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quantoptr: Algorithms for Quantile- And Mean-Optimal Treatment Regimes
Estimation methods for optimal treatment regimes under three different criteria, namely marginal quantile, marginal mean, and mean absolute difference. For the first two criteria, both one-stage and two-stage estimation method are implemented. A doubly robust estimator for estimating the quantile-optimal treatment regime is also included.
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Package details |
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| Author | Yu Zhou [cre, aut], Lan Wang [ctb], Ben Sherwood [ctb], Rui Song [ctb] |
| Maintainer | Yu Zhou <zhou0269@umn.edu> |
| License | GPL (>= 2) |
| Version | 0.1.3 |
| Package repository | View on CRAN |
| Installation |
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