Mark van der Laan, Ph.D.
Jiann-Ping Hsu/Karl E. Peace Professor in Biostatistics
PHONE: (510) 643-9866
FAX: (510) 643-5163
LOCATION: 108 Haviland Hall
E-MAIL: laan@stat.berkeley.edu
WEB SITE: http://oz.berkeley.edu/~laan
Research Interests
- Causal inference in longitudinal studies
- Optimal methods for high dimensional censored data
- Computational biology
- Data adaptive learning
Publications
Van der Laan MJ, Hubbard A and Robins JM., "Locally efficient estimation of a multivariate survival function in longitudinal studies", Journal of the American Statistical Association, Vol. 97, 494--508, 2002.
Murphy SA, van der Laan MJ and Robins JM., "Marginal mean models for dynamic treatment regimes", Journal of the American Statistical Association, 2001.
Van der Laan MJ and Hubbard A., "Locally efficient estimation of the survival distribution with right censored data and covariates when collection of data is delayed", Biometrika, 771-783, 1998.
Van der Laan MJ., "Efficient Estimation of the Bivariate Censoring Model and Repairing NPMLE", Annals of Statistics, 24:2, 596-627, 1996.
Van der Laan MJ and Robins JM., "Locally efficient estimation with current status data and time-dependent covariates", Journal of the American Statistical Association, Vol. 93 No. 442, 693-701.
Profile updated: December 12, 2007