@Comment{BibTex file for OODA book, with Ian Dryden}
@Comment{Accumulation of all references}

@Comment{Note: to get URLs to appear, use type "ulr" below, and  "BibTex Generated Bibliography" set "Style" to "plainnat"}



@article {Ahn2010RBFbandwidth,
    AUTHOR = {Ahn, Jeongyoun},
     TITLE = {A stable hyperparameter selection for the {G}aussian {RBF}
              kernel for discrimination},
   JOURNAL = {Stat. Anal. Data Min.},
  FJOURNAL = {Statistical Analysis and Data Mining},
    VOLUME = {3},
      YEAR = {2010},
    NUMBER = {3},
     PAGES = {142--148},
      ISSN = {1932-1864},
   MRCLASS = {62H30 (62J07)},
  MRNUMBER = {2658011},
       DOI = {10.1002/sam.10073},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1002/sam.10073},
}


@article {Ahn2019Outliers,
    AUTHOR = {Ahn, Jeongyoun and Lee, Myung Hee and Lee, Jung Ae},
     TITLE = {Distance-based outlier detection for high dimension, low
              sample size data},
   JOURNAL = {J. Appl. Stat.},
  FJOURNAL = {Journal of Applied Statistics},
    VOLUME = {46},
      YEAR = {2019},
    NUMBER = {1},
     PAGES = {13--29},
      ISSN = {0266-4763},
   MRCLASS = {Expansion},
  MRNUMBER = {3870209},
       DOI = {10.1080/02664763.2018.1452901},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1080/02664763.2018.1452901},
}
		

 @article {AhnMarron2010MDP,
    AUTHOR = {Ahn, Jeongyoun and Marron, J. S.},
     TITLE = {The maximal data piling direction for discrimination},
   JOURNAL = {Biometrika},
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    VOLUME = {97},
      YEAR = {2010},
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      ISSN = {0006-3444},
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       DOI = {10.1093/biomet/asp084},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1093/biomet/asp084},
}
		

@article {AhmMarronMuller2007HDLSS,
    AUTHOR = {Ahn, Jeongyoun and Marron, J. S. and Muller, Keith M. and Chi,
              Yueh-Yun},
     TITLE = {The high-dimension, low-sample-size geometric representation
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   JOURNAL = {Biometrika},
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      YEAR = {2007},
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     PAGES = {760--766},
      ISSN = {0006-3444},
   MRCLASS = {Expansion},
  MRNUMBER = {2410023},
       DOI = {10.1093/biomet/asm050},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1093/biomet/asm050},
}
		

@article {AitchisonShen1980,
    AUTHOR = {Aitchison, J. and Shen, S. M.},
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    VOLUME = {67},
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    NUMBER = {2},
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  MRNUMBER = {581723},
       DOI = {10.2307/2335470},
       URL = {http://dx.doi.org/10.2307/2335470},
}


@article {Aitchison1982,
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     TITLE = {The statistical analysis of compositional data},
      NOTE = {With discussion},
   JOURNAL = {J. Roy. Statist. Soc. Ser. B},
  FJOURNAL = {Journal of the Royal Statistical Society. Series B.
              Methodological},
    VOLUME = {44},
      YEAR = {1982},
    NUMBER = {2},
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      ISSN = {0035-9246},
   MRCLASS = {62H99 (62-07)},
  MRNUMBER = {676206},
       URL =
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}


@book {Aithchison1986,
    AUTHOR = {Aitchison, J.},
     TITLE = {The statistical analysis of compositional data},
    SERIES = {Monographs on Statistics and Applied Probability},
 PUBLISHER = {Chapman \& Hall, London},
      YEAR = {1986},
     PAGES = {xvi+416},
      ISBN = {0-412-28060-4},
   MRCLASS = {62H25 (62-07)},
  MRNUMBER = {865647},
MRREVIEWER = {Graham J. G. Upton},
       DOI = {10.1007/978-94-009-4109-0},
       URL = {http://dx.doi.org/10.1007/978-94-009-4109-0},
}


@article {AizermanBravermanRozoner1964,
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     TITLE = {A probabilistic problem on automata learning by pattern
              recognition and the method of potential functions},
   JOURNAL = {Avtomat. i Telemeh.},
  FJOURNAL = {Akademija Nauk SSSR. Avtomatika i Telemehanika},
    VOLUME = {25},
      YEAR = {1964},
     PAGES = {1307--1323},
      ISSN = {0005-2310},
   MRCLASS = {94.45},
  MRNUMBER = {0172768},
MRREVIEWER = {H. P. Edmundson},
}
		

@article {AlfaroAydin2014,
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     TITLE = {Dimension reduction in principal component analysis for trees},
   JOURNAL = {Comput. Statist. Data Anal.},
  FJOURNAL = {Computational Statistics \& Data Analysis},
    VOLUME = {74},
      YEAR = {2014},
     PAGES = {157--179},
      ISSN = {0167-9473},
   MRCLASS = {62H25 (05Cxx)},
  MRNUMBER = {3168967},
       DOI = {10.1016/j.csda.2013.12.007},
       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1016/j.csda.2013.12.007},
}


