×

zbMATH — the first resource for mathematics

Marron, James Stephen

Compute Distance To:
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
External Links: ORCID
Documents Indexed: 162 Publications since 1983, including 2 Books
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 Dryden, Ian L.
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 Cheng, Ming-Yen
1 Chi, Yueh-Yun
1 Chiu, Shean-Tsong
1 Choi, Hyo-young
1 Cohen, K. L.
1 de Uña-Álvarez, Jacobo
1 Diggle, Peter John
1 Dittmer, D. P.
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 Heckman, Nancy E.
1 Hennig, Christian
1 Hoadley, Katherine A.
1 Hong, Junpyo
1 Hotz, Thomas
...and 60 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

141 Publications have been cited 3,447 times in 2,116 Documents Cited by Year
Exact mean integrated squared error. Zbl 0746.62040
Marron, J. S.; Wand, M. P.
237
1992
A brief survey of bandwidth selection for density estimation. Zbl 0873.62040
Jones, M. C.; Marron, J. S.; Sheather, S. J.
172
1996
Optimal bandwidth selection in nonparametric regression function estimation. Zbl 0594.62043
Härdle, Wolfgang; Marron, James Stephen
142
1985
How far are automatically chosen regression smoothing parameters from their optimum? Zbl 0644.62048
Härdle, Wolfgang; Hall, Peter; Marron, J. S.
118
1988
Estimation of integrated squared density derivatives. Zbl 0628.62029
Hall, Peter; Marron, J. S.
104
1987
Geometric representation of high dimension, low sample size data. Zbl 1069.62097
Hall, Peter; Marron, J. S.; Neeman, Amnon
92
2005
SiZer for exploration of structures in curves. Zbl 1072.62556
Chaudhuri, Probal; Marron, J. S.
88
1999
Bootstrap simultaneous error bars for nonparametric regression. Zbl 0725.62037
Härdle, W.; Marron, J. S.
84
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.
66
1999
Semiparametric comparison of regression curves. Zbl 0703.62053
Härdle, W.; Marron, J. S.
66
1990
Extent to which least-squares cross-validation minimises integrated square error in nonparametric density estimation. Zbl 0588.62052
Hall, Peter; Marron, James Stephen
66
1987
Scale space view of curve estimation. Zbl 1106.62318
Chaudhuri, Probal; Marron, J. S.
65
2000
PCA consistency in high dimension, low sample size context. Zbl 1191.62108
Jung, Sungkyu; Marron, J. S.
64
2009
Transformations in density estimation. (With discussions). Zbl 0742.62046
Wand, M. P.; Marron, J. S.; Ruppert, D.
63
1991
Kernel quantile estimators. Zbl 0705.62042
Sheather, Simon J.; Marron, J. S.
62
1990
Asymptotically optimal bandwidth selection for kernel density estimators from randomly right-censored samples. Zbl 0657.62038
Marron, J. S.; Padgett, W. J.
61
1987
On optimal data-based bandwidth selection in kernel density estimation. Zbl 0733.62045
Hall, Peter; Sheather, Simon J.; Jones, M. C.; Marron, J. S.
61
1991
On variance estimation in nonparametric regression. Zbl 0711.62035
Hall, Peter; Marron, J. S.
60
1990
Smoothed cross-validation. Zbl 0742.62042
Hall, Peter; Marron, J. S.; Park, Byeong U.
56
1992
A general projection framework for constrained smoothing. Zbl 1059.62535
Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P.
53
2001
Comparison of two bandwidth selectors with dependent errors. Zbl 0738.62042
Chu, C.-K.; Marron, J. S.
46
1991
Object oriented data analysis: sets of trees. Zbl 1126.62002
Wang, Haonan; Marron, J. S.
46
2007
Transformations to reduce boundary bias in kernel density estimation. Zbl 0805.62046
Marron, J. S.; Ruppert, D.
45
1994
Overview of object oriented data analysis. Zbl 1309.62008
Marron, J. Steve; Alonso, Andrés M.
44
2014
Choosing a kernel regression estimator. With comments and a rejoinder by the authors. Zbl 0955.62561
Chu, C.-K.; Marron, J. S.
44
1991
A simple root \(n\) bandwidth selector. Zbl 0745.62033
Jones, M. C.; Marron, J. S.; Park, B. U.
44
1991
Random approximations to some measures of accuracy in nonparametric curve estimation. Zbl 0608.62045
Marron, James Stephen; Härdle, Wolfgang
44
1986
A comparison of cross-validation techniques in density estimation. Zbl 0619.62032
Marron, J. S.
43
1987
Edge-preserving smoothers for image processing. (With discussion). Zbl 0954.62115
Chu, C. K.; Glad, I. K.; Godtliebsen, F.; Marron, J. S.
38
1998
Distance-weighted discrimination. Zbl 1332.62213
Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun
38
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
38
2007
Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037
