Statistics Faculty

John I. Marden

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

  • PhD, Statistics, University of Chicago
  • Research Interests

  • Multivariate statistical analysis
  • Decision theory
  • Statistical modeling of ranking data
  • Nonparametric statistics
  • Honors and Appointments

  • Fellow, Institute of Mathematical Statistics
  • Campus Award for Innovation in Undergraduate Instruction using Educational Technology (2002)
  • Editor, Annals of Statistics (2001-2003)
  • Selected Publications

    P.S. Erickson, S.P. Marston, M. Gemmel, J. Deming, R.G. Cabral, M.R. Murphy, J.I. Marden. (2012). Kelp taste preferences by dairy calves. Journal of Dairy Science 1 February 2012 (volume 95 issue 2 Pages 856-858 DOI: 10.3168/jds.2011-4826)

    J. I. Marden (2011). QQ plots for assessing symmetry models, in Nonparametric statistics and mixture models: A Festschrift in honor Thomas P. Hettmannsperger, Pennsylvania State University, University Park, PA Hunter, David R. (ed.), Richards, Donald St. P. (ed.) and Rosenberger, James (ed.), World Scientific Publications (Singapore; River Edge, NJ)

    Y. M. Wang, J. Xia, J. Marden (2007). Multiple correlation and multi-seed for robust inference of functional connectivity in FMRI. Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium, Pages 408-411, Publisher IEEE.

    J. I. Marden and K. Choi (2005). Test of multivariate linear models using spatial concordances. Journal of Nonparametric Statistics, Volume 17, Issue 2, p. 167-183.

    L. Brown, A. Das Gupta, J. Marden and D. Politis. (2004). Characterizations, Sub and resampling, and Goodness of Fit. Festschrift for Herman Rubin, Anirban DasGupta, Ed. Institute of Mathematical Statistics Lecture Notes-Monograph Series 45, 180 - 206.

    J. I. Marden (2004). Positions and QQ-Plots. Statistical Science 19 606 - 614.

    P. S. Erickson, M. L. Davis, C. S. Murdock, K. E. Pastir, M. R. Murphy, C. G. Schwab, and J. I. Marden. (2004). Ionophere Taste Preferences of dairy heifers. Journal of Animal Science 82(11) 3314-3320.

    J. I. Marden and Y. H. Gao. (2002). Rank-Based Procedures for Structural Hypotheses of the Covariance  Matrix. Sankhya, 64 Series A, 653-677.

    Y. H. Gao and J. I. Marden. (2001). Some Rank-based Hypothesis Tests for Covariance Structure and Conditional Independence. Algebraic Methods in Statistics and Probability, Contemporary Mathematics Series, 287, American Mathematical Society, 97-109.

    J. I. Marden (2000). Hypothesis Testing: From P-Values to Bayes Factors. Journal of the American Statistical Association, 95, 1316-1319.