Installation
About
In the situation when multiple alternative treatments or interventions available, different population groups may respond differently to different treatments. This package implements a method that discovers the population subgroups in which a certain treatment has a better effect than the other alternative treatments. This is done by first estimating the treatment effect for a given treatment and its uncertainty by computing random forests, and the resulting model is summarized by a decision tree in which the probabilities that the given treatment is best for a given subgroup is shown in the corresponding terminal node of the tree.
Citation | psica citation info |
Key Metrics
Downloads
Yesterday | 6 -25% |
Last 7 days | 52 +49% |
Last 30 days | 148 -4% |
Last 90 days | 440 -34% |
Last 365 days | 1.919 -16% |