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Marron, James Stephen

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
all top 5

Co-Authors

15 single-authored
22 Hall, Peter Gavin
11 Härdle, Wolfgang Karl
10 Liu, Yufeng
10 Shen, Haipeng
8 Jung, Sungkyu
6 Hannig, Jan
6 Park, Cheolwoo
6 Shen, Dan
5 Godtliebsen, Fred
5 Mammen, Enno
5 Park, Byeong Uk
5 Pizer, Stephen M.
5 Wand, Matthew P.
5 Zhou, Yihui
5 Zhu, Hongtu
4 Bullitt, Elizabeth
4 Chu, Chih-Kang
4 Damon, James Norman
4 Fan, Jianqing
4 Fisher, Nicholas I.
4 Hayes, David Neil
4 Hernandez-Campos, Felix
4 Hoadley, Katherine A.
4 Huckemann, Stephan F.
4 Jones, Michael Chris
4 Lee, Mihee
4 Lu, Xiaosun
4 Nobel, Andrew B.
4 Sheather, Simon J.
4 Titterington, D. Michael
4 Wang, Haonan
3 Ahn, Jeongyoun
3 Aydın, Burcu
3 Carmichael, Iain
3 Huang, Hanwen
3 Koch, Inge
3 Miller, Ezra
3 Schulz, Jörn
3 Skwerer, Sean
3 Smith, F. Donelson
2 Alonso, Andrés M.
2 Burch, Christina
2 Chaudhuri, Probal
2 Dryden, Ian L.
2 Feng, Qing
2 Foskey, Mark
2 García-Portugués, Eduardo
2 Hoffmann, Peter
2 Jeffay, Kevin
2 Kent, John T.
2 Kimes, Patrick K.
2 Ladha, Alim
2 Li, Runze
2 Liu, Zhiyuan
2 Lock, Eric F.
2 Nolan, Deborah
2 Owen, Megan
2 Pataki, Gábor
2 Patrangenaru, Victor
2 Perou, Charles M.
2 Provan, Scott
2 Qiao, Xingye
2 Ramsay, James O.
2 Rondonotti, Vitaliana
2 Ruppert, David
2 Samworth, Richard J.
2 Sangalli, Laura Maria
2 Srivastava, Anuj
2 Stoev, Stilian A.
2 Styner, Martin A.
2 Taqqu, Murad S.
2 Todd, Michael J.
2 Tsybakov, Alexandre B.
2 Vicory, Jared
2 Wells, Martin T.
2 Wright, Fred A.
2 Yu, Keming
2 Yuan, Ying
2 Zhang, Hao Helen
2 Zhang, Jinting
2 Zhang, Kai
2 Zhang, Lingsong
2 Zhang, Wenyang
2 Zou, Hui
1 Adragni, Kofi Placid
1 Ahmad, Amir A.
1 Aldershof, Brian
1 An, Hyowon
1 Anagnostopoulos, Christoforos
1 Aoshima, Makoto
1 Bailey, Natalia
1 Baxter, Paul D.
1 Benito, Mónica
1 Bickel, Peter John
1 Bolivar-Cime, Addy
1 Borgert, J. E.
1 Borysov, Petro
1 Bottolo, Leonardo
1 Bouveyron, Charles
1 Brooks, Maria Mori
...and 176 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

154 Publications have been cited 4,284 times in 2,618 Documents Cited by Year
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
607
2008
Exact mean integrated squared error. Zbl 0746.62040
Marron, J. S.; Wand, M. P.
267
1992
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
218
2013
A brief survey of bandwidth selection for density estimation. Zbl 0873.62040
Jones, M. C.; Marron, J. S.; Sheather, S. J.
203
1996
Optimal bandwidth selection in nonparametric regression function estimation. Zbl 0594.62043
Härdle, Wolfgang; Marron, James Stephen
165
1985
How far are automatically chosen regression smoothing parameters from their optimum? Zbl 0644.62048
Härdle, Wolfgang; Hall, Peter; Marron, J. S.
134
1988
Geometric representation of high dimension, low sample size data. Zbl 1069.62097
Hall, Peter; Marron, J. S.; Neeman, Amnon
127
2005
SiZer for exploration of structures in curves. Zbl 1072.62556
Chaudhuri, Probal; Marron, J. S.
120
1999
Estimation of integrated squared density derivatives. Zbl 0628.62029
Hall, Peter; Marron, J. S.
