framework for consistency of principal component analysis. Zbl 1392.62177Shen, Dan; Shen, Haipeng; Marron, J. S. 3 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 11 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 Nested nonnegative cone analysis. Zbl 06921447Zhang, Lingsong; Lu, Shu; Marron, J. S. 1 2015 Overview of object oriented data analysis. Zbl 1309.62008Marron, J. Steve; Alonso, Andrés M. 44 2014 Backwards principal component analysis and principal nested relations. Zbl 1308.62124Damon, James; Marron, J. S. 8 2014 Proteomics profiles from mass spectrometry. Zbl 1305.62370Koch, Inge; Hoffmann, Peter; Marron, J. S. 8 2014 Statistics of time warpings and phase variations. Zbl 1305.62015Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 6 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. 5 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 Asymptotics of hierarchical clustering for growing dimension. Zbl 1278.62093Borysov, Petro; Hannig, Jan; Marron, J. S. 1 2014 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 24 2013 Consistency of sparse PCA in high dimension, low sample size contexts. Zbl 1258.62072Shen, Dan; Shen, Haipeng; Marron, J. S. 19 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. 12 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. 8 2013 Deconvolution estimation of mixture distributions with boundaries. Zbl 1337.62068Lee, Mihee; Hall, Peter; Shen, Haipeng; Marron, J. S.; Tolle, Jon; Burch, Christina 5 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 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. 1 2013 Comparison of binary discrimination methods for high dimension low sample size data. Zbl 1259.62052Bolivar-Cime, A.; Marron, J. S. 1 2013 Analysis of principal nested spheres. Zbl 1437.62507Jung, Sungkyu; Dryden, Ian L.; Marron, J. S. 31 2012 Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S. 11 2012 Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100Jung, Sungkyu; Sen, Arusharka; Marron, J. S. 9 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. 19 2011 Visualizing the structure of large trees. Zbl 1274.62049Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Ladha, Alim; Bullitt, Elizabeth; Marron, J. S. 5 2011 Comment. Zbl 05998594Lock, E. F.; Nobel, A. B.; Marron, J. S. 1 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 1 2011 Biclustering via sparse singular value decomposition. Zbl 1233.62182Lee, Mihee; Shen, Haipeng; Huang, Jianhua Z.; 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. 15 2010 The maximal data piling direction for discrimination. Zbl 1182.62134Ahn, Jeongyoun; Marron, J. S. 14 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. 7 2010 PCA consistency in high dimension, low sample size context. Zbl 1191.62108Jung, Sungkyu; Marron, J. S. 60 2009 A principal component analysis for trees. Zbl 1184.62100Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S. 13 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 Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S. 18 2008 A scale-based approach to finding effective dimensionality in manifold learning. Zbl 1320.62115Wang, Xiaohui; Marron, J. Steve 6 2008 Object oriented data analysis: sets of trees. Zbl 1126.62002Wang, Haonan; Marron, J. S. 46 2007 Distance-weighted discrimination. Zbl 1332.62213Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun 37 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 35 2007 Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo 10 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. 19 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. 15 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 87 2005 Extremal dependence: internet traffic applications. Zbl 1061.62077Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I. 8 2005 SiZer for smoothing splines. Zbl 1091.62001Marron, J. S.; Zhang, Jin-Ting 7 2005 Local likelihood siZer map. Zbl 1193.62085Li, Runze; Marron, J. S. 6 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 12 2004 SiZer for length biased, censored density and hazard estimation. Zbl 1040.62026Marron, J. S.; de Uña-Álvarez, Jacobo 8 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 13 2002 A general projection framework for constrained smoothing. Zbl 1059.62535Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P. 53 2001 Mode testing via the excess mass estimate. Zbl 0985.62034Fisher, N. I.; Marron, J. S. 13 2001 Presentation of smoothers: the family approach. Zbl 1007.62027Marron, J. S.; Chung, S. S. 2 2001 Intuitive, localized analysis of shape variability. Zbl 0982.68672Yushkevich, Paul; Pizer, Stephen M.; Joshi, Sarang; Marron, J. S. 2 2001 Scale space view of curve estimation. Zbl 1106.62318Chaudhuri, Probal; Marron, J. S. 65 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. 