Karen Bandeen-Roche, PhD, MS, creates statistical reasoning needed to learn how we can lengthen healthy life and increase independence for older adults.
Aging; Biostatistics; Frailty; Gerontology; Latent variable models; Longitudinal data analysis; Multivariate data analysis; Multivariate survival analysis; Psychometrics; Resilience; Statistical methods and analysis for psychology, gerontology and aging;
Experiences & Accomplishments
My primary research area is the development, implementation, and application of models for problems which include underlying or unobservable processes of interest. Specific examples of such models include mixture models, measurement error models, and random effects models; more generally, the area may be viewed as multivariate, latent variable regression modeling. My early interest in the area was spurred by applications in air pollution monitoring, where chemical compositions of air samples are mixtures of a fixed set of pollution sources, and the unobservables are the amounts of pollution contributed to the samples by each source. In recent years, I've primarily been interested the application of underlying variable methods in epidemiologic and psycho-social research. Here, key outcomes like functional status and psychological disorders are difficult to measure and may fruitfully be thought of as imperfectly reflected by observable measures such as self-report of task difficulty or endorsement of psychopathologic symptoms. My other areas of statistical research include the study of classification and variance structure and multivariate survival analysis. Gerontology is the scientific area in which I am most deeply invested; I have participated in population research on aging for more than a decade, been named a Brookdale National Fellow, and co-direct a training program in the Biostatistics and Epidemiology of Aging. Other scientific fields in which I have collaborated extensively include ophthalmology and neurology.
Honors & Awards
Click Here to View Speech From Hurley-Dorrier Installation Ceremony Board of Directors, National Institute of Statistical Sciences (2020-2023) Marvin Zelen Leadership Award in Statistical Science (2016) Executive Board, International Biometric Society (2015-22) Yale Visiting Professor on Aging (2014) President / Executive Board, Eastern North American Region, International Biometric Society (2011-13) Chair / Executive Board, Caucus on Academic Representatives, American Statistical Association (2010-13) Golden Apple Award for Excellence in Teaching (2010) Chair, NIH BMRD Study Section (2006-8) Chair, Biometrics Section, American Statistical Association (2006) Advising, Mentoring, and Teaching Recognition Award (2001, 2005, 2010) Fellow of the American Statistical Association (2001) Garland Clay Award for Significant Paper, American Academy of Optometry (1999) Delta Omega (1998) Brookdale National Fellow (1997)