Jones, M. C.; Marron, J. S.; Sheather, S. J.
36
1996
Variable window width kernel estimates of probability densities. Zbl 0637.62036
Hall, Peter; Marron, J. S.
36
1988
Lower bounds for bandwidth selection in density estimation. Zbl 0742.62041
Hall, Peter; Marron, J. S.
34
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
Analysis of principal nested spheres. Zbl 1437.62507
Jung, Sungkyu; Dryden, Ian L.; Marron, J. S.
32
2012
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
On automatic boundary corrections. Zbl 0890.62026
Cheng, Ming-Yen; Fan, Jianqing; Marron, J. S.
31
1997
Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Zbl 0880.62045
González-Manteiga, W.; Cao, R.; Marron, J. S.
28
1996
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.
26
1992
Regression smoothing parameters that are not far from their optimum. Zbl 0850.62352
Härdle, W.; Hall, P.; Marron, J. S.
26
1992
Biclustering via sparse singular value decomposition. Zbl 1233.62182
Lee, Mihee; Shen, Haipeng; Huang, Jianhua Z.; Marron, J. S.
26
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
24
2013
Choice of kernel order in density estimation. Zbl 0637.62035
Hall, Peter; Marron, J. S.
24
1988
Canonical kernels for density estimation. Zbl 0662.62035
Marron, J. S.; Nolan, D.
24
1988
Consistency of sparse PCA in high dimension, low sample size contexts. Zbl 1258.62072
Shen, Dan; Shen, Haipeng; Marron, J. S.
19
2013
Principal arc analysis on direct product manifolds. Zbl 1220.62077
Jung, Sungkyu; Foskey, Mark; Marron, J. S.
19
2011
Bandwidth choice for density derivatives. Zbl 0699.62036
Härdle, Wolfgang; Marron, J. S.; Wand, M. P.
19
1990
Visual error criteria for qualitative smoothing. Zbl 0826.62026
Marron, J. S.; Tsybakov, A. B.
19
1995
Bootstrap bandwidth selection. Zbl 0838.62029
Marron, J. S.
19
1992
Advanced distribution theory for SiZer. Zbl 1119.62300
Hannig, J.; Marron, J. S.
19
2006
Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079
Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S.
19
2008
Equivalence of smoothing parameter selectors in density and intensity estimation. Zbl 0662.62036
Diggle, Peter; Marron, J. S.
19
1988
Local minima in cross-validation functions. Zbl 0800.62216
Hall, Peter; Marron, J. S.
17
1991
Some heuristics of kernel based estimators of ratio functions. Zbl 1380.62156
Patil, P. N.; Wells, M. T.; Marron, J. S.
16
1994
The maximal data piling direction for discrimination. Zbl 1182.62134
Ahn, Jeongyoun; Marron, J. S.
16
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.
16
2010
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
Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110
Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S.
15
2012
Functional data analysis of amplitude and phase variation. Zbl 1426.62146
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj
14
2015
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.
14
2013
On the use of pilot estimators in bandwidth selection. Zbl 1263.62059
Park, Byeong U.; Marron, J. S.
13
1992
Mode testing via the excess mass estimate. Zbl 0985.62034
Fisher, N. I.; Marron, J. S.
13
2001
Iterated transformation-kernel density estimation. Zbl 0996.62032
Yang, Lijian; Marron, James S.
13
1999
M-smoother with local linear fit. Zbl 1011.62044
Rue, Håvard; Chu, Chih-Kang; Godtliebsen, Fred; Marron, James Stephen
13
2002
Best possibility constant for bandwidth selection. Zbl 0765.62041
Fan, Jianqing; Marron, James S.
13
1992
A principal component analysis for trees. Zbl 1184.62100
Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S.
13
2009
Testing for multimodality. Zbl 0900.62227
Fisher, N. I.; Mammen, E.; Marron, J. S.
12
1994
Dependent SiZer: Goodness-of-fit tests for time series models. Zbl 1121.62462
Park, Cheolwoo; Marron, J. S.; Rondonotti, Vitaliana
12
2004
Fast and simple scatterplot smoothing. Zbl 0875.62015
Härdle, W.; Marron, J. S.
11
1995
Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100
Jung, Sungkyu; Sen, Arusharka; Marron, J. S.
11
2012
The statistics and mathematics of high dimension low sample size asymptotics. Zbl 1356.62077
Shen, Dan; Shen, Haipeng; Zhu, Hongtu; Marron, J. S.
10
2016
Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371
Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo
10
2007
Backwards principal component analysis and principal nested relations. Zbl 1308.62124
Damon, James; Marron, J. S.
9
2014
Uniform consistency of automatic and location-adaptive delta-sequence estimators. Zbl 0644.62041