115
1987
Bootstrap simultaneous error bars for nonparametric regression. Zbl 0725.62037
Härdle, W.; Marron, J. S.
94
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.
93
1999
PCA consistency in high dimension, low sample size context. Zbl 1191.62108
Jung, Sungkyu; Marron, J. S.
87
2009
Scale space view of curve estimation. Zbl 1106.62318
Chaudhuri, Probal; Marron, J. S.
79
2000
Transformations in density estimation. (With discussions). Zbl 0742.62046
Wand, M. P.; Marron, J. S.; Ruppert, D.
77
1991
Extent to which least-squares cross-validation minimises integrated square error in nonparametric density estimation. Zbl 0588.62052
Hall, Peter; Marron, James Stephen
75
1987
Kernel quantile estimators. Zbl 0705.62042
Sheather, Simon J.; Marron, J. S.
74
1990
Overview of object oriented data analysis. Zbl 1309.62008
Marron, J. Steve; Alonso, Andrés M.
73
2014
Semiparametric comparison of regression curves. Zbl 0703.62053
Härdle, W.; Marron, J. S.
70
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.
68
1991
A general projection framework for constrained smoothing. Zbl 1059.62535
Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P.
68
2001
Smoothed cross-validation. Zbl 0742.62042
Hall, Peter; Marron, J. S.; Park, Byeong U.
66
1992
Asymptotically optimal bandwidth selection for kernel density estimators from randomly right-censored samples. Zbl 0657.62038
Marron, J. S.; Padgett, W. J.
66
1987
On variance estimation in nonparametric regression. Zbl 0711.62035
Hall, Peter; Marron, J. S.
61
1990
Distance-weighted discrimination. Zbl 1332.62213
Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun
61
2007
Transformations to reduce boundary bias in kernel density estimation. Zbl 0805.62046
Marron, J. S.; Ruppert, D.
59
1994
Object oriented data analysis: sets of trees. Zbl 1126.62002
Wang, Haonan; Marron, J. S.
53
2007
Comparison of two bandwidth selectors with dependent errors. Zbl 0738.62042
Chu, C.-K.; Marron, J. S.
51
1991
The high-dimension, low-sample-size geometric representation holds under mild conditions. Zbl 1135.62039
Ahn, Jeongyoun; Marron, J. S.; Muller, Keith M.; Chi, Yueh-Yun
48
2007
Choosing a kernel regression estimator. With comments and a rejoinder by the authors. Zbl 0955.62561
Chu, C.-K.; Marron, J. S.
47
1991
Random approximations to some measures of accuracy in nonparametric curve estimation. Zbl 0608.62045
Marron, James Stephen; Härdle, Wolfgang
47
1986
On automatic boundary corrections. Zbl 0890.62026
Cheng, Ming-Yen; Fan, Jianqing; Marron, J. S.
47
1997
A simple root \(n\) bandwidth selector. Zbl 0745.62033
Jones, M. C.; Marron, J. S.; Park, B. U.
47
1991
Analysis of principal nested spheres. Zbl 1437.62507
Jung, Sungkyu; Dryden, Ian L.; Marron, J. S.
46
2012
A comparison of cross-validation techniques in density estimation. Zbl 0619.62032
Marron, J. S.
44
1987
Edge-preserving smoothers for image processing. (With discussion). Zbl 0954.62115
Chu, C. K.; Glad, I. K.; Godtliebsen, F.; Marron, J. S.
43
1998
Variable window width kernel estimates of probability densities. Zbl 0637.62036
Hall, Peter; Marron, J. S.
43
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.
42
2013
Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037
Jones, M. C.; Marron, J. S.; Sheather, S. J.
41
1996
Lower bounds for bandwidth selection in density estimation. Zbl 0742.62041
Hall, Peter; Marron, J. S.
39
1991
Biclustering via sparse singular value decomposition. Zbl 1233.62182
Lee, Mihee; Shen, Haipeng; Huang, Jianhua Z.; Marron, J. S.
37
2010
Sticky central limit theorems on open books. Zbl 1293.60006
Hotz, Thomas; Huckemann, Stephan; Le, Huiling; Marron, J. S.; Mattingly, Jonathan C.; Miller, Ezra; Nolen, James; Owen, Megan; Patrangenaru, Vic; Skwerer, Sean
37
2013
Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110
Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S.
34
2012
Some asymptotics for multimodality tests based on kernel density estimates. Zbl 0745.62048
Mammen, E.; Marron, J. S.; Fisher, N. I.
