Evaluation of needle
exchange using principal stratification:
Frangakis, CE, Brookmeyer, RS,
Varadhan, R, Mahboobeh, S, Vlahov, D, and Strathdee, SA. (2004). Methodology for
evaluating a partially controlled longitudinal treatment using principal
stratification, with application to a Needle Exchange Program. Forthcoming
in the Journal of the
American Statistical Association . [ Full text - PDF]
Direct
and indirect effects.
Rubin
(2004).
Direct and Indirect Causal Effects Via Potential Outcomes. To appear in the Scandinavian
Journal of Statistics, with discussion and reply.
Censoring
by death.
Zhang, J. L. Rubin, D. B. (2003). Estimation of Causal Effects via Principal Stratification When Some
Outcomes Are Truncated By ‘Death’. Journal of Educational and Behavioral
Statistics, 28, 353-368.
Length
Bias and Efficiency of case-crossover designs.
Varadhan,
R, and Frangakis, C. E. (2004). Revealing and
addressing length-bias and heterogeneous effects in frequency case-crossover
studies. To appear in the American Journal of
Epidemiology.
Available at :
http://www.biostat.jhsph.edu/~cfrangak/papers/case_crossover/crossover01_16.pdf
Propensity scores.
Rubin, D.B. (2003). Taking
causality seriously: propensity score methodology applied to estimate the
effects of marking interventions.
Machine Learning: ECMC 2003.
14th European Conference on Machine
Learning. (N. Lavrae, D. Gamberger, H. Blockeel, and L. Todorovski (eds.)).