Interactive local bandwidth choice. - J. S. Marron; F. Udina (Stat. Comput., 1999)

Predicting Fault Incidence Using Software Change History. - Todd L. Graves; Alan F. Karr; J. S. Marron; Harvey P. Siy (IEEE Trans. Software Eng., 2000)

Intuitive, Localized Analysis of Shape Variability. - Paul A. Yushkevich; Stephen M. Pizer; Sarang C. Joshi; J. S. Marron (IPMI, 2001)

Presentation of smoothers: the family approach. - J. S. Marron; S. S. Chung (Comput. Stat., 2001)

Does Code Decay? Assessing the Evidence from Change Management Data. - Stephen G. Eick; Todd L. Graves; Alan F. Karr; J. S. Marron; Audris Mockus (IEEE Trans. Software Eng., 2001)

Mice and Elephants Visualization of Internet Traffic. - J. S. Marron; Félix Hernández-Campos; F. Donelson Smith (COMPSTAT, 2002)

Variable Heavy Tailed Durations in Internet Traffic, Part I: Understanding Heavy Tails. - Félix Hernández-Campos; J. S. Marron; F. Donelson Smith; Gennady Samorodnitsky (MASCOTS, 2002)

Multi-scale Deformable Model Segmentation and Statistical Shape Analysis Using Medial Descriptions. - Sarang C. Joshi; Stephen M. Pizer; P. Thomas Fletcher; Paul A. Yushkevich; Andrew Thall; J. S. Marron (IEEE Trans. Medical Imaging, 2002)

Adjustment of systematic microarray data biases. - Mónica Benito; Joel S. Parker; Quan Du; Junyuan Wu; Dong Xiang; Charles M. Perou; James Stephen Marron (Bioinform., 2004)

Statistical significance of features in digital images. - Fred Godtliebsen; James Stephen Marron; Probal Chaudhuri (Image Vis. Comput., 2004)

Variable heavy tails in Internet traffic. - Félix Hernández-Campos; J. S. Marron; Gennady Samorodnitsky; F. Donelson Smith (Perform. Evaluation, 2004)

Long-range dependence in a changing Internet traffic mix. - Cheolwoo Park; Félix Hernández-Campos; J. S. Marron; F. Donelson Smith (Comput. Networks, 2005)

On the wavelet spectrum diagnostic for Hurst parameter estimation in the analysis of Internet traffic. - Stilian Stoev; Murad S. Taqqu; Cheolwoo Park; J. S. Marron (Comput. Networks, 2005)

SiZer for smoothing splines. - J. S. Marron; Jin Ting Zhang (Comput. Stat., 2005)

Capturing the Elusive Poissonity in Web Traffic. - Cheolwoo Park; H. Shen; J. S. Marron; Félix Hernández-Campos; Darryl Veitch (MASCOTS, 2006)

LASS: a tool for the local analysis of self-similarity. - Stilian Stoev; Murad S. Taqqu; Cheolwoo Park; George Michailidis; J. S. Marron (Comput. Stat. Data Anal., 2006)

Statistical Shape Analysis of Multi-Object Complexes. - Kevin Gorczowski; Martin Styner; Ja-Yeon Jeong; J. S. Marron; Joseph Piven; Heather Cody Hazlett; Stephen M. Pizer; Guido Gerig (CVPR, 2007)

Discrimination analysis using multi-object statistics of shape and pose. - Kevin Gorczowski; Martin Styner; Ja-Yeon Jeong; J. S. Marron; Joseph Piven; Heather Cody Hazlett; Stephen M. Pizer; Guido Gerig (Image Processing, 2007)

Visualization and inference based on wavelet coefficients, SiZer and SiNos. - Cheolwoo Park; Fred Godtliebsen; Murad S. Taqqu; Stilian Stoev; J. S. Marron (Comput. Stat. Data Anal., 2007)

Support vector machine for data on manifolds: An application to image analysis. - Suman K. Sen; Mark Foskey; James Stephen Marron; Martin Andreas Styner (ISBI, 2008)

Conditional-mean initialization using neighboring objects in deformable model segmentation. - Ja-Yeon Jeong; Joshua V. Stough; James Stephen Marron; Stephen M. Pizer (Image Processing, 2008)