@book {Amari1985DiffGeomStat,
    AUTHOR = {Amari, Shunichi},
     TITLE = {Differential-geometrical methods in statistics},
    SERIES = {Lecture Notes in Statistics},
    VOLUME = {28},
 PUBLISHER = {Springer-Verlag, New York},
      YEAR = {1985},
     PAGES = {v+290},
      ISBN = {3-540-96056-2},
   MRCLASS = {62F12 (53B21 62F05)},
  MRNUMBER = {788689},
MRREVIEWER = {C. R. Rao},
       DOI = {10.1007/978-1-4612-5056-2},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1007/978-1-4612-5056-2},
}
		

@article{AnMarronNelson2016OsteoArthritis,
  title={Novel statistical methodology reveals that hip shape is associated with incident radiographic hip osteoarthritis among African American women},
  author={An, H and Marron, James Stephen and Schwartz, Todd A and Renner, Jordan B and Liu, F and Lynch, JA and Lane, NE and Jordan, Joanne Marie and Nelson, Amanda E},
  journal={Osteoarthritis and Cartilage},
  volume={24},
  number={4},
  pages={640--646},
  year={2016},
  publisher={Elsevier}
}


@phdthesis{An2017PhDDissertation,
  title={Gaussian Centered L-Moments},
  author={An, Hyowon},
  year={2017},
  school={The University of North Carolina at Chapel Hill}
}


@phdthesis{Anderson97,
   author    = {Anderson,  C. R.},
   title     = {Object recognition using  statistical shape analysis},       
   year      = {1997},
   school    = {University of Leeds}
}

@book {Anderson2003Multivar,
    AUTHOR = {Anderson, T. W.},
     TITLE = {An introduction to multivariate statistical analysis},
    SERIES = {Wiley Series in Probability and Statistics},
   EDITION = {Third},
 PUBLISHER = {Wiley-Interscience [John Wiley \& Sons], Hoboken, NJ},
      YEAR = {2003},
     PAGES = {xx+721},
      ISBN = {0-471-36091-0},
   MRCLASS = {62-01 (62Hxx)},
  MRNUMBER = {1990662},
}


@inproceedings{Andrew2013DeepCCA,
  title={Deep canonical correlation analysis},
  author={Andrew, Galen and Arora, Raman and Bilmes, Jeff and Livescu, Karen},
  booktitle={International conference on machine learning},
  pages={1247--1255},
  year={2013},
  organization={PMLR}
}


@article {Aoshima2018HDLSSsurvey,
    AUTHOR = {Aoshima, Makoto and Shen, Dan and Shen, Haipeng and Yata,
              Kazuyoshi and Zhou, Yi-Hui and Marron, J. S.},
     TITLE = {A survey of high dimension low sample size asymptotics},
   JOURNAL = {Aust. N. Z. J. Stat.},
  FJOURNAL = {Australian \& New Zealand Journal of Statistics},
    VOLUME = {60},
      YEAR = {2018},
    NUMBER = {1},
     PAGES = {4--19},
      ISSN = {1369-1473},
   MRCLASS = {Expansion},
  MRNUMBER = {3780619},
       DOI = {10.1111/anzs.12212},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1111/anzs.12212},
}


@article {Arlot2010surveyCV,
    AUTHOR = {Arlot, Sylvain and Celisse, Alain},
     TITLE = {A survey of cross-validation procedures for model selection},
   JOURNAL = {Stat. Surv.},
  FJOURNAL = {Statistics Surveys},
    VOLUME = {4},
      YEAR = {2010},
     PAGES = {40--79},
   MRCLASS = {62G08 (62F07 62G05 62G10)},
  MRNUMBER = {2602303},
       DOI = {10.1214/09-SS054},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1214/09-SS054},
}


@article{ArsignyPennec2006LogEuclideanDTI,
  title={Log-Euclidean metrics for fast and simple calculus on diffusion tensors},
  author={Arsigny, Vincent and Fillard, Pierre and Pennec, Xavier and Ayache, Nicholas},
  journal={Magnetic Resonance in Medicine},
  volume={56},
  number={2},
  pages={411--421},
  year={2006},
  publisher={Wiley Online Library}
}


@Article{Arsignyetal07,
  author   = {Vincent Arsigny and Pierre Fillard and Xavier Pennec and Nicholas Ayache},
  title    = {Geometric Means in a Novel Vector Space Structure on Symmetric Positive-Definite Matrices},
  journal  = {SIAM Journal on Matrix Analysis and Applications},
  year     = {2007},
  volume   = {29},
  number   = {1},
  pages    = {328--347},
  doi      = {10.1137/050637996},
  file     = {Arsigny_SIAM_tensors_07.pdf:ftp\://ftp-sop.inria.fr/asclepios/Publications/Vincent.Arsigny/Arsigny_SIAM_tensors_07.pdf:PDF},
  keywords = {DT-MRI, Tensors, Riemannian geometry, Lie groups, interpolation, Log-Euclidean metrics},
  url      = {http://www.siam.org/journals/simax/29-1/63799.html},
}


@phdthesis{Asendorf2015BeyondCCA,
  title={Informative data fusion: Beyond canonical correlation analysis},
  author={Asendorf, Nicholas A},
  year={2015},
  school = {University of Michigan}
}


@article{AstonPigoliTavakoli2015OLD,
  title={Tests for separability in nonparametric covariance operators of random surfaces},
  author={Aston, John AD and Pigoli, Davide and Tavakoli, Shahin},
  journal={arXiv preprint arXiv:1505.02023},
  year={2015}
}

