Jing Cao
Assistant Professor 

Department of Statistical Science 

 


Contact

Education
Department of Statistical Science             
Southern Methodist University                 
3225 Daniel Avenue Avenue         
P O Box 750332                             
Dallas, Texas 75275-0332
Phone: 214-768-2451
Fax:     214-768-4035
email:  jcao@smu.edu
B.S.               Applied Mathematics, Qingdao University, Qingdao, China, 1997
M.S.              Econometrics, Xiamen University, Xiamen, China,  2000
M.S.              Statistics, University of Missouri, Columbia, 2003
Ph.D.             Statistics, University of Missouri, Columbia, 2005

                 Research Interests                                                                   Teaching

  • Bayesian methodologies and applications

  • High-throughput data analysis

  • Ordinal data analysis

  • Item response theory

  • STAT 2301 - Business Statistics
  • STAT 6345 - Linear Regression

http://courses.smu.edu/


Selected  Publications

      1.  Cao, J. and He, C. (2005).  Bias adjustment in Bayesian estimation of bird nest age-specific

                survival rates. Biometrics, 61, 877-878.

           2.  Cao, J. and Stokes, S.L. (2008).  Bayesian IRT guessing models for partial guessing 

               behaviors. Psychometrica, 73, 209-230.

           3.  Cao, J., He, C., and McCoy, T. (2008).  Bayesian estimation of age-specific bird nest survival

               rates with categorical covariates. Environmental and Ecological Statistics, 15, 49-58.

           4.  Cao, J., Xie, X., Zhang, S., Whitehurst, A., and White, M. (2009). Bayesian optimal discovery

               procedure for simultaneous significance testing. BMC Bioinformatics, 10:5.

           5.   Livingston, E.H., Elliot, A.C., Hynan, L.S., and Cao, J. (2009). Effect size estimation: necessary

               component of statistical analysis. Archives of Surgery, 144, 706-712.

           6.  Cao, J., He, C., Suedkamp Wells, K.M., Millspaug, J.J., and Ryan, M.R. (2009).  Modeling

               age and nest-specific survival using a hierarchical Bayesian approach. Biometrics (to appear).

           7.  Cao, J., Moosman, A., and Johnson, V.E. (2009). A Bayesian goodness-of-fit test for censored

   data. Biometrics (to appear).

          8.  Cao, J., Lee, J.J., and Albert, S. (2009). Comparison of Bayesian sample size determination

   criteria: ACC, ALC, and WOC. Journal of Statistical Planning and Inference (to appear).

          9.  Cao, J., Stokes, S.L., and Zhang, S. (2009). A Bayesian approach to ranking and rater 

   evaluation: an application to grant reviews. Journal of Educational and Behavioral Statistics

   (to appear).


5/2009