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Marron, James Stephen

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Author ID: marron.james-stephen Recent zbMATH articles by "Marron, James Stephen"
Published as: Marron, J. S.; Marron, James Stephen; Marron, J. Stephen; Marron, James S.; Marron, J. Steve; Marron, J. Steven
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Co-Authors

15 single-authored
22 Hall, Peter Gavin
11 Härdle, Wolfgang Karl
9 Liu, Yufeng
9 Shen, Haipeng
8 Jung, Sungkyu
6 Park, Cheolwoo
5 Godtliebsen, Fred
5 Mammen, Enno
5 Park, Byeong Uk
5 Shen, Dan
5 Wand, Matthew P.
4 Bullitt, Elizabeth
4 Chu, Chih-Kang
4 Fan, Jianqing
4 Fisher, Nicholas I.
4 Hannig, Jan
4 Hernandez-Campos, Felix
4 Huckemann, Stephan F.
4 Jones, Michael Chris
4 Lee, Mihee
4 Nobel, Andrew B.
4 Pizer, Stephen M.
4 Sheather, Simon J.
4 Titterington, D. Michael
4 Wang, Haonan
4 Zhou, Yihui
3 Ahn, Jeongyoun
3 Aydın, Burcu
3 Carmichael, Iain
3 Damon, James Norman
3 Hayes, David Neil
3 Huang, Hanwen
3 Koch, Inge
3 Lu, Xiaosun
3 Miller, Ezra
3 Skwerer, Sean
3 Smith, F. Donelson
3 Zhu, Hongtu
2 Alonso, Andrés M.
2 Burch, Christina
2 Chaudhuri, Probal
2 Dryden, Ian L.
2 Foskey, Mark
2 Hoadley, Katherine A.
2 Hoffmann, Peter
2 Jeffay, Kevin
2 Kent, John T.
2 Ladha, Alim
2 Li, Runze
2 Lock, Eric F.
2 Nolan, Deborah
2 Owen, Megan
2 Pataki, Gábor
2 Patrangenaru, Victor
2 Provan, Scott
2 Qiao, Xingye
2 Ramsay, James O.
2 Rondonotti, Vitaliana
2 Ruppert, David
2 Samworth, Richard J.
2 Sangalli, Laura Maria
2 Schulz, Jörn
2 Srivastava, Anuj
2 Stoev, Stilian A.
2 Taqqu, Murad S.
2 Todd, Michael J.
2 Tsybakov, Alexandre B.
2 Vicory, Jared
2 Wells, Martin T.
2 Wright, Fred A.
2 Yu, Keming
2 Yuan, Ying
2 Zhang, Hao Helen
2 Zhang, Jinting
2 Zhang, Lingsong
2 Zhang, Wenyang
2 Zou, Hui
1 Adragni, Kofi Placid
1 Ahmad, Amir A.
1 Aldershof, Brian
1 Anagnostopoulos, Christoforos
1 Aoshima, Makoto
1 Bailey, Natalia
1 Baxter, Paul D.
1 Bickel, Peter John
1 Bolivar-Cime, Addy
1 Borysov, Petro
1 Bottolo, Leonardo
1 Bouveyron, Charles
1 Brooks, Maria Mori
1 Bühlmann, Peter
1 Calhoun, Benjamin C.
1 Cao, Ricardo
1 Chaudhuri, Ritwik
1 Cheng, Ming-Yen
1 Chi, Yueh-Yun
1 Chiu, Shean-Tsong
1 Choi, Hyo-young
1 Coad, D. Stephen
1 Cohen, K. L.
...and 155 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

148 Publications have been cited 4,242 times in 2,327 Documents Cited by Year
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
322
2008
Exact mean integrated squared error. Zbl 0746.62040
Marron, J. S.; Wand, M. P.
252
1992
A brief survey of bandwidth selection for density estimation. Zbl 0873.62040
Jones, M. C.; Marron, J. S.; Sheather, S. J.
186
1996
Optimal bandwidth selection in nonparametric regression function estimation. Zbl 0594.62043
Härdle, Wolfgang; Marron, James Stephen
145
1985
How far are automatically chosen regression smoothing parameters from their optimum? Zbl 0644.62048
Härdle, Wolfgang; Hall, Peter; Marron, J. S.