@article{AstonPigoliTavakoli2015,
author = {John A. D. Aston and Davide Pigoli and Shahin Tavakoli},
title = {{Tests for separability in nonparametric covariance operators of random surfaces}},
volume = {45},
journal = {The Annals of Statistics},
number = {4},
publisher = {Institute of Mathematical Statistics},
pages = {1431 -- 1461},
keywords = {Acoustic phonetic data, bootstrap, dimensional reduction, functional data, partial trace, Sparsity},
year = {2017},
doi = {10.1214/16-AOS1495},
URL = {https://doi.org/10.1214/16-AOS1495}
}





@article {Aydin2009,
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              Bullitt, Elizabeth and Marron, J. S.},
     TITLE = {A principal component analysis for trees},
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  FJOURNAL = {The Annals of Applied Statistics},
    VOLUME = {3},
      YEAR = {2009},
    NUMBER = {4},
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      ISSN = {1932-6157},
   MRCLASS = {Database Expansion Item},
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       DOI = {10.1214/09-AOAS263},
       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1214/09-AOAS263},
}


@article {Aydin2011,
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      YEAR = {2011},
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   MRCLASS = {62-09 (05C05 62-07 62P10 68U05)},
  MRNUMBER = {2802049},
MRREVIEWER = {Christian M. Hennig},
       DOI = {10.1214/11-EJS612},
       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1214/11-EJS612},
}


@article{AylwardBullitt2002,
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@article{BachJordan2002KernelICA,
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@book {BaiSilverstein2010RandMat,
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}


@article {BaiSarana1996,
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@article {BanksConst1998Trees,
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@article {BardenLe2018PhylTrees,
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       URL = {https://doi-org.libproxy.lib.unc.edu/10.1112/plms.12149},
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@article {BardenLeOwen2018PhylTrees,
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     TITLE = {Limiting behaviour of {F}r\'{e}chet means in the space of
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   JOURNAL = {Ann. Inst. Statist. Math.},
  FJOURNAL = {Annals of the Institute of Statistical Mathematics},
    VOLUME = {70},
      YEAR = {2018},
    NUMBER = {1},
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      ISSN = {0020-3157},
   MRCLASS = {60D05 (60F05 62E20 62G20)},
  MRNUMBER = {3742820},
       DOI = {10.1007/s10463-016-0582-9},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1007/s10463-016-0582-9},
}


@book {Barnett1994Outliers,
    AUTHOR = {Barnett, Vic and Lewis, Toby},
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    SERIES = {Wiley Series in Probability and Mathematical Statistics:
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title = {Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor {MRI}},
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@article {BeckerCleveland1987Brushing,
    AUTHOR = {Becker, Richard A. and Cleveland, William S.},
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@article{BeckerCleveland1996Trellis,
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  year={1996},
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@article{BegMillerTrouveYounes2005LDDMM,
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@article{Bendich2016TDA,
    AUTHOR = {Bendich, Paul and Marron, J. S. and Miller, Ezra and Pieloch,
              Alex and Skwerer, Sean},
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   JOURNAL = {Ann. Appl. Stat.},
  FJOURNAL = {The Annals of Applied Statistics},
    VOLUME = {10},
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       DOI = {10.1214/15-AOAS886},
       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1214/15-AOAS886},
}


@article{Bengio2013RepresentationLearning,
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@article{Benito2004DWDadjustment,
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@article{Benito2017distance,
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@article {BenjaminiHochberg1995FDR,
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@book {Beran1994LongMemory,
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@book {Beran2017Longmemory,
    AUTHOR = {Beran, Jan and Feng, Yuanhua and Ghosh, Sucharita and Kulik, Rafal},
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@article {Bernardi2014Proteomics,
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@Article{Dryden2008,
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  title    = {A multi-dimensional scaling approach to shape analysis},
  journal  = {Biometrika},
  year     = {2008},
  volume   = {95},
  number   = {4},
  pages    = {779--798},
  issn     = {0006-3444},
  coden    = {BIOKAX},
  doi      = {10.1093/biomet/asn050},
  fjournal = {Biometrika},
  mrclass  = {62H35},
  mrnumber = {2461211 (2010c:62213)},
  url      = {http://dx.doi.org/10.1093/biomet/asn050},
}


@article {Dryden2009CovMat,
    AUTHOR = {Dryden, Ian L. and Koloydenko, Alexey and Zhou, Diwei},
     TITLE = {Non-{E}uclidean statistics for covariance matrices, with
              applications to diffusion tensor imaging},
   JOURNAL = {Ann. Appl. Stat.},
  FJOURNAL = {The Annals of Applied Statistics},
    VOLUME = {3},
      YEAR = {2009},
    NUMBER = {3},
     PAGES = {1102--1123},
      ISSN = {1932-6157},
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       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1214/09-AOAS249},
}


@article {Dryden2010CovMat,
    AUTHOR = {Dryden, Ian L. and Kume, Alfred and Le, Huiling and Wood,
              Andrew T. A.},
     TITLE = {Statistical inference for functions of the covariance matrix
              in the stationary {G}aussian time-orthogonal principal
              components model},
   JOURNAL = {Ann. Inst. Statist. Math.},
  FJOURNAL = {Annals of the Institute of Statistical Mathematics},
    VOLUME = {62},
      YEAR = {2010},
    NUMBER = {5},
     PAGES = {967--994},
      ISSN = {0020-3157},
   MRCLASS = {62M10 (62B10 62F12 62H12 62H25 62P10)},
  MRNUMBER = {2669746},
       DOI = {10.1007/s10463-008-0202-4},
       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1007/s10463-008-0202-4},
}