A Method for Normalizing Histology Slides for Quantitative Analysis. - Marc Macenko; Marc Niethammer; J. S. Marron; David Borland; John T. Woosley; Xiaojun Guan; Charles Schmitt; Nancy E. Thomas (ISBI, 2009)

Appearance Normalization of Histology Slides. - Marc Niethammer; David Borland; J. S. Marron; John T. Woosley; Nancy E. Thomas (MLMI, 2010)

Multivariate Statistical Analysis of Deformation Momenta Relating Anatomical Shape to Neuropsychological Measures. - Nikhil Singh 002; P. Thomas Fletcher; J. Samuel Preston; Linh K. Ha; Richard D. King; James Stephen Marron; Michael Wiener; Sarang C. Joshi (MICCAI (3), 2010)

Speculation on the generality of the backward stepwise view of PCA. - J. S. Marron; Sungkyu Jung; Ian L. Dryden (Multimedia Information Retrieval, 2010)

Efficiency clustering for low-density microarrays and its application to QPCR. - Eric F. Lock; Ryan Ziemiecki; J. S. Marron; Dirk P. Dittmer (BMC Bioinform., 2010)

Analysis of dependence among size, rate and duration in internet flows - Cheolwoo Park; Félix Hernández-Campos; J. S. Marron; Kevin Jeffay; F. Donelson Smith (CoRR, 2010)

Multi-Object Analysis of Volume, Pose, and Shape Using Statistical Discrimination. - Kevin Gorczowski; Martin Styner; Ja-Yeon Jeong; J. S. Marron; Joseph Piven; Heather Cody Hazlett; Stephen M. Pizer; Guido Gerig (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

R/DWD: distance-weighted discrimination for classification, visualization and batch adjustment. - Hanwen Huang; Xiaosun Lu; Yufeng Liu; Perry Haaland; J. S. Marron (Bioinform., 2012)

ReQON: a Bioconductor package for recalibrating quality scores from next-generation sequencing data. - Christopher R. Cabanski; Keary Cavin; Chris Bizon; Matthew D. Wilkerson; Joel S. Parker; Kirk C. Wilhelmsen; Charles M. Perou; J. S. Marron; D. Neil Hayes (BMC Bioinform., 2012)

Boundary behavior in High Dimension, Low Sample Size asymptotics of PCA. - Sungkyu Jung; Arusharka Sen; J. S. Marron (J. Multivar. Anal., 2012)

Nested Sphere Statistics of Skeletal Models. - Stephen M. Pizer; Sungkyu Jung; Dibyendusekhar Goswami; Jared Vicory; Xiaojie Zhao; Ritwik Chaudhuri; James N. Damon; Stephan Huckemann; J. S. Marron (Innovations for Shape Analysis, Models and Algorithms, 2013)

Weighted Functional Boxplot with Application to Statistical Atlas Construction. - Yi Hong 006; Brad Davis; J. S. Marron; Roland Kwitt; Marc Niethammer (MICCAI (3), 2013)

Comparison of binary discrimination methods for high dimension low sample size data. - Addy Bolívar-Cimé; J. S. Marron (J. Multivar. Anal., 2013)

Consistency of sparse PCA in High Dimension, Low Sample Size contexts. - Dan Shen 002; Haipeng Shen; J. S. Marron (J. Multivar. Anal., 2013)

Topological Descriptors of Histology Images. - Nikhil Singh 002; Heather D. Couture; J. S. Marron; Charles M. Perou; Marc Niethammer (MLMI, 2014)

Backwards Principal Component Analysis and Principal Nested Relations. - James N. Damon; J. S. Marron (J. Math. Imaging Vis., 2014)

Tree-Oriented Analysis of Brain Artery Structure. - Sean Skwerer; Elizabeth Bullitt; Stephan Huckemann; Ezra Miller; Ipek Oguz; Megan Owen; Vic Patrangenaru; J. Scott Provan; J. S. Marron (J. Math. Imaging Vis., 2014)

Asymptotics of hierarchical clustering for growing dimension. - Petro Borysov; Jan Hannig; J. S. Marron (J. Multivar. Anal., 2014)

