Maria DeYoreo

Photo of Maria DeYoreo
Statistician
Santa Monica Office

Education

postdoc in statistics, Duke University; Ph.D. in statistics, University of California, Santa Cruz; B.S. in mathematical sciences, University of California, Santa Barbara

Overview

Maria DeYoreo is a statistician at the RAND Corporation. Her methodological interests include Bayesian modeling, Bayesian nonparametrics, missing data imputation and data fusion, and causal inference. DeYoreo's substantive interests include health care quality and provider performance assessment, military health, mental health and substance abuse treatment, and colorectal cancer. She co-leads a team that works with the Centers for Medicare & Medicaid Services to generate the Medicare Advantage Star Ratings (quality and performance ratings for health plans). Her research experience also includes the following topic areas: microsimulation models for colorectal cancer, sexual assault and suicide in the military, healthcare consolidation/health systems, substance abuse and mental health treatment access. DeYoreo received her B.S. in mathematical sciences from the University of California, Santa Barbara, and her Ph.D. in statistics from the University of California, Santa Cruz, where she developed flexible Bayesian nonparametric models for ordinal regression. She completed postdoctoral research at Duke University, where she developed imputation models for mixed multivariate outcomes, and modeling approaches for data fusion and measurement error.

Research Focus

Recent Projects

  • Analysis Related to Medicare Advantage and Part D Contract Star Ratings
  • Understanding the Relationship Between Health Care Delivery Systems and PCOR Processes and Outcomes
  • Comparative Modeling of Colorectal Cancer: Informing Health Policies and Prioritizing Future Research
  • Development of a Survey to Assess Care Experiences of the Seriously Ill

Honors & Awards

  • The Savage Award, International Society for Bayesian Analysis

Publications