J. S. Marron

73 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-2000-1476

Department of Statistics & Operations Research, University of North Carolina, Chapel Hill, NC;b Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC

Publications

Elastic Shape Analysis of Movement Data — Journal of the American Statistical Association 2026 (name-matched, not ORCID-linked)
A partially functional linear regression framework for integrating genetic, imaging, and clinical data — The Annals of Applied Statistics 2024
Pairwise nonlinear dependence analysis of genomic data — The Annals of Applied Statistics 2023
Joint and individual analysis of breast cancer histologic images and genomic covariates — The Annals of Applied Statistics 2021 (name-matched, not ORCID-linked)
Response to ‘Fitting a folded normal distribution without EM’ — The Annals of Applied Statistics 2020 (name-matched, not ORCID-linked)
Discussion: A Spatial Modeling Approach for Linguistic Object Data: Analysing Dialect Sound Variations Across Great Britain, by Shahin Tavakoli et al. — Journal of the American Statistical Association 2019 (name-matched, not ORCID-linked)
Modeling seasonality and serial dependence of electricity price curves with warping functional autoregressive dynamics — The Annals of Applied Statistics 2019 (name-matched, not ORCID-linked)
Persistent homology analysis of brain artery trees — The Annals of Applied Statistics 2016 (name-matched, not ORCID-linked)
“Virus hunting” using radial distance weighted discrimination — The Annals of Applied Statistics 2015 (name-matched, not ORCID-linked)
Object-Oriented Data Analysis of Cell Images — Journal of the American Statistical Association 2014 (name-matched, not ORCID-linked)
Visualizing genetic constraints — The Annals of Applied Statistics 2013 (name-matched, not ORCID-linked)
Joint and individual variation explained (JIVE) for integrated analysis of multiple data types — The Annals of Applied Statistics 2013
Varying coefficient model for modeling diffusion tensors along white matter tracts — The Annals of Applied Statistics 2013 (name-matched, not ORCID-linked)
Analysis of principal nested spheres — Biometrika 2012
Local polynomial regression for symmetric positive definite matrices — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2012
Bidirectional discrimination with application to data visualization — Biometrika 2012
A Nonparametric Regression Model With Tree-Structured Response — Journal of the American Statistical Association 2012
Comment — Journal of the American Statistical Association 2011
Principal arc analysis on direct product manifolds — The Annals of Applied Statistics 2011 (name-matched, not ORCID-linked)
Local kernel canonical correlation analysis with application to virtual drug screening — The Annals of Applied Statistics 2011 (name-matched, not ORCID-linked)
Weighted Distance Weighted Discrimination and Its Asymptotic Properties — Journal of the American Statistical Association 2010
Analysis of dependence among size, rate and duration in internet flows — The Annals of Applied Statistics 2010 (name-matched, not ORCID-linked)
The maximal data piling direction for discrimination — Biometrika 2010
A principal component analysis for trees — The Annals of Applied Statistics 2009 (name-matched, not ORCID-linked)
Statistical Significance of Clustering for High-Dimension, Low–Sample Size Data — Journal of the American Statistical Association 2008
Object oriented data analysis: Sets of trees — The Annals of Statistics 2007
Distance-Weighted Discrimination — Journal of the American Statistical Association 2007
The high-dimension, low-sample-size geometric representation holds under mild conditions — Biometrika 2007
Advanced Distribution Theory for SiZer — Journal of the American Statistical Association 2006
Geometric representation of high dimension, low sample size data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2005
Mixed-Model Functional ANOVA for Studying Human Tactile Perception — Journal of the American Statistical Association 2003
Mode testing via the excess mass estimate — Biometrika 2001 (name-matched, not ORCID-linked)
Scale space view of curve estimation — The Annals of Statistics 2000
SiZer for Exploration of Structures in Curves — Journal of the American Statistical Association 1999
Iterated Transformation–Kernel Density Estimation — Journal of the American Statistical Association 1999
Edge-Preserving Smoothers for Image Processing — Journal of the American Statistical Association 1998
Mass recentred kernel smoothers — Biometrika 1997 (name-matched, not ORCID-linked)
On automatic boundary corrections — The Annals of Statistics 1997
Curve estimation when the design density is low — The Annals of Statistics 1997
Bootstrap Selection of the Smoothing Parameter in Nonparametric Hazard Rate Estimation — Journal of the American Statistical Association 1996
A Brief Survey of Bandwidth Selection for Density Estimation — Journal of the American Statistical Association 1996
Visual Error Criteria for Qualitative Smoothing — Journal of the American Statistical Association 1995
Improved Variable Window Kernel Estimates of Probability Densities — The Annals of Statistics 1995
On partial local smoothing rules for curve estimation — Biometrika 1995
Transformations to Reduce Boundary Bias in Kernel Density Estimation — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1994
Regression Smoothing Parameters that are not Far from their Optimum — Journal of the American Statistical Association 1992
Bandwidth Choice for Average Derivative Estimation — Journal of the American Statistical Association 1992
Exact Mean Integrated Squared Error — The Annals of Statistics 1992
Best Possible Constant for Bandwidth Selection — The Annals of Statistics 1992
Corrigendum: Local Minima in Cross-Validation Functions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1992 (name-matched, not ORCID-linked)
On optimal data-based bandwidth selection in kernel density estimation — Biometrika 1991
Comparison of Two Bandwidth Selectors with Dependent Errors — The Annals of Statistics 1991
Bootstrap Simultaneous Error Bars for Nonparametric Regression — The Annals of Statistics 1991
A Simple Root $n$ Bandwidth Selector — The Annals of Statistics 1991
Local Minima in Cross-Validation Functions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1991 (name-matched, not ORCID-linked)
Rejoinder — Journal of the American Statistical Association 1991
Transformations in Density Estimation — Journal of the American Statistical Association 1991
Semiparametric Comparison of Regression Curves — The Annals of Statistics 1990
Comparison of Data-Driven Bandwidth Selectors — Journal of the American Statistical Association 1990
On variance estimation in nonparametric regression — Biometrika 1990
Kernel Quantile Estimators — Journal of the American Statistical Association 1990
Bandwidth Choice for Density Derivatives — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1990 (name-matched, not ORCID-linked)
Choice of Kernel Order in Density Estimation — The Annals of Statistics 1988
Equivalence of Smoothing Parameter Selectors in Density and Intensity Estimation — Journal of the American Statistical Association 1988
Rejoinder — Journal of the American Statistical Association 1988
How Far are Automatically Chosen Regression Smoothing Parameters from their Optimum? — Journal of the American Statistical Association 1988
Asymptotically Optimal Bandwidth Selection for Kernel Density Estimators from Randomly Right-Censored Samples — The Annals of Statistics 1987
A Comparison of Cross-Validation Techniques in Density Estimation — The Annals of Statistics 1987
On the Amount of Noise Inherent in Bandwidth Selection for a Kernel Density Estimator — The Annals of Statistics 1987
An Asymptotically Efficient Solution to the Bandwidth Problem of Kernel Density Estimation — The Annals of Statistics 1985
Optimal Bandwidth Selection in Nonparametric Regression Function Estimation — The Annals of Statistics 1985
Asymptotic nonequivalence of some bandwidth selectors in nonparametric regression — Biometrika 1985
Optimal Rates of Convergence to Bayes Risk in Nonparametric Discrimination — The Annals of Statistics 1983