Prabir Burman, Ph.D.

Prabir Burman

Professor

  • Statistics
4103 Mathematical Sciences Building
One Shields Avenue, Davis CA 95616

Research Interests

  • Nonparametric function estimation
  • Model fitting/selection
  • Image analysis
  • Time series
  • Discrete data

Selected Works

  • Grigione, M. M., P. Burman, S. Clavio, S. J. Harper, D. Manning, R. J. Sarno. (2013). A comparative study between enteric parasites of coyotes in a protected and suburban habitat. Urban Ecosystems, 17: 1-10.
  • Guha, P., K. Bhowmick, P. Mazumdar, M. Ghosal, I. Chakraborty, P. Burman. (2013). Assessment of Insulin Resistance and Metabolic Syndrome in Drug Naive Patients of Bipolar Disorders. Indian Journal of Clinical Biochemistry, 29: 51-56.
  • Ghosal, M. K., P. Burman, V. Singh, S. Das, N. Paul, B. K. Ray, A. Hazra, T. K. Banerjee, A. Basu, A. Chaudhuri, S. K. Das. (2014). Correlates of Functional Outcome Among Stroke Survivors in a Developing Country - A Prospective Community-Based Study from India. Journal of Stroke & Cerebrovascular Disease, 23(10): 2614-2621.
  • Noguchi, K., A. Aue and P. Burman. (2014). Exploratory Analysis and Modeling of Stock Returns. Journal of Computational and Graphical Statistics. IN PRESS.
  • Burman, P. (2014). A Hilbert-type inequality. Mathematical Inequalities & Applications. IN PRESS.
  • Paul, D., J. Peng and P. Burman. (2014). Nonparametric estimation of dynamics of monotone trajectories. To Appear, Annals of Statistics. 
Education and Degree(s)
  • UC Berkeley, Ph.D.
Publications
  • Benchmarking M6 competitors: An analysis of financial metrics and discussion of incentives
    Journal Article | Schneider, M., Rankin, R., Burman, P., Aue, A. International Journal of Forecasting, 41, 1383-1394. 10.1016/j.ijforecast.2025.03.008
  • A Hilbert-type inequality for Fourier coefficients
    Journal Article | Burman, P. Mathematical Inequalities & Applications, 27, 519-528. 10.7153/mia-2024-27-35
  • Estimation of prediction error in time series
    Journal Article | Aue, A., Burman, P. Biometrika, 111, 643-660. 10.1093/biomet/asad053
  • 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
  • The diet of coyotes and red foxes in Southern New York
    Journal Article | Peterson, M., Baglieri, M., Mahon, K., Sarno, R., Ries, L., Burman, P., Grigione, M. Urban Ecosystems, 24, 1-10. 10.1007/s11252-020-01010-5
  • See publications and more on Aggie Experts: https://experts.ucdavis.edu/expert/t9wiwsUt