Statistical atlas construction via weighted functional boxplots. - Yi Hong 006; Brad Davis; J. S. Marron; Roland Kwitt; Nikhil Singh 002; Julia S. Kimbell; Elizabeth Pitkin; Richard Superfine; Stephanie Davis; Carlton J. Zdanski; Marc Niethammer (Medical Image Anal., 2014)

Quantifying anatomical shape variations in neurological disorders. - Nikhil Singh 002; P. Thomas Fletcher; J. Samuel Preston; Richard D. King; J. S. Marron; Michael W. Weiner; Sarang C. Joshi (Medical Image Anal., 2014)

Prinsimp. - Jonathan Zhang; Nancy E. Heckman; Davor Cubranic; Joel G. Kingsolver; Travis Gaydos; J. S. Marron (R J., 2014)

Hierarchical task-driven feature learning for tumor histology. - Heather D. Couture; J. S. Marron; Nancy E. Thomas; Charles M. Perou; Marc Niethammer (ISBI, 2015)

Validation of CBCT for the computation of textural biomarkers. - Beatriz Paniagua; Antonio Carlos Ruellas; Erika Benavides; Steve Marron; Larry Wolford; Lucia H. S. Cevidanes (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Appearance normalization of histology slides. - Jared Vicory; Heather D. Couture; Nancy E. Thomas; David Borland; J. S. Marron; John T. Woosley; Marc Niethammer (Comput. Medical Imaging Graph., 2015)

Nested nonnegative cone analysis. - Lingsong Zhang; Shu Lu; J. S. Marron (Comput. Stat. Data Anal., 2015)

Non-linear Hypothesis Testing of Geometric Object Properties of Shapes Applied to Hippocampi. - Jörn Schulz; Stephen M. Pizer; J. S. Marron; Fred Godtliebsen (J. Math. Imaging Vis., 2016)

A General Framework for Consistency of Principal Component Analysis. - Dan Shen 002; Haipeng Shen; J. S. Marron (J. Mach. Learn. Res., 2016)

Non-Euclidean classification of medically imaged objects via s-reps. - Jun-Pyo Hong; Jared Vicory; Jörn Schulz; Martin Styner; J. S. Marron; Stephen M. Pizer (Medical Image Anal., 2016)

Large-margin classification with multiple decision rules. - Patrick K. Kimes; David Neil Hayes; J. S. Marron; Yufeng Liu (Stat. Anal. Data Min., 2016)

Distance weighted discrimination of face images for gender classification. - Mónica Benito; Eduardo García-Portugués; J. S. Marron; Daniel Peña (CoRR, 2017)

Geometric Insights into Support Vector Machine Behavior using the KKT Conditions. - Iain Carmichael; J. S. Marron (CoRR, 2017)

JIVE integration of imaging and behavioral data. - Qunqun Yu; Benjamin B. Risk; Kai Zhang 003; J. S. Marron (NeuroImage, 2017)

Detection of bone loss via subchondral bone analysis. - Jean-Baptiste Vimort; Antonio C. Ruellas; Jack Prothero; J. S. Marron; Matthew McCormick 001; Lucia H. S. Cevidanes; Erika Benavides; Beatriz Paniagua (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology. - Heather D. Couture; J. S. Marron; Charles M. Perou; Melissa A. Troester; Marc Niethammer (MICCAI (2), 2018)

Angle-based joint and individual variation explained. - Qing Feng; Meilei Jiang; Jan Hannig; J. S. Marron (J. Multivar. Anal., 2018)

Relative Optimality Conditions and Algorithms for Treespace Fréchet Means. - Sean Skwerer; J. Scott Provan; J. S. Marron (SIAM J. Optim., 2018)

Methods for quantitative characterization of bone injury from computed-tomography images. - Pablo Hernandez-Cerdan; Beatriz Paniagua; Jack Prothero; J. S. Marron; Eric Livingston; Ted Bateman; Matthew McCormick 001 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019)