@ARTICLE{Drydenetal10power,
       author = {{Dryden}, Ian L. and {Pennec}, Xavier and {Peyrat}, Jean-Marc},
        title = "{Power Euclidean metrics for covariance matrices with application to diffusion tensor imaging}",
      journal = {arXiv e-prints},
     keywords = {Statistics - Methodology, Statistics - Applications},
         year = "2010",
        month = "Sep",
          eid = {arXiv:1009.3045},
        pages = {arXiv:1009.3045},
archivePrefix = {arXiv},
       eprint = {1009.3045},
 primaryClass = {stat.ME},
       adsurl = {https://ui.adsabs.harvard.edu/\#abs/2010arXiv1009.3045D},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}


@proceedings{Drydkent15,
editor = {Dryden, I. L. and Kent, J. T.},
title = {Geometry Driven Statistics},
year = {2015},
publisher = {John Wiley and Sons},
address = {Chichester},
}


@book {DrydenMardia2016,
    AUTHOR = {Dryden, Ian L. and Mardia, Kanti V.},
     TITLE = {Statistical shape analysis with applications in {R}},
    SERIES = {Wiley Series in Probability and Statistics},
   EDITION = {Second},
 PUBLISHER = {John Wiley \& Sons, Ltd., Chichester},
      YEAR = {2016},
     PAGES = {xxiii+454},
      ISBN = {978-0-470-69962-1},
   MRCLASS = {60D05 (62H05)},
  MRNUMBER = {3559734},
MRREVIEWER = {Jean-Charles Pinoli},
       DOI = {10.1002/9781119072492},
       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1002/9781119072492},
}


@article{dryden2019, 
  author = "Dryden, Ian L. and Kim, Kwang-Rae and Laughton, Charles A. and Le, Huiling",
  doi = "10.1214/19-AOAS1277", 
  fjournal = "Annals of Applied Statistics",
  journal = "Ann. Appl. Stat.", 
  month = "12",
  number = "4",
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  publisher = "The Institute of Mathematical Statistics",
  title = "Principal nested shape space analysis of molecular dynamics data",
  url = "https://doi.org/10.1214/19-AOAS1277",
  volume = "13",
  year = "2019" 
}


@Manual{Dryden2019RShapes,
     title        = {{\tt shapes} package},
     author       = {Dryden, Ian L.},
     organization = {R Foundation for Statistical Computing},
     address      = {Vienna, Austria},
     year         = {2021},
     note         = {Contributed package, Version 1.2.6.},
     url          = {http://www.R-project.org}
   }


@article {Drydenetal17,
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   JOURNAL = {Stat},
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       URL = {https://doi.org/10.1002/sta4.149},
}


@article{Dryden2019bayesian,
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  number={1},
  pages={83--103},
  year={2019},
  publisher={Springer}
}


@article{Drydenetal20,
author = {Ian L. Dryden and Alfred Kume and Phillip J. Paine and Andrew T. A. Wood},
title = {Regression Modeling for Size-and-Shape Data Based on a {G}aussian Model for Landmarks},
journal = {Journal of the American Statistical Association},
year  = {2020},
publisher = {Taylor & Francis},
doi = {10.1080/01621459.2020.1724115},

URL = { 
        https://doi.org/10.1080/01621459.2020.1724115
    
},
eprint = { 
        https://doi.org/10.1080/01621459.2020.1724115
    
}
}


@article{Duetal15,
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doi = {https://doi.org/10.1111/rssb.12337},
url = {https://rss.onlinelibrary.wiley.com/doi/abs/10.1111/rssb.12337},
year = {2020}
}




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@phdthesis{Fletcher2004Dissertation,
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@incollection{FletcherJoshi2004RiemannDTI,
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@article{Fletjosh07,
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@book{Frazier2006WaveletBook,
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@inproceedings{GuoSrivastava2020ElasticGraphs,
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@book {Gyorfi2002NonParaReg,
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@article {HallMarron1987b,
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@article {HallMarronNeeman2005HDLSS,
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@article {Hannig2001Zooming,
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@article {HannigMarron2006SiZer,
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@book {Hart1997Tests,
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@book {HastiTibsFried2009ElStatLearn,
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@article {HelltonThoresen2014,
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@article{HelltonThoresen2014IntegrativeClusters,
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@article{HelltonThoresen2017PCAOLD,
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@article{HelltonThoresen2017PCA,
author = {Hellton, Kristoffer H. and Thoresen, Magne},
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pages = {581-597},
keywords = {asymptotic distribution, consistency, high-dimensional data, principal component analysis, principal component scores, visualization},
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url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/sjos.12264},
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@book{Ho2011TICcurves,
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@article{Hoadley2014TCGA-PanCan,
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@article {HolmstromErasto2002Climate,
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@article{HongJP2016ClassSrep,
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@article{Hotelling1933PCA,
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@article{Hotelling1936CCA,
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@article {HotzEtal2013StickyMeans,
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@incollection {Hotz2013,
    AUTHOR = {Hotz, Thomas},
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     PAGES = {433--440},
 PUBLISHER = {Springer, Heidelberg},
      YEAR = {2013},
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  MRNUMBER = {3126073},
MRREVIEWER = {Wojciech Zieli\'{n}ski},
       DOI = {10.1007/978-3-642-40020-9_47},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1007/978-3-642-40020-9_47},
}


