Publications
and Papers Under Review

    Submitted

  • DeYoreo M. and Reiter J. "Bayesian Mixture Modeling for Multivariate Conditional Distributions." Revision for Journal of Machine Learning Research.
  • (arXiv)
  • Schifeling T., Reiter J., and DeYoreo M. "Data Fusion for Correcting Measurement Errors." Submitted.
  • (arXiv)

    Papers Published or Accepted

  • DeYoreo M. and Kottas A. "Modeling for Dynamic Ordinal Regression Relationships: An Application to Estimating Maturity of Rockfish in California." To appear in Journal of the American Statistical Association.
  • (Paper)
  • DeYoreo M. and Kottas A. "Bayesian Nonparametric Modeling for Multivariate Ordinal Regression." To appear in Journal of Computational and Graphical Statistics.
  • (Paper)
  • DeYoreo M. and Kottas A. (2016). "A Bayesian Nonparametric Markovian Model for Nonstationary Time Series." Statistics and Computing.
  • (Paper)
  • Fosdick B., DeYoreo M., and Reiter J. (2016). "Categorical Data Fusion Using Auxiliary Information." Annals of Applied Statistics, 10(4):1907-1929.
  • (Paper)
  • DeYoreo M., Reiter J., and Hillygus D.S. (2016). "Bayesian Mixture Models With Focused Clustering for Mixed Ordinal and Nominal Data." Bayesian Analysis.
  • (Paper)
  • DeYoreo M. and Smith B. (2016). "Reducing costs and improving fit for clinical trials that have positive-valued data." Statistics in Biopharmaceutical Research.
  • DeYoreo M. and Kottas A. (2015). "A Fully Nonparametric Modeling Approach to Binary Regression." Bayesian Analysis, 10, 821-847.
  • (Paper)
  • Kiziltan B., Kottas A., DeYoreo M., and Thorsett S. (2013). "The Neutron Star Mass Distribution." The Astrophysical Journal, 778, 66.
  • (Paper)

    Other

  • Kottas A., DeYoreo M., and Poynor V. (2013). "Contributed discussion of paper: Bayesian nonparametric inference- why and how? by Peter Muller and Riten Mitra."Bayesian Analysis, 8, 338-341.
  • (Discussion Paper)
  • DeYoreo M. (2014). "A Bayesian Framework for Fully Nonparametric Ordinal Regression," PhD Dissertation, Department of Applied Math and Statistics, UCSC.
  • (PDF)
  • DeYoreo M. (2011). "Bayesian Semiparametric and Nonparametric Inference for Binary Regression," M.S. Project, Department of Applied Math and Statistics, UCSC.