127
1988
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
114
2013
Geometric representation of high dimension, low sample size data. Zbl 1069.62097
Hall, Peter; Marron, J. S.; Neeman, Amnon
112
2005
Estimation of integrated squared density derivatives. Zbl 0628.62029
Hall, Peter; Marron, J. S.
108
1987
SiZer for exploration of structures in curves. Zbl 1072.62556
Chaudhuri, Probal; Marron, J. S.
104
1999
Bootstrap simultaneous error bars for nonparametric regression. Zbl 0725.62037
Härdle, W.; Marron, J. S.
88
1991
PCA consistency in high dimension, low sample size context. Zbl 1191.62108
Jung, Sungkyu; Marron, J. S.
79
2009
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.
77
1999
Scale space view of curve estimation. Zbl 1106.62318
Chaudhuri, Probal; Marron, J. S.
72
2000
Extent to which least-squares cross-validation minimises integrated square error in nonparametric density estimation. Zbl 0588.62052
Hall, Peter; Marron, James Stephen
69
1987
Semiparametric comparison of regression curves. Zbl 0703.62053
Härdle, W.; Marron, J. S.
68
1990
Transformations in density estimation. (With discussions). Zbl 0742.62046
Wand, M. P.; Marron, J. S.; Ruppert, D.
67
1991
Kernel quantile estimators. Zbl 0705.62042
Sheather, Simon J.; Marron, J. S.
65
1990
On optimal data-based bandwidth selection in kernel density estimation. Zbl 0733.62045
Hall, Peter; Sheather, Simon J.; Jones, M. C.; Marron, J. S.
65
1991
Asymptotically optimal bandwidth selection for kernel density estimators from randomly right-censored samples. Zbl 0657.62038
Marron, J. S.; Padgett, W. J.
64
1987
Smoothed cross-validation. Zbl 0742.62042
Hall, Peter; Marron, J. S.; Park, Byeong U.
61
1992
A general projection framework for constrained smoothing. Zbl 1059.62535
Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P.
60
2001
On variance estimation in nonparametric regression. Zbl 0711.62035
Hall, Peter; Marron, J. S.
60
1990
Overview of object oriented data analysis. Zbl 1309.62008
Marron, J. Steve; Alonso, Andrés M.
58
2014
Transformations to reduce boundary bias in kernel density estimation. Zbl 0805.62046
Marron, J. S.; Ruppert, D.
51
1994
Distance-weighted discrimination. Zbl 1332.62213
Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun
50
2007
Object oriented data analysis: sets of trees. Zbl 1126.62002
Wang, Haonan; Marron, J. S.
50
2007
Comparison of two bandwidth selectors with dependent errors. Zbl 0738.62042
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
Choosing a kernel regression estimator. With comments and a rejoinder by the authors. Zbl 0955.62561
Chu, C.-K.; Marron, J. S.
46
1991
A comparison of cross-validation techniques in density estimation. Zbl 0619.62032
Marron, J. S.
44
1987
Random approximations to some measures of accuracy in nonparametric curve estimation. Zbl 0608.62045
Marron, James Stephen; Härdle, Wolfgang
44
1986
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
44
2007
On automatic boundary corrections. Zbl 0890.62026
Cheng, Ming-Yen; Fan, Jianqing; Marron, J. S.
40
1997
Edge-preserving smoothers for image processing. (With discussion). Zbl 0954.62115
Chu, C. K.; Glad, I. K.; Godtliebsen, F.; Marron, J. S.
40
1998
Variable window width kernel estimates of probability densities. Zbl 0637.62036
Hall, Peter; Marron, J. S.
39
1988
Analysis of principal nested spheres. Zbl 1437.62507
Jung, Sungkyu; Dryden, Ian L.; Marron, J. S.
39
2012
Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037
Jones, M. C.; Marron, J. S.; Sheather, S. J.
37
1996
Lower bounds for bandwidth selection in density estimation. Zbl 0742.62041
Hall, Peter; Marron, J. S.
36
1991
On the amount of noise inherent in bandwidth selection for a kernel density estimator. Zbl 0667.62022
Hall, Peter; Marron, J. S.
33
1987
Some asymptotics for multimodality tests based on kernel density estimates. Zbl 0745.62048
Mammen, E.; Marron, J. S.; Fisher, N. I.