@article {HotzHuckemann2015,
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@article {HronMenafoglio2016Densities,
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@book {HsingEubank2015TheoryFDA,
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    SERIES = {Wiley Series in Probability and Statistics},
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@article {Huang2012BDD,
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@article {Huang2013MultiDWD,
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    VOLUME = {22},
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@article{Huang2015SigClust,
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@book {HuberRonchetti2009RobustStat,
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     TITLE = {Robust statistics},
    SERIES = {Wiley Series in Probability and Statistics},
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 PUBLISHER = {John Wiley \& Sons, Inc., Hoboken, NJ},
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     PAGES = {xvi+354 pp. + loose erratum},
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@article {HuckemannHotz2014,
    AUTHOR = {Huckemann, Stephan and Hotz, Thomas},
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    VOLUME = {50},
      YEAR = {2014},
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       URL = {https://doi-org.libproxy.lib.unc.edu/10.1007/s10851-013-0462-3},
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@article {Huckemann2010GPCA,
    AUTHOR = {Huckemann, Stephan and Hotz, Thomas and Munk, Axel},
     TITLE = {Intrinsic shape analysis: geodesic {PCA} for {R}iemannian
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@incollection{HuckemannEltzner2017BackwardsAsys,
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  publisher={Springer}
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@article{HuckemannEltzner2018CLT4PNS,
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  number={5},
  pages={1994--2019},
  year={2018},
  publisher={Institute of Mathematical Statistics}
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@incollection{HuckemannHotz2016NonparametricAsys,
  title={Nonparametric Statistics on Manifolds and Beyond},
  author={Huckemann, Stephan and Hotz, Thomas},
  booktitle={Rabi N. Bhattacharya},
editor = {Manfred Denker and Edward C. Waymire}, 
  pages={599--609},
  year={2016},
  publisher={Springer}
}


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@article{Hurlcatt62,
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@book {Hyvarinen2001ICAbook,
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@article{Inselberg1985ParCoor,
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@book {Inselberg2009ParCoorBook,
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@article {IzemMarron2007NonLinearVariation,
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@book {James2013RStatLearn,
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@book {Jammalamadaka2001CircularStats,
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@inproceedings{JeongStough2008,
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@phdthesis{Jeong2009thesis,
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@article{Johnson2007BatchAdjust,
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@book {Jolliffe2002,
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@article {JonesMarronSheather1996BriefSurvey,
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@article {JonesMarronSheather1996Progress,
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@article {JonesMarronPark1991RootN,
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@article {JungPNS2012,
    AUTHOR = {Jung, Sungkyu and Dryden, Ian L. and Marron, J. S.},
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  FJOURNAL = {Biometrika},
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       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1093/biomet/ass022},
}


@article {JungFoskey2011,
    AUTHOR = {Jung, Sungkyu and Foskey, Mark and Marron, J. S.},
     TITLE = {Principal arc analysis on direct product manifolds},
   JOURNAL = {Ann. Appl. Stat.},
  FJOURNAL = {The Annals of Applied Statistics},
    VOLUME = {5},
      YEAR = {2011},
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       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1214/10-AOAS370},
}


@article {JungLeeAhn2018HDLSSRankSel,
    AUTHOR = {Jung, Sungkyu and Lee, Myung Hee and Ahn, Jeongyoun},
     TITLE = {On the number of principal components in high dimensions},
   JOURNAL = {Biometrika},
  FJOURNAL = {Biometrika},
    VOLUME = {105},
      YEAR = {2018},
    NUMBER = {2},
     PAGES = {389--402},
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   MRCLASS = {62H25 (62H12 62H15)},
  MRNUMBER = {3804409},
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       URL = {https://doi-org.libproxy.lib.unc.edu/10.1093/biomet/asy010},
}


@article {JungSchwartzGrossier2015SPD,
    AUTHOR = {Jung, Sungkyu and Schwartzman, Armin and Groisser, David},
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  FJOURNAL = {SIAM Journal on Matrix Analysis and Applications},
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      YEAR = {2015},
    NUMBER = {3},
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      ISSN = {0895-4798},
   MRCLASS = {15B48 (15A16 22E60 53C20 53C22 57S15)},
  MRNUMBER = {3379023},
MRREVIEWER = {Alberto Seeger},
       DOI = {10.1137/140967040},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1137/140967040},
}


@article {JungSenMarron2012Boundary,
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    VOLUME = {109},
      YEAR = {2012},
     PAGES = {190--203},
      ISSN = {0047-259X},
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  MRNUMBER = {2922863},
MRREVIEWER = {Stephan Morgenthaler},
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       URL = {https://doi-org.libproxy.lib.unc.edu/10.1016/j.jmva.2012.03.005},
}


