Debashis Paul

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

ORCID: 0000-0002-1564-7208

Department of Statistics, University of California at Davis, Davis, CA

Publications

• Testing General Linear Hypotheses Under a High-Dimensional Multivariate Regression Model with Spiked Noise Covariance — Journal of the American Statistical Association 2024
• Estimating fiber orientation distribution with application to study brain lateralization using HCP D-MRI data — The Annals of Applied Statistics 2024
• Improved Shrinkage Prediction under a Spiked Covariance Structure — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• An adaptable generalization of Hotelling’s $T^{2}$ test in high dimension — The Annals of Statistics 2020
• 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
• Nonparametric estimation of dynamics of monotone trajectories — The Annals of Statistics 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
• On high-dimensional misspecified mixed model analysis in genome-wide association study — The Annals of Statistics 2016
• On the Marčenko–Pastur law for linear time series — The Annals of Statistics 2015 (name-matched, not ORCID-linked)
• Covariance-based analyses of biological pathways — Biometrika 2015
• Time-warped growth processes, with applications to the modeling of boom–bust cycles in house prices — The Annals of Applied Statistics 2014 (name-matched, not ORCID-linked)
• Minimax bounds for sparse PCA with noisy high-dimensional data — The Annals of Statistics 2013
• A Regularized Hotelling’sT2Test for Pathway Analysis in Proteomic Studies — Journal of the American Statistical Association 2011
• Semiparametric modeling of autonomous nonlinear dynamical systems with application to plant growth — The Annals of Applied Statistics 2011 (name-matched, not ORCID-linked)
• Consistency of restricted maximum likelihood estimators of principal components — The Annals of Statistics 2009
• “Preconditioning” for feature selection and regression in high-dimensional problems — The Annals of Statistics 2008
• Prediction by Supervised Principal Components — Journal of the American Statistical Association 2006