search for: _sepsis_

...This package only deals with binary outcome in a two arms clinical trial. Virutal Twins is also adapted for A/B testing of course. Virtual Twins is based on random forest and regression/classification trees. ### Quick preview Here's a example of aVirtualTwins use with a well known dataset (_sepsis_) in subgroup decovery: _Sepsis_ contains simulated data on 470 subjects with a binary outcome survival, that stores survival status for patient after 28 days of treatment, value of 1 for subjects who died after 28 days and 0 otherwise. There are 11 covariates, listed below, all of which are numeri...

...This package only deals with binary outcome in a two arms clinical trial. Virutal Twins is also adapted for A/B testing of course. Virtual Twins is based on random forest and regression/classification trees. ### Quick preview Here's a example of aVirtualTwins use with a well known dataset (_sepsis_) in subgroup decovery: _Sepsis_ contains simulated data on 470 subjects with a binary outcome survival, that stores survival status for patient after 28 days of treatment, value of 1 for subjects who died after 28 days and 0 otherwise. There are 11 covariates, listed below, all of which are numeri...