@article {Jung2009Marron,
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      YEAR = {2009},
    NUMBER = {6B},
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@article{Kimes2014SigFuge,
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@article{KimJung2017PNSMedImagOLD,
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@article{KimJung2017PNSMedImag,
author = {Kim, Byungwon and Huckemann, Stephan and Schulz, J{\"o}rn and Jung, Sungkyu},
title = {Small-sphere distributions for directional data with application to medical imaging},
journal = {Scandinavian Journal of Statistics},
volume = {46},
number = {4},
pages = {1047-1071},
keywords = {Bingham–Mardia distribution, directional data, skeletal representation, small circle, small sphere, von Mises–Fisher distribution},
doi = {https://doi.org/10.1111/sjos.12381},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/sjos.12381},
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year = {2019}
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@article {KimMarron2006JumpSiZer,
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@article{Kimetal21,
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volume = {83},
number = {1},
pages = {108-132},
keywords = {cubic spline, geodesic, non-parametric regression, linear spline, parallel transport, peptide, tangent space, unrolling, unwrapping, wrapping},
doi = {https://doi.org/10.1111/rssb.12402},
url = {https://rss.onlinelibrary.wiley.com/doi/abs/10.1111/rssb.12402},
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@book {Klemela2009Smoothing,
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@book {Koch2014Book,
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@article {KochEJS2014,
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}


@article {LuEJS2014Proteomics,
    AUTHOR = {Lu, Xiaosun and Koch, Inge and Marron, J. S.},
     TITLE = {Analysis of proteomics data: impact of alignment on
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   JOURNAL = {Electron. J. Stat.},
  FJOURNAL = {Electronic Journal of Statistics},
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       URL = {https://doi-org.libproxy.lib.unc.edu/10.1214/14-EJS900D},
}


@article {LuEJS2014juggling,
    AUTHOR = {Lu, Xiaosun and Marron, J. S.},
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   JOURNAL = {Electron. J. Stat.},
  FJOURNAL = {Electronic Journal of Statistics},
    VOLUME = {8},
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  MRNUMBER = {3273603},
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       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1214/14-EJS937D},
}


@article {LuEJS2014SpikeTrain,
    AUTHOR = {Lu, Xiaosun and Marron, J. S.},
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              the simulated data},
   JOURNAL = {Electron. J. Stat.},
  FJOURNAL = {Electronic Journal of Statistics},
    VOLUME = {8},
      YEAR = {2014},
    NUMBER = {2},
     PAGES = {1793--1796},
   MRCLASS = {62M15},
  MRNUMBER = {3273596},
       DOI = {10.1214/14-EJS865D},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1214/14-EJS865D},
}


@article{Luetal17gaussianprior,
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year  = {2017},
publisher = {Taylor & Francis},
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}
		

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@book{Mahalanobis1936,
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@article{Mahlberg2016,
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@book {Mallat2009SparseWavelets,
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@article {Mallows1972Distance,
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@article {Mammen2001SmoothingAsProjection,
    AUTHOR = {Mammen, E. and Marron, J. S. and Turlach, B. A. and Wand, M.
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   JOURNAL = {Statist. Sci.},
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              Mathematical Statistics},
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       URL = {https://doi-org.libproxy.lib.unc.edu/10.1214/ss/1009213727},
}


@article {MarcenkoPastur1967,
    AUTHOR = {Mar\v{c}enko, V. A. and Pastur, L. A.},
     TITLE = {The spectrum of random matrices},
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  FJOURNAL = {Har\cprime kovski\u{\i} Ordena Trudovogo Krasnogo Znameni Gosudarstvenny\u{\i}
              Universitet im. A. M. Gor\cprime kogo. Teorija Funkci\u{\i},
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}


@book {MardiaKentBibby1979MultivarAnal,
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}


@book {MardiaJupp2000Directional,
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     PAGES = {xxii+429},
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}


@book {MaronnaMartinYohai2019,
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     TITLE = {Robust statistics},
    SERIES = {Wiley Series in Probability and Statistics},
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              Second edition},
 PUBLISHER = {John Wiley \& Sons, Inc., Hoboken, NJ},
      YEAR = {2019},
     PAGES = {xxvii+430},
      ISBN = {978-1-119-21468-7},
   MRCLASS = {62-01 (62F35 62J05 62J12 62M10)},
  MRNUMBER = {3839299},
MRREVIEWER = {Dennis Kristensen},
}


@article {Marron1983,
    AUTHOR = {Marron, James Stephen},
     TITLE = {Optimal rates on convergence to {B}ayes risk in nonparametric
              discrimination},
   JOURNAL = {Ann. Statist.},
  FJOURNAL = {The Annals of Statistics},
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       DOI = {10.1214/aos/1176346328},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1214/aos/1176346328},
}


@incollection{Marron1989BWSelSurvey,
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  author={Marron, James Stephen},
  booktitle={Semiparametric and nonparametric econometrics},
  pages={65--86},
  year={1989},
  publisher={Springer}
}


@incollection{Marron1999SpectralWavelets,
  title={Spectral view of wavelets and nonlinear regression},
  author={Marron, J. S.},
  booktitle={Bayesian Inference in Wavelet-Based Models},
  pages={19--32},
  year={1999},
  publisher={Springer}
}


@article{Marron2017BigData,
  title={Big Data in context and robustness against heterogeneity},
  author={Marron, J. S.},
  journal={Econometrics and Statistics},
  volume={2},
  pages={73--80},
  year={2017},
  publisher={Elsevier}
}


@misc{Marron2017MatlabSoftware,
    Author = {Marron, J. S.},
    Title = {Marron Matlab Software},
    Note = {http://marron.web.unc.edu/sample-page/marrons-matlab-software/},
    Year = {2017},
}


