Facilities for computing targeted maximum likelihood estimates of population-level causal effects of continuous-valued interventions defined by stochastic assignment mechanisms. To handle applications with censored data (i.e., two-stage designs), an inverse probability of censoring weighted (IPCW) targeted maximum likelihood estimator for the stochastic treatment shift parameter is implemented as well.

txshift()

References

Documentation:

https://code.nimahejazi.org/txshift

GitHub repository:

https://github.com/nhejazi/txshift