34
1992
Functional data analysis of amplitude and phase variation. Zbl 1426.62146
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj
33
2015
An asymptotically efficient solution to the bandwidth problem of kernel density estimation. Zbl 0585.62073
Marron, James Stephen
33
1985
On the amount of noise inherent in bandwidth selection for a kernel density estimator. Zbl 0667.62022
Hall, Peter; Marron, J. S.
33
1987
Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Zbl 0880.62045
González-Manteiga, W.; Cao, R.; Marron, J. S.
32
1996
Improved variable window kernel estimates of probability densities. Zbl 0822.62026
Hall, Peter; Hu, Tien Chung; Marron, J. S.
32
1995
Regression smoothing parameters that are not far from their optimum. Zbl 0850.62352
Härdle, W.; Hall, P.; Marron, J. S.
30
1992
Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227
Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S.
28
2010
Bandwidth choice for average derivative estimation. Zbl 0781.62044
Härdle, W.; Hart, J.; Marron, J. S.; Tsybakov, A. B.
27
1992
The maximal data piling direction for discrimination. Zbl 1182.62134
Ahn, Jeongyoun; Marron, J. S.
27
2010
Canonical kernels for density estimation. Zbl 0662.62035
Marron, J. S.; Nolan, D.
27
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.
27
2008
Principal arc analysis on direct product manifolds. Zbl 1220.62077
Jung, Sungkyu; Foskey, Mark; Marron, J. S.
26
2011
Advanced distribution theory for SiZer. Zbl 1119.62300
Hannig, J.; Marron, J. S.
25
2006
Choice of kernel order in density estimation. Zbl 0637.62035
Hall, Peter; Marron, J. S.
24
1988
Visual error criteria for qualitative smoothing. Zbl 0826.62026
Marron, J. S.; Tsybakov, A. B.
23
1995
Equivalence of smoothing parameter selectors in density and intensity estimation. Zbl 0662.62036
Diggle, Peter; Marron, J. S.
23
1988
Angle-based joint and individual variation explained. Zbl 1408.62113
Feng, Qing; Jiang, Meilei; Hannig, Jan; Marron, J. S.
23
2018
Bandwidth choice for density derivatives. Zbl 0699.62036
Härdle, Wolfgang; Marron, J. S.; Wand, M. P.
22
1990
Local minima in cross-validation functions. Zbl 0800.62216
Hall, Peter; Marron, J. S.
20
1991
Consistency of sparse PCA in high dimension, low sample size contexts. Zbl 1258.62072
Shen, Dan; Shen, Haipeng; Marron, J. S.
20
2013
Bootstrap bandwidth selection. Zbl 0838.62029
Marron, J. S.
19
1992
The functional data analysis view of longitudinal data. Zbl 1073.62001
Zhao, Xin; Marron, J. S.; Wells, Martin T.
19
2004
The statistics and mathematics of high dimension low sample size asymptotics. Zbl 1356.62077
Shen, Dan; Shen, Haipeng; Zhu, Hongtu; Marron, J. S.
18
2016
A general framework for consistency of principal component analysis. Zbl 1392.62177
Shen, Dan; Shen, Haipeng; Marron, J. S.
18
2016
A survey of high dimension low sample size asymptotics. Zbl 1462.62368
Aoshima, Makoto; Shen, Dan; Shen, Haipeng; Yata, Kazuyoshi; Zhou, Yi-Hui; Marron, J. S.
18
2018
Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371
Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo
17
2007
Mode testing via the excess mass estimate. Zbl 0985.62034
Fisher, N. I.; Marron, J. S.
17
2001
A principal component analysis for trees. Zbl 1184.62100
Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S.
17
2009
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.
17
2006
Fast algorithms for large-scale generalized distance weighted discrimination. Zbl 07498954
Lam, Xin Yee; Marron, J. S.; Sun, Defeng; Toh, Kim-Chuan
17
2018
Dependent SiZer: Goodness-of-fit tests for time series models. Zbl 1121.62462
Park, Cheolwoo; Marron, J. S.; Rondonotti, Vitaliana
15
2004
Best possibility constant for bandwidth selection. Zbl 0765.62041
Fan, Jianqing; Marron, James S.
15
1992
M-smoother with local linear fit. Zbl 1011.62044
Rue, Håvard; Chu, Chih-Kang; Godtliebsen, Fred; Marron, James Stephen
14
2002
Backwards principal component analysis and principal nested relations. Zbl 1308.62124
Damon, James; Marron, J. S.