Nolan, Deborah; Marron, J. Stephen
9
1989
SiZer for length biased, censored density and hazard estimation. Zbl 1040.62026
Marron, J. S.; de Uña-Álvarez, Jacobo
8
2004
Extremal dependence: internet traffic applications. Zbl 1061.62077
Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I.
8
2005
Proteomics profiles from mass spectrometry. Zbl 1305.62370
Koch, Inge; Hoffmann, Peter; Marron, J. S.
8
2014
Partitioned cross-validation. Zbl 0718.62080
Marron, J. S.
8
1987
Facts about the Gaussian probability density function. Zbl 0844.60007
Aldershof, B.; Marron, J. S.; Park, B. U.; Wand, M. P.
8
1995
Convergence properties of an empirical error criterion for multivariate density estimation. Zbl 0616.62064
Marron, James Stephen
8
1986
SiZer for jump detection. Zbl 1087.62003
Kim, C. S.; Marron, J. S.
8
2006
SiZer for smoothing splines. Zbl 1091.62001
Marron, J. S.; Zhang, Jin-Ting
8
2005
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.
8
2013
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.
8
2018
Statistics of time warpings and phase variations. Zbl 1305.62015
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj
7
2014
Mass recentred kernel smoothers. Zbl 1090.62530
Mammen, E.; Marron, J. S.
7
1997
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.
7
2010
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
Loss and risk in smoothing parameter selection. Zbl 1380.62148
Grund, Birgit; Hall, Peter; Marron, J. S.
6
1994
Scale measures for bandwidth selection. Zbl 0857.62034
Janssen, P.; Marron, J. S.; Veraverbeke, N.; Sarle, W.
6
1995
Curve estimation when the design density is low. Zbl 0874.62037
Hall, Peter; Marron, J. S.; Neumann, M. H.; Titterington, D. M.
6
1997
Local likelihood siZer map. Zbl 1193.62085
Li, Runze; Marron, J. S.
6
2005
Optimal rates of convergence to Bayes risk in nonparametric discrimination. Zbl 0554.62053
Marron, James Stephen
6
1983
A scale-based approach to finding effective dimensionality in manifold learning. Zbl 1320.62115
Wang, Xiaohui; Marron, J. Steve
6
2008
Bidirectional discrimination with application to data visualization. Zbl 1452.62449
Huang, Hanwen; Liu, Yufeng; Marron, J. S.
6
2012
An assessment of finite sample performance of adaptive methods in density estimation. Zbl 1061.62526
Farmen, Mark; Marron, J. S.
5
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.
8
2018
Angle-based joint and individual variation explained. Zbl 1408.62113
Feng, Qing; Jiang, Meilei; Hannig, Jan; Marron, J. S.
4
2018
Relative optimality conditions and algorithms for treespace Fréchet means. Zbl 1395.90239
Skwerer, Sean; Provan, Scott; Marron, J. S.
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
Eigenvalue significance testing for genetic association. Zbl 1415.62151
Zhou, Yi-hui; Marron, J. S.; Wright, Fred A.
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.
10
2016
A general framework for consistency of principal component analysis. Zbl 1392.62177
Shen, Dan; Shen, Haipeng; Marron, J. S.
5
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
14
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
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.
44
2014
Backwards principal component analysis and principal nested relations. Zbl 1308.62124
Damon, James; Marron, J. S.
9
2014
Proteomics profiles from mass spectrometry. Zbl 1305.62370
Koch, Inge; Hoffmann, Peter; Marron, J. S.
8
2014
Statistics of time warpings and phase variations. Zbl 1305.62015
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj
7
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.
5
2014
Analysis of spike train data: comparison between the real and the simulated data. Zbl 1305.62330
Lu, Xiaosun; Marron, J. S.
4
2014
Asymptotics of hierarchical clustering for growing dimension. Zbl 1278.62093
Borysov, Petro; Hannig, Jan; Marron, J. S.
3
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
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
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
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.
14
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.
8
2013
Deconvolution estimation of mixture distributions with boundaries. Zbl 1337.62068
Lee, Mihee; Hall, Peter; Shen, Haipeng; Marron, J. S.; Tolle, Jon; Burch, Christina
5
2013
Comparison of binary discrimination methods for high dimension low sample size data. Zbl 1259.62052
Bolivar-Cime, A.; Marron, J. S.
1
