Fps.IWKMEIV {otrKM} | R Documentation |
Logistic regression for observed treatment and instrument used for the (S)IWKMEIV estimator.
Description
Logistic regression for observed treatment and instrument used for the (S)IWKMEIV estimator.
Usage
Fps.IWKMEIV(datalist, t0)
Arguments
datalist |
A list used to calculate the (S)IWKMEIV estimator including treatment named |
t0 |
A predetermined t. |
Details
More details can be found in references, IWKMEIV
, and Genetic.optim.IWKMEIV
.
Value
A list including the probability of receiving instrument given baseline covariates named fzl
, the difference between fal1 and fal0 named deltal
, where fal0 denotes the probability of receiving treatment given baseline covariates and instrument equaling 0, and fal1 denotes the probability of receiving treatment given baseline covariates and instrument equaling 1, and the censoring survival function given baseline covariates and treatment 1 or 0 named surv.C.1
or surv.C.0
.
References
Xia, J., Zhan, Z., Zhang, J. (2022) Estimating optimal treatment regime in survival contexts using an instrumental variable. Under Review.