Učitavanje...
Greedy Outcome Weighted Tree Learning of Optimal Personalized Treatment Rules
We propose a subgroup identification approach for inferring optimal and interpretable personalized treatment rules with high-dimensional covariates. Our approach is based on a two-step greedy tree algorithm to pursue signals in a high-dimensional space. In the first step, we transform the treatment...
Spremljeno u:
| Izdano u: | Biometrics |
|---|---|
| Glavni autori: | , , , , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2016
|
| Teme: | |
| Online pristup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5378692/ https://ncbi.nlm.nih.gov/pubmed/27704531 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12593 |
| Oznake: |
Dodaj oznaku
Bez oznaka, Budi prvi tko označuje ovaj zapis!
|