Statistics Faculty

Trevor Park

  • Clinical Assistant Professor
  • Department of Statistics
  • University of Illinois at Urbana-Champaign
  • 101 Illini Hall
  • 725 S. Wright St.
  • Champaign, IL 61820 USA
  •  
  • (217) 333-2167
  • thp2@illinois.edu
  • Website
  • Educational Background

  • PhD, Operations Research, Cornell University, 2003
  • Research Interests

  • Multivariate Exploratory Methods
  • Covariance Modeling
  • Optimization Methods
  • Bayesian Lasso
  • Recent Publications

    Park, T., Shao, X., and Yao, S. (2015) Partial Martingale Difference Correlation, Electronic Journal of Statistics, 9:1492–1517.

    Park, T. (2010) Orthogonality-Constrained Optimization with Application to Regularized PCA, in JSM Proceedings, Alexandria, VA: American Statistical Association: 5435-5440.

    Park, T. (2008) Penalized Likelihood Principal Component Rotation for Enhanced Interpreta- tion, American Journal of Mathematical and Management Sciences, 28:385-398.

    Park, T., and Casella, G. (2008) The Bayesian Lasso, Journal of the American Statistical Association, 103:681-686.

    Park, T. (2007) Alternative Penalty Functions for Penalized Likelihood Principal Components, Journal of Applied Statistics, 34:767-777.

    Pourahmadi, M., Daniels, M., and Park, T. (2007) Simultaneous Modelling of the Cholesky Decomposition of Several Covariance Matrices, Journal of Multivariate Analysis, 98:568-587.

    Park, T. (2005) A Penalized Likelihood Approach to Rotation of Principal Components," Journal of Computational and Graphical Statistics, 14:867-888.