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.

    J. I. Marden (2005) The Bradley-Terry Model. Encyclopedia of Statistics in Behavioral Science, Wiley.

    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.