Loading...
Doubly Robust Estimation of Optimal Dynamic Treatment Regimes
We compare methods for estimating optimal dynamic decision rules from observational data, with particular focus on estimating the regret functions defined by Murphy (in J. R. Stat. Soc., Ser. B, Stat. Methodol. 65:331–355, 2003). We formulate a doubly robust version of the regret-regression approach...
Saved in:
| Published in: | Stat Biosci |
|---|---|
| Main Authors: | , , |
| Format: | Artigo |
| Language: | Inglês |
| Published: |
Springer US
2013
|
| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4245503/ https://ncbi.nlm.nih.gov/pubmed/25484995 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s12561-013-9097-6 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|