14
2014
Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100
Jung, Sungkyu; Sen, Arusharka; Marron, J. S.
14
2012
On the use of pilot estimators in bandwidth selection. Zbl 1263.62059
Park, Byeong U.; Marron, J. S.
14
1992
Iterated transformation-kernel density estimation. Zbl 0996.62032
Yang, Lijian; Marron, James S.
13
1999
Nested sphere statistics of skeletal models. Zbl 1314.68357
Pizer, Stephen M.; Jung, Sungkyu; Goswami, Dibyendusekhar; Vicory, Jared; Zhao, Xiaojie; Chaudhuri, Ritwik; Damon, James N.; Huckemann, Stephan; Marron, J. S.
13
2013
Testing for multimodality. Zbl 0900.62227
Fisher, N. I.; Mammen, E.; Marron, J. S.
12
1994
SiZer for smoothing splines. Zbl 1091.62001
Marron, J. S.; Zhang, Jin-Ting
12
2005
Fast and simple scatterplot smoothing. Zbl 0875.62015
Härdle, W.; Marron, J. S.
11
1995
SiZer for length biased, censored density and hazard estimation. Zbl 1040.62026
Marron, J. S.; de Uña-Álvarez, Jacobo
11
2004
Partitioned cross-validation. Zbl 0718.62080
Marron, J. S.
10
1987
SiZer for jump detection. Zbl 1087.62003
Kim, C. S.; Marron, J. S.
10
2006
Extremal dependence: internet traffic applications. Zbl 1061.62077
Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I.
10
2005
Statistics of time warpings and phase variations. Zbl 1305.62015
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj
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
Visualization and inference based on wavelet coefficients, SiZer and SiNos. Zbl 1445.62236
Park, Cheolwoo; Godtliebsen, Fred; Taqqu, Murad; Stoev, Stilian; Marron, J. S.
9
2007
A scale-based approach to finding effective dimensionality in manifold learning. Zbl 1320.62115
Wang, Xiaohui; Marron, J. Steve
9
2008
Uniform consistency of automatic and location-adaptive delta-sequence estimators. Zbl 0644.62041
Nolan, Deborah; Marron, J. Stephen
9
1989
Asymptotic optimality of the least-squares cross-validation bandwidth for kernel estimates of intensity functions. Zbl 0724.62084
Brooks, Maria Mori; Marron, J. Stephen
8
1991
Proteomics profiles from mass spectrometry. Zbl 1305.62370
Koch, Inge; Hoffmann, Peter; Marron, J. S.
8
2014
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
Local likelihood siZer map. Zbl 1193.62085
Li, Runze; Marron, J. S.
8
2005
Mass recentred kernel smoothers. Zbl 1090.62530
Mammen, E.; Marron, J. S.
7
1997
Convergence properties of an empirical error criterion for multivariate density estimation. Zbl 0616.62064
Marron, James Stephen
7
1986
Object oriented data analysis. Zbl 1476.62008
Marron, J. S.; Dryden, Ian L.
4
2022
Geometric insights into support vector machine behavior using the KKT conditions. Zbl 1493.62414
Carmichael, Iain; Marron, J. S.
3
2021
Joint and individual analysis of breast cancer histologic images and genomic covariates. Zbl 1498.62197
Carmichael, Iain; Calhoun, Benjamin C.; Hoadley, Katherine A.; Troester, Melissa A.; Geradts, Joseph; Couture, Heather D.; Olsson, Linnea; Perou, Charles M.; Niethammer, Marc; Hannig, Jan; Marron, J. S.
1
2021
Object shape representation via skeletal models (s-reps) and statistical analysis. Zbl 1451.92187
Pizer, Stephen M.; Hong, Junpyo; Vicory, Jared; Liu, Zhiyuan; Marron, J. S.; Choi, Hyo-young; Damon, James; Jung, Sungkyu; Paniagua, Beatriz; Schulz, Jörn; Sharma, Ankur; Tu, Liyun; Wang, Jiyao
2
2020
Angle-based joint and individual variation explained. Zbl 1408.62113
Feng, Qing; Jiang, Meilei; Hannig, Jan; Marron, J. S.
23
2018
A survey of high dimension low sample size asymptotics. Zbl 1462.62368
Aoshima, Makoto; Shen, Dan; Shen, Haipeng; Yata, Kazuyoshi; Zhou, Yi-Hui; Marron, J. S.