@misc{Marron2020OODAbookGitPage,
    Author = {Marron, J. S.},
    Title = {Companion Webpage to Book on {O}bject {O}riented {D}ata {A}nalysis},
    Note = {https://github.com/jsmarron/ObjectOrientedDataAnalysis.git/},
    Year = {2020},
}


@article{MarronAdak1998ExactRiskWavelet,
  title={Exact risk analysis of wavelet regression},
  author={Marron, J. S. and Adak, S. and Johnstone, I. M. and Neumann, M. H. and Patil, P.},
  journal={Journal of Computational and Graphical Statistics},
  volume={7},
  number={3},
  pages={278--309},
  year={1998},
  publisher={Taylor \& Francis Group}
}


@article {MarronAlonso2014,
    AUTHOR = {Marron, J. S. and Alonso, Andr{\'e}s M.},
     TITLE = {Overview of object oriented data analysis},
   JOURNAL = {Biom. J.},
  FJOURNAL = {Biometrical Journal},
    VOLUME = {56},
      YEAR = {2014},
    NUMBER = {5},
     PAGES = {732--753},
      ISSN = {0323-3847},
   MRCLASS = {Database Expansion Item},
  MRNUMBER = {3258083},
       DOI = {10.1002/bimj.201300072},
       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1002/bimj.201300072},
}


@article {MarronNolan1988CanonicalKernels,
    AUTHOR = {Marron, J. S. and Nolan, D.},
     TITLE = {Canonical kernels for density estimation},
   JOURNAL = {Statist. Probab. Lett.},
  FJOURNAL = {Statistics \& Probability Letters},
    VOLUME = {7},
      YEAR = {1988},
    NUMBER = {3},
     PAGES = {195--199},
      ISSN = {0167-7152},
   MRCLASS = {62G05},
  MRNUMBER = {980921},
MRREVIEWER = {Sh. A. Khashimov},
       DOI = {10.1016/0167-7152(88)90050-8},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1016/0167-7152(88)90050-8},
}


@article {MarronRamsay2014,
    AUTHOR = {Marron, J. S. and Ramsay, James O. and Sangalli, Laura M. and
              Srivastava, Anuj},
     TITLE = {Statistics of time warpings and phase variations},
   JOURNAL = {Electron. J. Stat.},
  FJOURNAL = {Electronic Journal of Statistics},
    VOLUME = {8},
      YEAR = {2014},
    NUMBER = {2},
     PAGES = {1697--1702},
      ISSN = {1935-7524},
   MRCLASS = {62-06 (62-07 62H25 62H30 62M10 62M15)},
  MRNUMBER = {3273584},
       DOI = {10.1214/14-EJS901},
       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1214/14-EJS901},
}


@article {MarronRamsay2015,
    AUTHOR = {Marron, J. S. and Ramsay, James O. and Sangalli, Laura M. and
              Srivastava, Anuj},
     TITLE = {Functional data analysis of amplitude and phase variation},
   JOURNAL = {Statist. Sci.},
  FJOURNAL = {Statistical Science. A Review Journal of the Institute of
              Mathematical Statistics},
    VOLUME = {30},
      YEAR = {2015},
    NUMBER = {4},
     PAGES = {468--484},
      ISSN = {0883-4237},
   MRCLASS = {62-02 (62G99 62H25 62J99)},
  MRNUMBER = {3432837},
MRREVIEWER = {Francesca Ieva},
       DOI = {10.1214/15-STS524},
       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1214/15-STS524},
}


@article{MarronSchmitz1992SimKDE,
  title={Simultaneous density estimation of several income distributions},
  author={Marron, J. S. and Schmitz, H-P},
  journal={Econometric Theory},
  volume={8},
  number={4},
  pages={476--488},
  year={1992},
  publisher={Cambridge University Press}
}


@article {MarronToddAhn2007,
    AUTHOR = {Marron, J. S. and Todd, Michael J. and Ahn, Jeongyoun},
     TITLE = {Distance-weighted discrimination},
   JOURNAL = {J. Amer. Statist. Assoc.},
  FJOURNAL = {Journal of the American Statistical Association},
    VOLUME = {102},
      YEAR = {2007},
    NUMBER = {480},
     PAGES = {1267--1271},
      ISSN = {0162-1459},
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  MRNUMBER = {2412548},
       DOI = {10.1198/016214507000001120},
       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1198/016214507000001120},
}


@article {MarronTsybakov1995VisErr,
    AUTHOR = {Marron, J. S. and Tsybakov, A. B.},
     TITLE = {Visual error criteria for qualitative smoothing},
   JOURNAL = {J. Amer. Statist. Assoc.},
  FJOURNAL = {Journal of the American Statistical Association},
    VOLUME = {90},
      YEAR = {1995},
    NUMBER = {430},
     PAGES = {499--507},
      ISSN = {0162-1459},
   MRCLASS = {62G05},
  MRNUMBER = {1340502},
       URL =
              {http://links.jstor.org.libproxy.lib.unc.edu/sici?sici=0162-1459(199506)90:430<499:VECFQS>2.0.CO;2-0&origin=MSN},
}