32
1992
An asymptotically efficient solution to the bandwidth problem of kernel density estimation. Zbl 0585.62073
Marron, James Stephen
32
1985
Regression smoothing parameters that are not far from their optimum. Zbl 0850.62352
Härdle, W.; Hall, P.; Marron, J. S.
30
1992
Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Zbl 0880.62045
González-Manteiga, W.; Cao, R.; Marron, J. S.
29
1996
Biclustering via sparse singular value decomposition. Zbl 1233.62182
Lee, Mihee; Shen, Haipeng; Huang, Jianhua Z.; Marron, J. S.
29
2010
Improved variable window kernel estimates of probability densities. Zbl 0822.62026
Hall, Peter; Hu, Tien Chung; Marron, J. S.
27
1995
Bandwidth choice for average derivative estimation. Zbl 0781.62044
Härdle, W.; Hart, J.; Marron, J. S.; Tsybakov, A. B.
27
1992
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
27
2013
Canonical kernels for density estimation. Zbl 0662.62035
Marron, J. S.; Nolan, D.
26
1988
Choice of kernel order in density estimation. Zbl 0637.62035
Hall, Peter; Marron, J. S.
24
1988
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.
24
2013
The maximal data piling direction for discrimination. Zbl 1182.62134
Ahn, Jeongyoun; Marron, J. S.
24
2010
Functional data analysis of amplitude and phase variation. Zbl 1426.62146
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj
24
2015
Principal arc analysis on direct product manifolds. Zbl 1220.62077
Jung, Sungkyu; Foskey, Mark; Marron, J. S.
23
2011
Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227
Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S.
23
2010
Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110
Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S.
22
2012
Visual error criteria for qualitative smoothing. Zbl 0826.62026
Marron, J. S.; Tsybakov, A. B.
22
1995
Equivalence of smoothing parameter selectors in density and intensity estimation. Zbl 0662.62036
Diggle, Peter; Marron, J. S.
21
1988
Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079
Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S.
21
2008
Advanced distribution theory for SiZer. Zbl 1119.62300
Hannig, J.; Marron, J. S.
21
2006
Bandwidth choice for density derivatives. Zbl 0699.62036
Härdle, Wolfgang; Marron, J. S.; Wand, M. P.
20
1990
Bootstrap bandwidth selection. Zbl 0838.62029
Marron, J. S.
19
1992
Consistency of sparse PCA in high dimension, low sample size contexts. Zbl 1258.62072
Shen, Dan; Shen, Haipeng; Marron, J. S.
19
2013
Local minima in cross-validation functions. Zbl 0800.62216
Hall, Peter; Marron, J. S.
18
1991
Some heuristics of kernel based estimators of ratio functions. Zbl 1380.62156
Patil, P. N.; Wells, M. T.; Marron, J. S.
17
1994
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.
16
2006
The functional data analysis view of longitudinal data. Zbl 1073.62001
Zhao, Xin; Marron, J. S.; Wells, Martin T.
15
2004
Mode testing via the excess mass estimate. Zbl 0985.62034
Fisher, N. I.; Marron, J. S.
15
2001
The statistics and mathematics of high dimension low sample size asymptotics. Zbl 1356.62077
Shen, Dan; Shen, Haipeng; Zhu, Hongtu; Marron, J. S.
15
2016
Best possibility constant for bandwidth selection. Zbl 0765.62041
Fan, Jianqing; Marron, James S.
15
1992
A principal component analysis for trees. Zbl 1184.62100
Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S.
15
2009
M-smoother with local linear fit. Zbl 1011.62044
Rue, Håvard; Chu, Chih-Kang; Godtliebsen, Fred; Marron, James Stephen
14
2002
On the use of pilot estimators in bandwidth selection. Zbl 1263.62059
Park, Byeong U.; Marron, J. S.
14
1992
Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100
Jung, Sungkyu; Sen, Arusharka; Marron, J. S.
14
2012
Dependent SiZer: Goodness-of-fit tests for time series models. Zbl 1121.62462
Park, Cheolwoo; Marron, J. S.; Rondonotti, Vitaliana
13
2004
Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371
Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo
13
2007
Iterated transformation-kernel density estimation. Zbl 0996.62032
Yang, Lijian; Marron, James S.
13
1999
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.
13
2018
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
Angle-based joint and individual variation explained. Zbl 1408.62113
Feng, Qing; Jiang, Meilei; Hannig, Jan; Marron, J. S.