18
2018
Fast algorithms for large-scale generalized distance weighted discrimination. Zbl 07498954
Lam, Xin Yee; Marron, J. S.; Sun, Defeng; Toh, Kim-Chuan
17
2018
Eigenvalue significance testing for genetic association. Zbl 1415.62151
Zhou, Yi-hui; Marron, J. S.; Wright, Fred A.
5
2018
Data science vs. statistics: two cultures? Zbl 1430.62017
Carmichael, Iain; Marron, J. S.
4
2018
Relative optimality conditions and algorithms for treespace Fréchet means. Zbl 1395.90239
Skwerer, Sean; Provan, Scott; Marron, J. S.
4
2018
Computation of ancestry scores with mixed families and unrelated individuals. Zbl 1415.62150
Zhou, Yi-hui; Marron, James S.; Wright, Fred A.
1
2018
Statistical significance for hierarchical clustering. Zbl 1522.62165
Kimes, Patrick K.; Liu, Yufeng; Hayes, David Neil; Marron, James Stephen
6
2017
The statistics and mathematics of high dimension low sample size asymptotics. Zbl 1356.62077
Shen, Dan; Shen, Haipeng; Zhu, Hongtu; Marron, J. S.
18
2016
A general framework for consistency of principal component analysis. Zbl 1392.62177
Shen, Dan; Shen, Haipeng; Marron, J. S.
18
2016
Non-linear hypothesis testing of geometric object properties of shapes applied to hippocampi. Zbl 1338.92063
Schulz, Jörn; Pizer, Stephen M.; Marron, J. S.; Godtliebsen, Fred
3
2016
Significance testing in clustering. Zbl 1396.62141
Huang, Hanwen; Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S.; Hennig, Christian
1
2016
Functional data analysis of amplitude and phase variation. Zbl 1426.62146
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj
33
2015
High dimension low sample size asymptotics of robust PCA. Zbl 1307.62160
Zhou, Yi-Hui; Marron, J. S.
4
2015
“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.
73
2014
Backwards principal component analysis and principal nested relations. Zbl 1308.62124
Damon, James; Marron, J. S.
14
2014
Statistics of time warpings and phase variations. Zbl 1305.62015
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj
10
2014
Proteomics profiles from mass spectrometry. Zbl 1305.62370
Koch, Inge; Hoffmann, Peter; Marron, J. S.
8
2014
Tree-oriented analysis of brain artery structure. Zbl 1303.92054
Skwerer, Sean; Bullitt, Elizabeth; Huckemann, Stephan; Miller, Ezra; Oguz, Ipek; Owen, Megan; Patrangenaru, Vic; Provan, Scott; Marron, J. S.
6
2014
Asymptotics of hierarchical clustering for growing dimension. Zbl 1278.62093
Borysov, Petro; Hannig, Jan; Marron, J. S.
6
2014
Analysis of spike train data: comparison between the real and the simulated data. Zbl 1305.62330
Lu, Xiaosun; Marron, J. S.
4
2014
Object oriented data analysis: open problems regarding manifolds. Zbl 1430.62271
Marron, J. S.
2
2014
Analysis of proteomics data: impact of alignment on classification. Zbl 1305.62372
Lu, Xiaosun; Koch, Inge; Marron, J. S.
2
2014
Analysis of juggling data: object oriented data analysis of clustering in acceleration functions. Zbl 1305.62014
Lu, Xiaosun; Marron, J. S.
2
2014
Multiresolution anomaly detection method for fractional Gaussian noise. Zbl 1514.62971
Zhang, Lingsong; Zhu, Zhengyuan; Marron, J. S.
1
2014
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
218
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.
42
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
37
2013
Consistency of sparse PCA in high dimension, low sample size contexts. Zbl 1258.62072
Shen, Dan; Shen, Haipeng; Marron, J. S.
20
2013
Nested sphere statistics of skeletal models. Zbl 1314.68357
Pizer, Stephen M.; Jung, Sungkyu; Goswami, Dibyendusekhar; Vicory, Jared; Zhao, Xiaojie; Chaudhuri, Ritwik; Damon, James N.; Huckemann, Stephan; Marron, J. S.
13
2013
Deconvolution estimation of mixture distributions with boundaries. Zbl 1337.62068
Lee, Mihee; Hall, Peter; Shen, Haipeng; Marron, J. S.; Tolle, Jon; Burch, Christina
7
2013
Comparison of binary discrimination methods for high dimension low sample size data. Zbl 1259.62052
Bolivar-Cime, A.; Marron, J. S.
3
2013
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.