84 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. 65 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. 5 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. 37 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. 30 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 On the role of the shrinkage parameter in local linear smoothing. Zbl 0883.62040Hall, Peter; Marron, J. Stephen 4 1997 A nonlinear Gaussian filter applied to images with discontinuities. Zbl 0885.62111Godtliebsen, F.; Spjøtvoll, E.; Marron, J. S. 4 1997 A brief survey of bandwidth selection for density estimation. Zbl 0873.62040Jones, M. C.; Marron, J. S.; Sheather, S. J. 169 1996 Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037Jones, M. C.; Marron, J. S.; Sheather, S. J. 35 1996 Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Zbl 0880.62045González-Manteiga, W.; Cao, R.; Marron, J. S. 28 1996 Improved variable window kernel estimates of probability densities. Zbl 0822.62026Hall, Peter; Hu, Tien Chung; Marron, J. S. 25 1995 Visual error criteria for qualitative smoothing. Zbl 0826.62026Marron, J. S.; Tsybakov, A. B. 19 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. 7 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. 43 1994 Some heuristics of kernel based estimators of ratio functions. Zbl 1380.62156Patil, P. N.; Wells, M. T.; Marron, J. S. 16 1994 Testing for multimodality. Zbl 0900.62227Fisher, N. I.; Mammen, E.; Marron, J. S. 15 1994 Loss and risk in smoothing parameter selection. Zbl 1380.62148Grund, Birgit; Hall, Peter; Marron, J. S. 6 1994 Asymptotically best bandwidth selectors in kernel density estimation. Zbl 0787.62043Kim, W. C.; Park, B. U.; Marron, J. S. 5 1994 Testing for multimodality. Zbl 0825.62444Fisher, N. I.; Mammen, E.; Marron, J. S. 4 1994 Exact mean integrated squared error. Zbl 0746.62040Marron, J. S.; Wand, M. P. 229 1992 Smoothed cross-validation. Zbl 0742.62042Hall, Peter; Marron, J. S.; Park, Byeong U. 56 1992 ...and 41 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 2,650 Authors 71 Marron, James Stephen 49 Hall, Peter Gavin 32 Vieu, Philippe 30 Park, Byeong Uk 21 Jones, Michael Chris 19 Aoshima, Makoto 19 Yata, Kazuyoshi 18 Dette, Holger 17 González-Manteiga, Wenceslao 17 Wand, Matthew P. 15 Cao, Ricardo 15 Fan, Jianqing 15 Härdle, Wolfgang Karl 14 Fraiman, Ricardo 14 Hazelton, Martin L. 14 Mammen, Enno 14 Müller, Hans-Georg 14 Rachdi, Mustapha 13 Kim, Taeyoon 12 Cuevas, Antonio 12 Godtliebsen, Fred 12 Huckemann, Stephan F. 12 Li, Qi 11 Nielsen, Jens Perch 11 Srivastava, Anuj 10 Boente, Graciela 10 Chacón, José E. 10 Chu, Chinku 10 Gijbels, Irène 10 Lin, Lu 10 Munk, Axel 10 Park, Cheolwoo 10 Quintela-Del-Río, Alejandro 9 Ahmad, Ibrahim A. 9 Duong, Tarn 9 Ghosh, Anil Kumar 9 Laksaci, Ali 9 Linton, Oliver Bruce 9 Politis, Dimitris Nicolas 9 Schick, Anton 9 Secchi, Piercesare 9 Shen, Haipeng 9 Tenreiro, Carlos 8 Efromovich, Sam 8 Ferraty, Frédéric 8 Hart, Jeffrey D. 8 Karunamuni, Rohana J. 8 Mason, David M. 8 Naito, Kanta 8 Padgett, William Jowayne 8 Shang, Han Lin 8 Steland, Ansgar 8 Tsybakov, Alexandre B. 8 Zhu, Lixing 7 Aneiros-Pérez, Germán 7 Bagkavos, Dimitrios 7 Chesneau, Christophe 7 Davies, Patrick Laurie 7 de Uña-Álvarez, Jacobo 7 Delaigle, Aurore 7 Dryden, Ian L. 7 Guillen, Montserrat 7 Kiessé, Tristan Senga 7 Kim, Choongrak 7 Kovac, Arne 7 Kulasekera, K. B. 7 Parmeter, Christopher F. 7 Resnick, Sidney Ira 7 Rodríguez-Casal, Alberto 7 Sperlich, Stefan 7 Vantini, Simone 7 Vilar Fernandez, Juan Manuel 7 Wang, Haonan 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 Grillenzoni, Carlo 6 Henderson, Daniel J. 6 Holmström, Lasse 6 Horová, Ivana 6 Huang, Li-Shan 6 Hutson, Alan David 6 Kang, Kee Hoon 6 Koch, Inge 6 Kokonendji, Célestin Clotaire 6 Mielniczuk, Jan 6 Navarro, Fabien 6 Neumann, Michael H. 6 Neumeyer, Natalie 6 Sarda, Pascal 6 Tjøstheim, Dag B. 6 Tong, Tiejun 6 Turlach, Berwin A. 6 Tyler, David E. 6 Wasserman, Larry Alan 6 Yao, Fang 6 Yao, Qiwei ...and 2,550 more Authors all top 5 Cited in 207 Serials 200 Computational Statistics and Data Analysis 157 Journal of Nonparametric Statistics 151 The Annals of Statistics 130 Statistics & Probability Letters 124 Journal of Statistical Planning and Inference 116 Journal of Multivariate Analysis 73 Communications in Statistics. 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