10
2018
Backwards principal component analysis and principal nested relations. Zbl 1308.62124
Damon, James; Marron, J. S.
10
2014
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 length biased, censored density and hazard estimation. Zbl 1040.62026
Marron, J. S.; de Uña-Álvarez, Jacobo
9
2004
Uniform consistency of automatic and location-adaptive delta-sequence estimators. Zbl 0644.62041
Nolan, Deborah; Marron, J. Stephen
9
1989
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.
9
2013
Statistics of time warpings and phase variations. Zbl 1305.62015
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj
9
2014
SiZer for smoothing splines. Zbl 1091.62001
Marron, J. S.; Zhang, Jin-Ting
9
2005
Extremal dependence: internet traffic applications. Zbl 1061.62077
Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I.
8
2005
Convergence properties of an empirical error criterion for multivariate density estimation. Zbl 0616.62064
Marron, James Stephen
8
1986
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
A general framework for consistency of principal component analysis. Zbl 1392.62177
Shen, Dan; Shen, Haipeng; Marron, J. S.
8
2016
Partitioned cross-validation. Zbl 0718.62080
Marron, J. S.
8
1987
Proteomics profiles from mass spectrometry. Zbl 1305.62370
Koch, Inge; Hoffmann, Peter; Marron, J. S.
8
2014
SiZer for jump detection. Zbl 1087.62003
Kim, C. S.; Marron, J. S.
8
2006
Mass recentred kernel smoothers. Zbl 1090.62530
Mammen, E.; Marron, J. S.
7
1997
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
Local likelihood siZer map. Zbl 1193.62085
Li, Runze; Marron, J. S.
7
2005
Visualization and inference based on wavelet coefficients, SiZer and SiNos. Zbl 1445.62236
Park, Cheolwoo; Godtliebsen, Fred; Taqqu, Murad; Stoev, Stilian; Marron, J. S.
7
2007
A scale-based approach to finding effective dimensionality in manifold learning. Zbl 1320.62115
Wang, Xiaohui; Marron, J. Steve
7
2008
Curve estimation when the design density is low. Zbl 0874.62037
Hall, Peter; Marron, J. S.; Neumann, M. H.; Titterington, D. M.
6
1997
Object oriented data analysis. Zbl 1476.62008
Marron, J. S.; Dryden, Ian L.
1
2022
Geometric insights into support vector machine behavior using the KKT conditions. Zbl 07471529
Carmichael, Iain; Marron, J. S.
1
2021
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.
13
2018
Angle-based joint and individual variation explained. Zbl 1408.62113
Feng, Qing; Jiang, Meilei; Hannig, Jan; Marron, J. S.
10
2018
Fast algorithms for large-scale generalized distance weighted discrimination. Zbl 07498954
Lam, Xin Yee; Marron, J. S.; Sun, Defeng; Toh, Kim-Chuan
3
2018
Relative optimality conditions and algorithms for treespace Fréchet means. Zbl 1395.90239
Skwerer, Sean; Provan, Scott; Marron, J. S.
3
2018
Eigenvalue significance testing for genetic association. Zbl 1415.62151
Zhou, Yi-hui; Marron, J. S.; Wright, Fred A.
2
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
Data science vs. statistics: two cultures? Zbl 1430.62017
Carmichael, Iain; Marron, J. S.
1
2018
The statistics and mathematics of high dimension low sample size asymptotics. Zbl 1356.62077
Shen, Dan; Shen, Haipeng; Zhu, Hongtu; Marron, J. S.
15
2016
A general framework for consistency of principal component analysis. Zbl 1392.62177
Shen, Dan; Shen, Haipeng; Marron, J. S.
8
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
1
2016
Functional data analysis of amplitude and phase variation. Zbl 1426.62146
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj
24
2015
High dimension low sample size asymptotics of robust PCA. Zbl 1307.62160
Zhou, Yi-Hui; Marron, J. S.
3
2015
“Virus hunting” using radial distance weighted discrimination. Zbl 1397.62477
Xiong, Jie; Dittmer, D. P.; Marron, J. S.
2
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
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.
58
2014
Backwards principal component analysis and principal nested relations. Zbl 1308.62124
Damon, James; Marron, J. S.
10
2014
Statistics of time warpings and phase variations. Zbl 1305.62015
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj
9
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.