2
2013
Analysis of principal nested spheres. Zbl 1437.62507
Jung, Sungkyu; Dryden, Ian L.; Marron, J. S.
46
2012
Local polynomial regression for symmetric positive definite matrices. Zbl 1411.62110
Yuan, Ying; Zhu, Hongtu; Lin, Weili; Marron, J. S.
34
2012
Boundary behavior in high dimension, low sample size asymptotics of PCA. Zbl 1241.62100
Jung, Sungkyu; Sen, Arusharka; Marron, J. S.
14
2012
Bidirectional discrimination with application to data visualization. Zbl 1452.62449
Huang, Hanwen; Liu, Yufeng; Marron, J. S.
6
2012
A nonparametric regression model with tree-structured response. Zbl 1258.62054
Wang, Yuan; Marron, J. S.; Aydin, Burcu; Ladha, Alim; Bullitt, Elizabeth; Wang, Haonan
3
2012
Principal arc analysis on direct product manifolds. Zbl 1220.62077
Jung, Sungkyu; Foskey, Mark; Marron, J. S.
26
2011
Visualizing the structure of large trees. Zbl 1274.62049
Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Ladha, Alim; Bullitt, Elizabeth; Marron, J. S.
5
2011
Comment. Zbl 05998594
Lock, E. F.; Nobel, A. B.; Marron, J. S.
2
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
Biclustering via sparse singular value decomposition. Zbl 1233.62182
Lee, Mihee; Shen, Haipeng; Huang, Jianhua Z.; Marron, J. S.
37
2010
Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227
Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S.
28
2010
The maximal data piling direction for discrimination. Zbl 1182.62134
Ahn, Jeongyoun; Marron, J. S.
27
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.
87
2009
A principal component analysis for trees. Zbl 1184.62100
Aydın, Burcu; Pataki, Gábor; Wang, Haonan; Bullitt, Elizabeth; Marron, J. S.
17
2009
Robust centroid based classification with minimum error rates for high dimension, low sample size data. Zbl 1162.62058
Jiang, Jiancheng; Marron, J. S.; Jiang, Xuejun
2
2009
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
607
2008
Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079
Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S.
27
2008
A scale-based approach to finding effective dimensionality in manifold learning. Zbl 1320.62115
Wang, Xiaohui; Marron, J. Steve
9
2008
Distance-weighted discrimination. Zbl 1332.62213
Marron, J. S.; Todd, Michael J.; Ahn, Jeongyoun
61
2007
Object oriented data analysis: sets of trees. Zbl 1126.62002
Wang, Haonan; Marron, J. S.
53
2007
The high-dimension, low-sample-size geometric representation holds under mild conditions. Zbl 1135.62039
Ahn, Jeongyoun; Marron, J. S.; Muller, Keith M.; Chi, Yueh-Yun
48
2007
Sizer for time series: a new approach to the analysis of trends. Zbl 1135.62371
Rondonotti, Vitaliana; Marron, J. S.; Park, Cheolwoo
17
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.
9
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.
25
2006
LASS: a tool for the local analysis of self-similarity. Zbl 1445.62240
Stoev, Stilian; Taqqu, Murad S.; Park, Cheolwoo; Michailidis, George; Marron, J. S.
17
2006
SiZer for jump detection. Zbl 1087.62003
Kim, C. S.; Marron, J. S.
10
2006
Geometric representation of high dimension, low sample size data. Zbl 1069.62097
Hall, Peter; Marron, J. S.; Neeman, Amnon
127
2005
SiZer for smoothing splines. Zbl 1091.62001
Marron, J. S.; Zhang, Jin-Ting
12
2005
Extremal dependence: internet traffic applications. Zbl 1061.62077
Hernandez-Campos, Felix; Jeffay, Kevin; Park, Cheolwoo; Marron, J. S.; Resnick, Sidney I.
10
2005
Local likelihood siZer map. Zbl 1193.62085
Li, Runze; Marron, J. S.
8
2005
The functional data analysis view of longitudinal data. Zbl 1073.62001
Zhao, Xin; Marron, J. S.; Wells, Martin T.
19
2004
Dependent SiZer: Goodness-of-fit tests for time series models. Zbl 1121.62462
Park, Cheolwoo; Marron, J. S.; Rondonotti, Vitaliana
15
2004
SiZer for length biased, censored density and hazard estimation. Zbl 1040.62026
Marron, J. S.; de Uña-Álvarez, Jacobo
11
2004
A SiZer analysis of IP flow start times. Zbl 1268.60067
Marron, J. S.; Hernandez-Campos, Felix; Smith, F. D.
