Thomas Lee

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

ORCID: 0000-0001-7067-405X

Department of Statistics, University of California, Davis

Publications

• Estimating fiber orientation distribution with application to study brain lateralization using HCP D-MRI data — The Annals of Applied Statistics 2024
• Modeling Tangential Vector Fields on a Sphere — Journal of the American Statistical Association 2018
• A multi-resolution model for non-Gaussian random fields on a sphere with application to ionospheric electrostatic potentials — The Annals of Applied Statistics 2018
• Matrix Completion with Noisy Entries and Outliers — Journal of Machine Learning Research 2017
• A frequentist approach to computer model calibration — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
• Generalized Fiducial Inference: A Review and New Results — Journal of the American Statistical Association 2016
• Fiber direction estimation, smoothing and tracking in diffusion MRI — The Annals of Applied Statistics 2016
• Rejoinder: “Fiber direction estimation, smoothing and tracking in diffusion MRI” — The Annals of Applied Statistics 2016
• Detecting abrupt changes in the spectra of high-energy astrophysical sources — The Annals of Applied Statistics 2016
• Generalized Fiducial Inference for Ultrahigh-Dimensional Regression — Journal of the American Statistical Association 2015
• Estimation of Multiple-Regime Threshold Autoregressive Models With Structural Breaks — Journal of the American Statistical Association 2015
• Segmented Model Selection in Quantile Regression Using the Minimum Description Length Principle — Journal of the American Statistical Association 2014
• Automatic estimation of flux distributions of astrophysical source populations — The Annals of Applied Statistics 2014
• On image segmentation using information theoretic criteria — The Annals of Statistics 2011
• An MDL approach to the climate segmentation problem — The Annals of Applied Statistics 2010
• Generalized fiducial inference for wavelet regression — Biometrika 2009
• Information and Complexity in Statistical Modeling — Journal of the American Statistical Association 2008
• The Role of Pseudo Data for Robust Smoothing with Application to Wavelet Regression — Biometrika 2007
• Structural Break Estimation for Nonstationary Time Series Models — Journal of the American Statistical Association 2006
• Penalized spline models for functional principal component analysis — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2006
• A Minimum Description Length-Based Image Segmentation Procedure, and its Comparison with a Cross-Validation-Based Segmentation Procedure — Journal of the American Statistical Association 2000
• A simple span selector for periodogram smoothing — Biometrika 1997