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
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.
1
2013
Analysis of principal nested spheres. Zbl 1437.62507
Jung, Sungkyu; Dryden, Ian L.; Marron, J. S.
32
2012
Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110
Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S.
15
2012
Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100
Jung, Sungkyu; Sen, Arusharka; Marron, J. S.
11
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.
19
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.
1
2011
Biclustering via sparse singular value decomposition. Zbl 1233.62182
Lee, Mihee; Shen, Haipeng; Huang, Jianhua Z.; Marron, J. S.
26
2010
The maximal data piling direction for discrimination. Zbl 1182.62134
Ahn, Jeongyoun; Marron, J. S.
16
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.
16
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.
7
2010
PCA consistency in high dimension, low sample size context. Zbl 1191.62108
Jung, Sungkyu; Marron, J. S.
64
2009
A principal component analysis for trees. Zbl 1184.62100
Aydın, 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 1162.62058
Jiang, Jiancheng; Marron, J. S.; Jiang, Xuejun
2
2009
Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079
Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S.
19
2008
A scale-based approach to finding effective dimensionality in manifold learning. Zbl 1320.62115
Wang, Xiaohui; Marron, J. Steve
6
2008
Object oriented data analysis: sets of trees. Zbl 1126.62002
Wang, Haonan; Marron, J. S.
46
2007
Distance-weighted discrimination. Zbl 1332.62213
Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun
38
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
38
2007
Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371
Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo
10
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.
19
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
92
2005
Extremal dependence: internet traffic applications. Zbl 1061.62077
Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I.
8
2005
SiZer for smoothing splines. Zbl 1091.62001
Marron, J. S.; Zhang, Jin-Ting
8
2005
Local likelihood siZer map. Zbl 1193.62085
Li, Runze; Marron, J. S.
6
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
12
2004
SiZer for length biased, censored density and hazard estimation. Zbl 1040.62026
Marron, J. S.; de Uña-Álvarez, Jacobo
8
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
13
2002
A general projection framework for constrained smoothing. Zbl 1059.62535
Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P.
53
2001
Mode testing via the excess mass estimate. Zbl 0985.62034
Fisher, N. I.; Marron, J. S.
13
2001
Intuitive, localized analysis of shape variability. Zbl 0982.68672
Yushkevich, Paul; Pizer, Stephen M.; Joshi, Sarang; Marron, J. S.
2
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.
65
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.
88
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.
66
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.
5
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.
38
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.
31
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.
172
1996
Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037
Jones, M. C.; Marron, J. S.; Sheather, S. J.
36
1996
Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Zbl 0880.62045
González-Manteiga, W.; Cao, R.; Marron, J. S.
28
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.
19
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.
8
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.
45
1994
Some heuristics of kernel based estimators of ratio functions. Zbl 1380.62156
Patil, P. N.; Wells, M. T.; Marron, J. S.
16
1994
Testing for multimodality. Zbl 0900.62227
Fisher, N. I.; Mammen, E.; Marron, J. S.
12
1994
Loss and risk in smoothing parameter selection. Zbl 1380.62148
Grund, Birgit; Hall, Peter; Marron, J. S.
6
1994
Asymptotically best bandwidth selectors in kernel density estimation. Zbl 0787.62043
Kim, W. C.; Park, B. U.; Marron, J. S.
5
1994
Testing for multimodality. Zbl 0825.62444
Fisher, N. I.; Mammen, E.; Marron, J. S.
4
1994
Exact mean integrated squared error. Zbl 0746.62040
Marron, J. S.; Wand, M. P.
237
1992
Smoothed cross-validation. Zbl 0742.62042
Hall, Peter; Marron, J. S.; Park, Byeong U.
56
1992
...and 41 more Documents
all top 5