2
2004
M-smoother with local linear fit. Zbl 1011.62044
Rue, Håvard; Chu, Chih-Kang; Godtliebsen, Fred; Marron, James Stephen
14
2002
A general projection framework for constrained smoothing. Zbl 1059.62535
Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P.
68
2001
Mode testing via the excess mass estimate. Zbl 0985.62034
Fisher, N. I.; Marron, J. S.
17
2001
Intuitive, localized analysis of shape variability. Zbl 0982.68672
Yushkevich, Paul; Pizer, Stephen M.; Joshi, Sarang; Marron, J. S.
3
2001
Presentation of smoothers: the family approach. Zbl 1007.62027
Marron, J. S.; Chung, S. S.
3
2001
Scale space view of curve estimation. Zbl 1106.62318
Chaudhuri, Probal; Marron, J. S.
79
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.
120
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.
93
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.
43
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.
47
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.
203
1996
Progress in data-based bandwidth selection for kernel density estimation. Zbl 0897.62037
Jones, M. C.; Marron, J. S.; Sheather, S. J.
41
1996
Bootstrap selection of the smoothing parameter in nonparametric hazard rate estimation. Zbl 0880.62045
González-Manteiga, W.; Cao, R.; Marron, J. S.
32
1996
Improved variable window kernel estimates of probability densities. Zbl 0822.62026
Hall, Peter; Hu, Tien Chung; Marron, J. S.
32
1995
...and 54 more Documents
all top 5

Cited by 3,481 Authors