Advanced statistical analysis to classify high dimensionality textural probability-distribution matrices. - Jack Prothero; Jean-Baptiste Vimort; Antonio C. Ruellas; J. S. Marron; Matthew McCormick 001; Pablo Hernandez-Cerdan; Lucia H. S. Cevidanes; Erika Benavides; Beatriz Paniagua (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019)

Deep Multi-View Learning via Task-Optimal CCA. - Heather D. Couture; Roland Kwitt; J. S. Marron; Melissa A. Troester; Charles M. Perou; Marc Niethammer (CoRR, 2019)

dr4pl: A Stable Convergence Algorithm for the 4 Parameter Logistic Model. - Hyowon An; T. Landis Justin; G. Bailey Aubrey; James Stephen Marron; Dirk P. Dittmer (R J., 2019)

Dental microfracture detection using wavelet features and machine learning. - Jared Vicory; Ramraj Chandradevan; Pablo Hernandez-Cerdan; Wei Angel Huang; Dani Fox; Laith Abu Qdais; Matthew McCormick 001; André Mol; Rick Walter; J. S. Marron; Hassem Geha; Asma Khan; et al. (Image Processing, 2021)

Non-Euclidean Analysis of Joint Variations in Multi-Object Shapes. - Zhiyuan Liu 012; Jörn Schulz; Mohsen Taheri; Martin Styner; James N. Damon; Stephen M. Pizer; J. S. Marron (CoRR, 2021)

diproperm: An R Package for the DiProPerm Test. - Andrew G. Allmon; J. S. Marron; Michael G. Hudgens (R J., 2021)

Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images. - Yi Cui; Yao Li; Jayson R. Miedema; Sherif Farag; J. S. Marron; Nancy E. Thomas (CoRR, 2022)

Skeletons, Object Shape, Statistics. - Stephen M. Pizer; J. S. Marron; James N. Damon; Jared Vicory; Akash Krishna; Zhiyuan Liu 012; Mohsen Taheri (Frontiers Comput. Sci., 2022)

miRcorrNetPro: Unraveling Algorithmic Insights through Cross-Validation in Multi-Omics Integration for Comprehensive Data Analysis. - Miray Unlu Yazici; Malik Yousef; J. S. Marron; Burcu Bakir-Gungor (BIBM, 2023)

Variable screening based on Gaussian Centered L-moments. - Hyowon An; Kai Zhang 003; Hannu Oja; J. S. Marron (Comput. Stat. Data Anal., 2023)

Scaled Torus Principal Component Analysis. - Pavlos Zoubouloglou; Eduardo García-Portugués; J. S. Marron (J. Comput. Graph. Stat., 2023)

Jackstraw inference for AJIVE data integration. - Xi Yang; Katherine A. Hoadley; Jan Hannig; J. S. Marron (Comput. Stat. Data Anal., 2023)

Analysis of Joint Shape Variation from Multi-Object Complexes. - Zhiyuan Liu 012; Jörn Schulz; Mohsen Taheri; Martin Styner; James N. Damon; Stephen M. Pizer; J. S. Marron (J. Math. Imaging Vis., 2023)

Geometric and Statistical Models for Analysis of Two-Object Complexes. - Zhiyuan Liu 012; James N. Damon; J. S. Marron; Stephen M. Pizer (Int. J. Comput. Vis., 2023)

The Poisson distribution model fits UMI-based single-cell RNA-sequencing data. - Yue Pan; T. Landis Justin; Razia Moorad; Di Wu; J. S. Marron; Dirk P. Dittmer (BMC Bioinform., 2023)

Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images - Nevus & Melanoma. - Yi Cui; Yao Li; Jayson R. Miedema; Sharon N. Edmiston; Sherif Farag; J. S. Marron; Nancy E. Thomas (CoRR, 2024)

Interior Object Geometry via Fitted Frames. - Stephen M. Pizer; Zhiyuan Liu 012; Junjie Zhao; Nicholas Tapp-Hughes; James N. Damon; Miaomiao Zhang; J. S. Marron; Jared Vicory (CoRR, 2024)

Measure of Strength of Evidence for Visually Observed Differences between Subpopulations. - Xi Yang; Jan Hannig; Katherine A. Hoadley; Iain Carmichael; J. S. Marron (J. Comput. Graph. Stat., 2024)