PSC In The News
Geronimus discusses causes, potential solutions to racial disparities in infant mortality
Kalousova and Burgard find credit card debt increases likelihood of foregoing medical care
Highlights
Trainees Nelson Saldaña, Sarah Seelye and Ellen Compernolle awarded PSC grants
Arline Geronimus wins Excellence in Research Award from School of Public Health
Yu Xie to give DBASSE's David Lecture April 30, 2013 on "Is American Science in Decline?"
U-M grad programs do well in latest USN&WR "Best" rankings
Back in September
Follow us Optimal Dynamic Treatment Regimes
Murphy, Susan A. 2003. "Optimal Dynamic Treatment Regimes." Journal of the Royal Statistical Society Series B-Statistical Methodology, 65(2): 331-366.
A dynamic treatment regime is a list of decision rules, one per time interval, for how the level of treatment will be tailored through time to an individual's changing status. The goal of this paper is to use experimental or observational data to estimate decision regimes that result in a maximal mean response. To explicate our objective and to state the assumptions, we use the potential outcomes model. The method proposed makes smooth parametric assumptions only on quantities that are directly relevant to the goal of estimating the optimal rules. We illustrate the methodology proposed via a small simulation.
Browse | Search : All Pubs | Next