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Daniela Golinelli

Santa Monica Office

Statistician

Education

Ph.D. in statistics, University of Washington, Seattle

Biography

Dr. Golinelli, after completing her dissertation in August 2000, took a visiting assistant professor position at the Department of Mathematics and Center for Computational and Experimental Genomics, University of Southern California. In August 2002, she joined RAND as an associate statistician. Dr Golinelli methodological research interests focus on the development of inferential methods for stochastic population models, in particular hidden Markov models or partially observed stochastic population processes, and Bayesian statistics. She has applied these methods in hematology to inform the development of new cancer treatments. Since joining RAND, she has been involved in several health policy research projects. In particular, she is collaborating with Drs Wenzel and Tucker on a project that determines the correlates of HIV risk behaviors and the impact of HIV risk behaviors on health outcomes among low-income housed and homeless women.She is also the project statistician for a study, led by Dr Bird, that examines the relationships between gender, gender of sexual partners, use of HAART and other utilization, and sexual risk behavior in a sample of HIV positive individuals.

Research Focus

Bayesian statistics; MCMC methods; inference in stochastic population processes; hierarchical models; Bayes networks; mental health policy; Propensity Scores; Hidden Markov Models

RAND Research Areas

Health and Health Care

Recent Projects

  • Computer security survey
  • Military spouse employment index
  • Drug abuse, violence, and HIV in impoverished women
  • Improving care for panic disorder in primary care

Selected Publications

Nicholas M. Pace, Laura Zakaras, and Daniela Golinelli, Capping Non-Economic Awards in Medical Malpractice Trials, RAND Corporation, 2004

Wenzel SL, Tucker JS, Elliott MN, Hambarsoomians K, Perlman J, Becker K, Kollross C, and Golinelli D., "Prevalence and co-occurrence of violence, substance use and disorder, and HIV risk behavior: A comparison of sheltered vs. low-income housed women in Los Angeles County", Preventive Medicine 39(3) 617-624, 2004

Abkowitz JL, Golinelli D, and Guttorp P, "Strategies for gene therapy targeting hematopoietic stem cells", Molecular Therapy 9 566-576, 2004

Margaret C. Harrell, Nelson Lim, Laura Werber Castaneda, and Daniela Golinelli, Working Around the Military, RAND Corporation, 2004

Tucker JS, Wenzel SL, Elliott MN, Hambarsoomians K, and Golinelli D, "atterns and correlates of HIV testing among sheltered and low-income housed women in Los Angeles County", Acquire Immune Defic Syndr. 34(4) 415-422, 2003

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