Refereed Publications

  • 1. A diagnostic for assessing the influence of cases on the prediction of random effects in a mixed model. Cavanaugh, JE and Shang, J.
    Journal of Data Science 3(2) (2005), 137-151.
  • 2. Bootstrap variants of AIC for mixed model selection. Shang, J and Cavanaugh, JE.
    Computational Statistics and Data Analysis 52 (2008), 2004-2021.
  • 3. An assumption for the development of bootstrap variants of Akaike Information Criterion in mixed models. Shang, J and Cavanaugh, JE.
    Statistics and Probability Letters 78 (2008), 1422-1429.
  • 4. Selection criteria based on Monte Carlo simulation and cross validation in mixed models. Shang, J.
    Far East Journal of Theoretical Statistics 25 (2008), 51-72.
  • 5. A Bayesian multiple comparison procedure for order-restricted mixed models. Shang, J , Cavanaugh, JE, and Wright, FT.
    International Statistical Review 76 (2008), 268-284.
  • 6. A diagnostic of influential cases based on the Information Complexity Criterion in mixed models. Shang, J.
    Proceedings of the International Conference on Information Theory and Statistical Learning (ITSL) (2008), 36-41.
  • 7. A note on the relationship between influential observations and model selection. Shang, J.
    Advances and Applications in Statistics 10 (2) (2008), 237-246.
  • 8. A multiple comparison procedure based on a variant of the Schwarz Information Criterion in a mixed model. Shang, J. (2010).
    Communications in Statistics-Theory and Methods 39 (6) 1095-1109.
  • 9. The bootstrap-based selection criteria: an optimal choice for model selection in linear regression. Shang, J.
    Advances and Applications in Statistics 14 (2) (2010), 173-189.
  • 10. A Bayesian multiple comparison procedure for simple order-restricted mixed models with missing values. Shang, J.
    Journal of Data Science 9(2011), 311-330.

    Manuscripts

  • The conceptual predictive statistic Cp in mixed models. Shang, J (2010). In progress.
  • The mixed model selection based on the empirical likelihood. Shang, J (2010). In progress.
  • Stratified analysis with the applications in clinical trials. In progress.
  • A diagnostic of influential cases in generalized linear models with random effects. In progress.
  • A model selection criterion in generalized linear models with random effects. In progress.