Cited by 2,606 Authors

71 Marron, James Stephen
49 Hall, Peter Gavin
32 Vieu, Philippe
30 Park, Byeong Uk
22 Aoshima, Makoto
21 Jones, Michael Chris
21 Yata, Kazuyoshi
19 Dette, Holger
17 González-Manteiga, Wenceslao
17 Wand, Matthew P.
15 Cao, Ricardo
15 Fan, Jianqing
15 Härdle, Wolfgang Karl
15 Müller, Hans-Georg
14 Fraiman, Ricardo
14 Hazelton, Martin L.
14 Mammen, Enno
14 Rachdi, Mustapha
13 Kim, Taeyoon
12 Cuevas, Antonio
12 Godtliebsen, Fred
12 Huckemann, Stephan F.
12 Li, Qi
12 Srivastava, Anuj
11 Nielsen, Jens Perch
10 Boente, Graciela
10 Chacón, José E.
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 Bagkavos, Dimitrios
8 Chesneau, Christophe
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 Parmeter, Christopher F.
8 Shang, Han Lin
8 Steland, Ansgar
8 Tsybakov, Alexandre B.
8 Zhu, Lixing
7 Aneiros-Pérez, Germán
7 Davies, Patrick Laurie
7 de Uña-Álvarez, Jacobo
7 Delaigle, Aurore
7 Dryden, Ian L.
7 Guillen, Montserrat
7 Henderson, Daniel J.
7 Kiessé, Tristan Senga
7 Kim, Choongrak
7 Kovac, Arne
7 Kulasekera, Karunarathna B.
7 Resnick, Sidney Ira
7 Rodríguez-Casal, Alberto
7 Sarda, Pascal
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 Holmström, Lasse
6 Horová, Ivana
6 Huang, Li-Shan
6 Hutson, Alan David
6 Jung, Sungkyu
6 Kakizawa, Yoshihide
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 Slaoui, Yousri
6 Tjøstheim, Dag B.
6 Tong, Tiejun
6 Turlach, Berwin A.
6 Tyler, David E.
6 Wasserman, Larry Alan
...and 2,506 more Authors
all top 5