4
2014
Analysis of spike train data: comparison between the real and the simulated data. Zbl 1305.62330
Lu, Xiaosun; Marron, J. S.
4
2014
Analysis of proteomics data: impact of alignment on classification. Zbl 1305.62372
Lu, Xiaosun; Koch, Inge; Marron, J. S.
2
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
114
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
27
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.
24
2013
Consistency of sparse PCA in high dimension, low sample size contexts. Zbl 1258.62072
Shen, Dan; Shen, Haipeng; Marron, J. S.
19
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.
9
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.
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
Visualizing genetic constraints. Zbl 1288.62101
Gaydos, Travis L.; Heckman, Nancy E.; Kirkpatrick, Mark; Stinchcombe, J. R.; Schmitt, Johanna; Kingsolver, Joel; Marron, J. S.
1
2013
Analysis of principal nested spheres. Zbl 1437.62507
Jung, Sungkyu; Dryden, Ian L.; Marron, J. S.
39
2012
Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110
Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S.
22
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.
23
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.
29
2010
The maximal data piling direction for discrimination. Zbl 1182.62134
Ahn, Jeongyoun; Marron, J. S.
24
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.
23
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.
79
2009
A principal component analysis for trees. Zbl 1184.62100
Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S.
15
2009
Robust centroid based classification with minimum error rates for high dimension, low sample size data. Zbl 1162.62058
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
322
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.
21
2008
A scale-based approach to finding effective dimensionality in manifold learning. Zbl 1320.62115
Wang, Xiaohui; Marron, J. Steve
7
2008
Distance-weighted discrimination. Zbl 1332.62213
Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun
50
2007
Object oriented data analysis: sets of trees. Zbl 1126.62002
Wang, Haonan; Marron, J. S.
50
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
44
2007
Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371
Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo
13
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.
7
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.
21
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.
16
2006
SiZer for jump detection. Zbl 1087.62003
Kim, C. S.; Marron, J. S.
8
2006
Geometric representation of high dimension, low sample size data. Zbl 1069.62097
Hall, Peter; Marron, J. S.; Neeman, Amnon
112
2005
SiZer for smoothing splines. Zbl 1091.62001
Marron, J. S.; Zhang, Jin-Ting
9
2005
Extremal dependence: internet traffic applications. Zbl 1061.62077
Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I.
8
2005
Local likelihood siZer map. Zbl 1193.62085
Li, Runze; Marron, J. S.
7
2005
The functional data analysis view of longitudinal data. Zbl 1073.62001
Zhao, Xin; Marron, J. S.; Wells, Martin T.
15
2004
Dependent SiZer: Goodness-of-fit tests for time series models. Zbl 1121.62462
Park, Cheolwoo; Marron, J. S.; Rondonotti, Vitaliana
13
2004
SiZer for length biased, censored density and hazard estimation. Zbl 1040.62026
Marron, J. S.; de Uña-Álvarez, Jacobo
9
2004
A SiZer analysis of IP flow start times. Zbl 1268.60067
Marron, J. S.; Hernandez-Campos, Felix; Smith, F. D.
1
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.
60
2001
Mode testing via the excess mass estimate. Zbl 0985.62034
Fisher, N. I.; Marron, J. S.
15
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.
2
2001
Scale space view of curve estimation. Zbl 1106.62318
Chaudhuri, Probal; Marron, J. S.
72
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.
104
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.
77
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.
40
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.
40
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.
186
1996
Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037
Jones, M. C.; Marron, J. S.; Sheather, S. J.
37
1996
Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Zbl 0880.62045
González-Manteiga, W.; Cao, R.; Marron, J. S.
29
1996
Improved variable window kernel estimates of probability densities. Zbl 0822.62026
Hall, Peter; Hu, Tien Chung; Marron, J. S.
27
1995
Visual error criteria for qualitative smoothing. Zbl 0826.62026
Marron, J. S.; Tsybakov, A. B.
22
1995
Fast and simple scatterplot smoothing. Zbl 0875.62015
Härdle, W.; Marron, J. S.
11
1995
Facts about the Gaussian probability density function. Zbl 0844.60007
Aldershof, B.; Marron, J. S.; Park, B. U.; Wand, M. P.
9
1995
Scale measures for bandwidth selection. Zbl 0857.62034
Janssen, P.; Marron, J. S.; Veraverbeke, N.; Sarle, W.