87 Marron, James Stephen
51 Hall, Peter Gavin
34 Park, Byeong Uk
33 Vieu, Philippe
25 Aoshima, Makoto
25 Yata, Kazuyoshi
22 Müller, Hans-Georg
21 Jones, Michael Chris
19 Dette, Holger
18 Huckemann, Stephan F.
18 Wand, Matthew P.
17 Cao, Ricardo
17 González-Manteiga, Wenceslao
17 Mammen, Enno
16 Bouzebda, Salim
16 Fan, Jianqing
15 Härdle, Wolfgang Karl
15 Hazelton, Martin L.
15 Jung, Sungkyu
15 Li, Qi
15 Rachdi, Mustapha
15 Srivastava, Anuj
14 Fraiman, Ricardo
14 Park, Cheolwoo
13 Chacón, José E.
13 Kim, Taeyoon
13 Nielsen, Jens Perch
12 Cuevas, Antonio
12 Ghosh, Anil Kumar
12 Gijbels, Irène
12 Godtliebsen, Fred
12 Linton, Oliver Bruce
12 Munk, Axel
12 Shang, Han Lin
11 Boente, Graciela
11 Laksaci, Ali
11 Politis, Dimitris Nicolas
11 Secchi, Piercesare
11 Slaoui, Yousri
11 Tenreiro, Carlos
10 Bagkavos, Dimitrios
10 Lin, Lu
10 Liu, Yufeng
10 Naito, Kanta
10 Quintela-Del-Río, Alejandro
10 Shen, Haipeng
10 Sperlich, Stefan
9 Ahmad, Ibrahim A.
9 Duong, Tarn
9 Henderson, Daniel J.
9 Parmeter, Christopher F.
9 Schick, Anton
9 Tsybakov, Alexandre B.
9 Vantini, Simone
8 Ahn, Jeongyoun
8 Aneiros-Pérez, Germán
8 Chesneau, Christophe
8 Davies, Patrick Laurie
8 Delaigle, Aurore
8 Dryden, Ian L.
8 Efromovich, Sam
8 Ferraty, Frédéric
8 Hart, Jeffrey D.
8 Holmström, Lasse
8 Karunamuni, Rohana J.
8 Kiessé, Tristan Senga
8 Kovac, Arne
8 Mason, David Michael
8 Padgett, William Jowayne
8 Steland, Ansgar
8 Van Keilegom, Ingrid
8 Yao, Fang
8 Zhu, Lixing
7 Cai, Tianwen
7 Cai, Tianxi
7 Cheng, Ming-Yen
7 de Uña-Álvarez, Jacobo
7 Guillen, Montserrat
7 Horová, Ivana
7 Kakizawa, Yoshihide
7 Kim, Choongrak
7 Koch, Inge
7 Kokonendji, Célestin Clotaire
7 Kulasekera, Karunarathna B.
7 Lee, Thomas C. M.
7 Lock, Eric F.
7 Menafoglio, Alessandra
7 Mielniczuk, Jan
7 Resnick, Sidney Ira
7 Rodríguez-Casal, Alberto
7 Sangalli, Laura Maria
7 Sarda, Pascal
7 Tjøstheim, Dag B.
7 Tucker, J. Derek
7 Tyler, David Edward
7 Vilar Fernandez, Juan Manuel
7 Wang, Haonan
7 Wasserman, Larry Alan
7 Yao, Qiwei
7 Yu, Keming
...and 3,381 more Authors
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Cited in 264 Serials

220 Computational Statistics and Data Analysis
171 Journal of Nonparametric Statistics
164 The Annals of Statistics
139 Journal of Multivariate Analysis
136 Statistics & Probability Letters
129 Journal of Statistical Planning and Inference
92 Communications in Statistics. Theory and Methods
76 Electronic Journal of Statistics
68 Journal of Econometrics
58 Journal of Statistical Computation and Simulation
55 The Annals of Applied Statistics
50 Annals of the Institute of Statistical Mathematics
49 Journal of the American Statistical Association
46 Test
44 Computational Statistics
42 Communications in Statistics. Simulation and Computation
34 Journal of Applied Statistics
33 Statistics
32 Scandinavian Journal of Statistics
30 Biometrics
30 Journal of Computational and Graphical Statistics
29 Statistics and Computing
28 The Canadian Journal of Statistics
25 Bernoulli
25 Journal of the Korean Statistical Society
24 Journal of Machine Learning Research (JMLR)
21 Econometric Reviews
20 Probability Theory and Related Fields
16 Biometrical Journal
16 Statistical Science
16 Australian & New Zealand Journal of Statistics
16 Econometric Theory
15 Statistical Papers
13 Journal of Time Series Analysis
13 Journal of the Royal Statistical Society. Series B. Statistical Methodology
12 Metrika
12 International Statistical Review
12 Journal of Mathematical Imaging and Vision
12 Sankhyā. Series A
11 Methodology and Computing in Applied Probability
10 Stochastic Processes and their Applications
10 Mathematical Methods of Statistics
10 Statistical Methods and Applications
10 Journal of Statistical Theory and Practice
9 Pattern Recognition
9 Statistica Sinica
9 Statistical Methodology
9 Stat
8 Information Sciences
8 Annals of Operations Research
8 Comptes Rendus. Mathématique. Académie des Sciences, Paris
8 Japanese Journal of Statistics and Data Science
7 Journal of Computational and Applied Mathematics
7 Acta Mathematicae Applicatae Sinica. English Series
7 Sequential Analysis
7 Economics Letters
7 European Journal of Operational Research
7 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
7 Statistical Inference for Stochastic Processes
7 Advances in Data Analysis and Classification. ADAC
7 Statistical Analysis and Data Mining
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6 Statistica Neerlandica
6 Insurance Mathematics & Economics
6 Journal of Classification
6 Automation and Remote Control
6 Extremes
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6 AStA. Advances in Statistical Analysis
5 Physica A
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5 Journal of Agricultural, Biological, and Environmental Statistics
4 Computer Methods in Applied Mechanics and Engineering
4 Applied Mathematics and Computation
4 Mathematical Programming. Series A. Series B
4 Lifetime Data Analysis
4 Far East Journal of Theoretical Statistics
4 The Econometrics Journal
4 Quantitative Finance
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3 Advances in Applied Probability
3 Journal of Computational Physics
3 Psychometrika
3 Mathematics and Computers in Simulation
3 International Journal of Approximate Reasoning
3 SIAM Journal on Matrix Analysis and Applications
3 Neural Networks
3 Journal of Global Optimization
3 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
3 Computational Optimization and Applications
3 Journal of Mathematical Sciences (New York)
3 Journal of Systems Science and Complexity
3 Stochastic Models
3 Statistical Applications in Genetics and Molecular Biology
3 International Journal of Wavelets, Multiresolution and Information Processing
3 SIAM Journal on Imaging Sciences
3 Mathematical Geosciences
3 Statistics Surveys
3 \(p\)-Adic Numbers, Ultrametric Analysis, and Applications
3 Sankhyā. Series B
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Cited in 47 Fields

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365 Numerical analysis (65-XX)
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25 Differential geometry (53-XX)
21 Combinatorics (05-XX)
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15 Geophysics (86-XX)
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9 Statistical mechanics, structure of matter (82-XX)
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