Cited in 214 Serials

205 Computational Statistics and Data Analysis
164 Journal of Nonparametric Statistics
152 The Annals of Statistics
131 Statistics & Probability Letters
124 Journal of Statistical Planning and Inference
120 Journal of Multivariate Analysis
73 Communications in Statistics. Theory and Methods
62 Electronic Journal of Statistics
60 Journal of Econometrics
51 Journal of Statistical Computation and Simulation
46 Annals of the Institute of Statistical Mathematics
41 Computational Statistics
39 Test
34 The Annals of Applied Statistics
32 Journal of the American Statistical Association
31 Scandinavian Journal of Statistics
29 Statistics
26 The Canadian Journal of Statistics
25 Communications in Statistics. Simulation and Computation
24 Journal of Applied Statistics
19 Journal of the Korean Statistical Society
19 Statistics and Computing
18 Probability Theory and Related Fields
18 Bernoulli
17 Biometrics
16 Biometrical Journal
12 Statistical Science
12 Statistical Papers
11 Metrika
11 Journal of Time Series Analysis
11 Journal of the Royal Statistical Society. Series B. Statistical Methodology
11 Econometric Theory
11 Sankhyā. Series A
9 Pattern Recognition
9 Stochastic Processes and their Applications
9 Journal of Mathematical Imaging and Vision
9 Australian & New Zealand Journal of Statistics
9 Statistical Methodology
9 Journal of Statistical Theory and Practice
8 Methodology and Computing in Applied Probability
8 Journal of Machine Learning Research (JMLR)
8 Comptes Rendus. Mathématique. Académie des Sciences, Paris
8 Statistical Methods and Applications
7 Sequential Analysis
7 Mathematical Methods of Statistics
7 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
7 Statistical Analysis and Data Mining
6 Insurance Mathematics & Economics
6 Acta Mathematicae Applicatae Sinica. English Series
6 Econometric Reviews
6 Economics Letters
6 Automation and Remote Control
6 European Journal of Operational Research
6 Statistical Inference for Stochastic Processes
6 Statistical Modelling
6 Journal of Probability and Statistics
5 Machine Learning
5 Extremes
5 Advances in Data Analysis and Classification. ADAC
5 AStA. Advances in Statistical Analysis
4 Computer Methods in Applied Mechanics and Engineering
4 Information Sciences
4 Journal of Computational and Applied Mathematics
4 Journal of Classification
4 Annals of Operations Research
4 Lifetime Data Analysis
4 The Econometrics Journal
3 Advances in Applied Probability
3 Journal of Computational Physics
3 Applied Mathematics and Computation
3 International Statistical Review
3 Neural Networks
3 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
3 Computational Optimization and Applications
3 Quantitative Finance
3 Stochastic Models
3 Mathematical Geosciences
3 \(p\)-Adic Numbers, Ultrametric Analysis, and Applications
3 Journal of Agricultural, Biological, and Environmental Statistics
3 Journal of Theoretical Biology
3 Bayesian Analysis
2 Discrete Applied Mathematics
2 Journal of the Franklin Institute
2 Mathematical Biosciences
2 Physica A
2 International Journal for Numerical Methods in Engineering
2 Kybernetika
2 Mathematics and Computers in Simulation
2 Statistica Neerlandica
2 Moscow University Computational Mathematics and Cybernetics
2 Advances in Applied Mathematics
2 Acta Applicandae Mathematicae
2 American Journal of Mathematical and Management Sciences
2 Computers & Operations Research
2 International Journal of Approximate Reasoning
2 SIAM Journal on Matrix Analysis and Applications
2 Science in China. Series A
2 Neural Computation
2 Linear Algebra and its Applications
2 Mathematical Programming. Series A. Series B
...and 114 more Serials
all top 5

Cited in 46 Fields

1,993 Statistics (62-XX)
369 Numerical analysis (65-XX)
182 Probability theory and stochastic processes (60-XX)
87 Computer science (68-XX)
69 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
56 Biology and other natural sciences (92-XX)
40 Operations research, mathematical programming (90-XX)
37 Harmonic analysis on Euclidean spaces (42-XX)
31 Information and communication theory, circuits (94-XX)
17 Combinatorics (05-XX)
17 Linear and multilinear algebra; matrix theory (15-XX)
17 Differential geometry (53-XX)
14 Systems theory; control (93-XX)
11 Partial differential equations (35-XX)
11 Geophysics (86-XX)
10 Functional analysis (46-XX)
8 Mechanics of deformable solids (74-XX)
7 Ordinary differential equations (34-XX)
7 Global analysis, analysis on manifolds (58-XX)
6 General and overarching topics; collections (00-XX)
6 Calculus of variations and optimal control; optimization (49-XX)
6 Convex and discrete geometry (52-XX)
6 Statistical mechanics, structure of matter (82-XX)
5 Approximations and expansions (41-XX)
4 Fluid mechanics (76-XX)
4 Astronomy and astrophysics (85-XX)
3 Real functions (26-XX)
3 Dynamical systems and ergodic theory (37-XX)
3 Algebraic topology (55-XX)
3 Mathematics education (97-XX)
2 Functions of a complex variable (30-XX)
2 Several complex variables and analytic spaces (32-XX)
2 Special functions (33-XX)
2 Integral transforms, operational calculus (44-XX)
2 Operator theory (47-XX)
2 Geometry (51-XX)
2 General topology (54-XX)
2 Manifolds and cell complexes (57-XX)
1 History and biography (01-XX)
1 Number theory (11-XX)
1 Algebraic geometry (14-XX)
1 Topological groups, Lie groups (22-XX)
1 Measure and integration (28-XX)
1 Integral equations (45-XX)
1 Optics, electromagnetic theory (78-XX)
1 Quantum theory (81-XX)

Citations by Year