## Optimal Dynamic Treatment Regimes (2002)

by
S. A. Murphy

Venue: | JOURNAL OF THE ROYAL STATISTICAL SOCIETY, SERIES B (WITH |

Citations: | 36 - 10 self |

### BibTeX

@ARTICLE{Murphy02optimaldynamic,

author = {S. A. Murphy},

title = {Optimal Dynamic Treatment Regimes},

journal = {JOURNAL OF THE ROYAL STATISTICAL SOCIETY, SERIES B (WITH},

year = {2002},

volume = {65},

pages = {331--366}

}

### OpenURL

### Abstract

... 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 state assumptions, we use the potential outcomes model. The proposed method makes smooth, parametric assumptions only on quantities directly relevant to the goal of estimating the optimal rules. We illustrate the proposed methodology via a small simulation.