6
1995
On partial local smoothing rules for curve estimation. Zbl 0830.62038
Hall, Peter; Marron, J. Stephen; Titterington, D. M.
5
1995
Transformations to reduce boundary bias in kernel density estimation. Zbl 0805.62046
Marron, J. S.; Ruppert, D.
51
1994
...and 48 more Documents
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Cited by 2,987 Authors

78 Marron, James Stephen
50 Hall, Peter Gavin
33 Vieu, Philippe
32 Park, Byeong Uk
24 Aoshima, Makoto
24 Yata, Kazuyoshi
21 Jones, Michael Chris
19 Dette, Holger
18 Müller, Hans-Georg
18 Wand, Matthew P.
17 González-Manteiga, Wenceslao
15 Cao, Ricardo
15 Fan, Jianqing
15 Härdle, Wolfgang Karl
15 Huckemann, Stephan F.
15 Srivastava, Anuj
14 Fraiman, Ricardo
14 Hazelton, Martin L.
14 Mammen, Enno
14 Rachdi, Mustapha
13 Kim, Taeyoon
13 Li, Qi
12 Cuevas, Antonio
12 Gijbels, Irène
12 Godtliebsen, Fred
12 Jung, Sungkyu
12 Linton, Oliver Bruce
12 Nielsen, Jens Perch
12 Park, Cheolwoo
11 Boente, Graciela
11 Munk, Axel
11 Secchi, Piercesare
10 Chacón, José E.
10 Ghosh, Anil Kumar
10 Laksaci, Ali
10 Lin, Lu
10 Quintela-Del-Río, Alejandro
10 Shang, Han Lin
10 Shen, Haipeng
10 Tenreiro, Carlos
9 Ahmad, Ibrahim A.
9 Bagkavos, Dimitrios
9 Duong, Tarn
9 Naito, Kanta
9 Politis, Dimitris Nicolas
9 Schick, Anton
9 Tsybakov, Alexandre B.
9 Vantini, Simone
8 Aneiros-Pérez, Germán
8 Chesneau, Christophe
8 Davies, Patrick Laurie
8 Dryden, Ian L.
8 Efromovich, Sam
8 Ferraty, Frédéric
8 Hart, Jeffrey D.
8 Karunamuni, Rohana J.
8 Kiessé, Tristan Senga
8 Kovac, Arne
8 Mason, David M.
8 Padgett, William Jowayne
8 Parmeter, Christopher F.
8 Sperlich, Stefan
8 Steland, Ansgar
8 Zhu, Lixing
7 Ahn, Jeongyoun
7 Bouzebda, Salim
7 de Uña-Álvarez, Jacobo
7 Delaigle, Aurore
7 Guillen, Montserrat
7 Henderson, Daniel J.
7 Horová, Ivana
7 Kim, Choongrak
7 Kulasekera, Karunarathna B.
7 Liu, Yufeng
7 Resnick, Sidney Ira
7 Rodríguez-Casal, Alberto
7 Sarda, Pascal
7 Slaoui, Yousri
7 Tucker, J. Derek
7 Tyler, David E.
7 Vilar Fernandez, Juan Manuel
7 Wang, Haonan
7 Wasserman, Larry Alan
7 Yao, Qiwei
7 Yu, Keming
6 Abdous, Belkacem
6 Birch, Jeffrey B.
6 Bolancé, Catalina
6 Cai, Tony Tony
6 Cheng, Ming-Yen
6 Devroye, Luc P. J. A.
6 Eltzner, Benjamin
6 Grillenzoni, Carlo
6 Holmström, Lasse
6 Huang, Jianhua Z.
6 Huang, Li-Shan
6 Hutson, Alan David
6 Ishii, Aki
6 Kakizawa, Yoshihide
6 Kang, Kee Hoon
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216 Computational Statistics and Data Analysis
165 Journal of Nonparametric Statistics
158 The Annals of Statistics
135 Statistics & Probability Letters
131 Journal of Multivariate Analysis
128 Journal of Statistical Planning and Inference
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62 Journal of Econometrics
56 Journal of Statistical Computation and Simulation
47 Annals of the Institute of Statistical Mathematics
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33 Journal of Applied Statistics
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8 Comptes Rendus. Mathématique. Académie des Sciences, Paris
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