Publications

and Papers Under Review

Publications

and Papers Under Review

- 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)
- 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)
- 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.