Position Title
Adjunct Professor
Position Title
Adjunct Professor
- Statistics
He/Him/His
- debpaul@ucdavis.edu
- https://www.stat.ucdavis.edu/~debashis/
- https://statistics.ucdavis.edu/people/debashis-paul
One Shields Avenue,
Davis CA 95616
Bio
Research Interests
- Multivariate statistics
- Random matrix theory
- Functional data analysis
- Nonparametric function estimation
- Random dymnamical systems
- Neuroimaging
- Spatial statistic
Select Publications
- Iain M. Johnstone and Debashis Paul (2018+) - PCA in high dimensions: an orientation. To appear in Proceedings of the IEEE.
- Jung Won Hyun, Prabir Burman and Debashis Paul (2018+) - Local linear estimation for spatial random processes with stochastic trend and stationary noise. To appear in Sankhya, Series B.
- Hao Yan, Owen Carmichael, Debashis Paul and Jie Peng (2018) - Estimating fiber orientation distribution from diffusion MRI with spherical needlets. Medical Image Analysis, Vol. 46, 57-72. [arXiv1612.07439]
- Minjie Fan, Debashis Paul, Thomas C.M. Lee and Tomoko Matsuo (2018) - A multi-resolution model for non-Gaussian random fields on a sphere with application to ionospheric electrostatic potentials. The Annals of Applied Statistics, Vol. 12, 459-489. [arXiv1710.00153]
- Siyuan Zhou, Debashis Paul and Jie Peng (2018) - Modeling subject-specifi c nonautonomous dynamics. Statistica Sinica, Vol. 28, 423-447.
Publications
- ESTIMATING FIBER ORIENTATION DISTRIBUTION WITH APPLICATION TO STUDY BRAIN LATERALIZATION USING HCP D-MRI DATA.
Journal Article | Hwang, S., Lee, T., Paul, D., Peng, J. The Annals of Applied Statistics, 18, 100-124. 10.1214/23-aoas1781 - High-Dimensional Asymptotic Behavior of Inference Based on Gwas Summary Statistics
Journal Article | Jiang, J., Jiang, W., Paul, D., Zhang, Y., Zhao, H. Statistica Sinica, 33, 1555-1576. 10.5705/ss.202021.0060 - On the asymptotic risk of ridge regression with many predictors
Journal Article | Balasubramanian, K., Burman, P., Paul, D. Indian Journal of Pure and Applied Mathematics, 55, 1040-1054. 10.1007/s13226-024-00646-9 - Testing General Linear Hypotheses Under a High-Dimensional Multivariate Regression Model with Spiked Noise Covariance
Journal Article | Li, H., Aue, A., Paul, D., Peng, J. Journal of the American Statistical Association, 119, 2799-2810. 10.1080/01621459.2023.2278825 - Editorial for the 2nd special issue on high-dimensional and functional data analysis
Journal Article | Chiou, J., Ferraty, F., Goldsmith, J., Paul, D., Shi, J. Computational Statistics & Data Analysis, 184, 107726. 10.1016/j.csda.2023.107726 - See publications and more on Aggie Experts: https://experts.ucdavis.edu/expert/dENeWBIE