@article {MarronWand1992ExactRisk,
    AUTHOR = {Marron, J. S. and Wand, M. P.},
     TITLE = {Exact mean integrated squared error},
   JOURNAL = {Ann. Statist.},
  FJOURNAL = {The Annals of Statistics},
    VOLUME = {20},
      YEAR = {1992},
    NUMBER = {2},
     PAGES = {712--736},
      ISSN = {0090-5364},
   MRCLASS = {62G05 (65U05)},
  MRNUMBER = {1165589},
MRREVIEWER = {M. Bertrand-Retali},
       DOI = {10.1214/aos/1176348653},
       URL = {http://dx.doi.org.libproxy.lib.unc.edu/10.1214/aos/1176348653},
}


@techreport{MarronWendel2004TimeSeries,
  title={Time Series Functional Data Analysis, Los Alamos National Lab, no},
  author={Marron, J. S. and Wendelberger, J. R. and Kober, E. M.},
  year={2004},
  institution={LA-UR-04-3911}
}


@article {MarronZhang2005SiZerSplines,
    AUTHOR = {Marron, J. S. and Zhang, Jin-Ting},
     TITLE = {Si{Z}er for smoothing splines},
   JOURNAL = {Comput. Statist.},
  FJOURNAL = {Computational Statistics},
    VOLUME = {20},
      YEAR = {2005},
    NUMBER = {3},
     PAGES = {481--502},
      ISSN = {0943-4062},
   MRCLASS = {62G08 (62G10)},
  MRNUMBER = {2236619},
       DOI = {10.1007/BF02741310},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1007/BF02741310},
}


@article{Martin2007LatentSemanticAnalysis,
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  pages={35--56},
  year={2007},
  publisher={Mahwah, NJ: Lawrence Erlbaum Associates}
}		


@article{MccullochPitts1943NeuralNets,
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  year={1943},
  publisher={Springer}
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@article{McinnesHealy2018umap,
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@article{McShane2002ClusterSig,
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@article {MeinshausenBuhlmann2015InhomoData,
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@article{MenafoglioSecchi2017OOSpatialStats,
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@article {MenafolgioSecchi2018Densities,
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       URL = {https://doi-org.libproxy.lib.unc.edu/10.1080/00401706.2018.1437473},
}
		

@article{MerckTracton2008,
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@phdthesis{Miao2015Dissertation,
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  author={Miao, Di},
  year={2015},
  school={The University of North Carolina at Chapel Hill}
}


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@article {MilleOwenProvan2015,
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@article {Minnotte2010ModeTest,
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@article{MinnotteScott1993ModeTree,
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@book {Terras2013HarmAnSym,
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}


@book{Zheng2017statistical,
  title={Statistical Shape and Deformation Analysis: Methods, Implementation and Applications},
  author={Zheng, G. and Li, S. and Szekely, G.},
  isbn={9780128104941},
  lccn={2017385403},
  url={https://books.google.co.uk/books?id=vP-pDQAAQBAJ},
  year={2017},
  publisher={Elsevier Science}
}


@article {ZhouMarron2015HDLSS,
    AUTHOR = {Zhou, Yi-Hui and Marron, J. S.},
     TITLE = {High dimension low sample size asymptotics of robust {PCA}},
   JOURNAL = {Electron. J. Stat.},
  FJOURNAL = {Electronic Journal of Statistics},
    VOLUME = {9},
      YEAR = {2015},
    NUMBER = {1},
     PAGES = {204--218},
   MRCLASS = {62D05 (62-07 62H25)},
  MRNUMBER = {3312407},
MRREVIEWER = {Haiyan Xu},
       DOI = {10.1214/15-EJS992},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1214/15-EJS992},
}


@article {ZhouMarron2016VL1PCA,
    AUTHOR = {Zhou, Yi-Hui and Marron, J. S.},
     TITLE = {Visualization of robust {L}1{PCA}},
   JOURNAL = {Stat},
  FJOURNAL = {Stat},
    VOLUME = {5},
      YEAR = {2016},
     PAGES = {173--184},
   MRCLASS = {62H25 (62F35)},
  MRNUMBER = {3512722},
       DOI = {10.1002/sta4.113},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1002/sta4.113},
}


@article{ZhouMarronWright2018FamiliesIndiv,
  title={Computation of ancestry scores with mixed families and unrelated individuals},
  author={Zhou, Yi-Hui and Marron, James S and Wright, Fred A},
  journal={Biometrics},
  volume={74},
  number={1},
  pages={155--164},
  year={2018},
  publisher={Wiley Online Library}
}		


@article{ZhouMarronWirhgt2018EigenvalueTesting,
  title={Eigenvalue significance testing for genetic association},
  author={Zhou, Yi-Hui and Marron, JS and Wright, Fred A},
  journal={Biometrics},
  volume={74},
  number={2},
  pages={439--447},
  year={2018},
  publisher={Wiley Online Library}
}


@incollection {Zomorodian2012TDA,
    AUTHOR = {Zomorodian, Afra},
     TITLE = {Topological data analysis},
 BOOKTITLE = {Advances in applied and computational topology},
    SERIES = {Proc. Sympos. Appl. Math.},
    VOLUME = {70},
     PAGES = {1--39},
 PUBLISHER = {Amer. Math. Soc., Providence, RI},
      YEAR = {2012},
   MRCLASS = {55N35 (55U05 68T10)},
  MRNUMBER = {2963600},
       DOI = {10.1090/psapm/070/587},
       URL = {https://doi-org.libproxy.lib.unc.edu/10.1090/psapm/070/587},
}

