Optimal Treatment Regimes in Survival Contexts with Kaplan-Meier-Like Estimators

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Documentation for package ‘otrKM’ version 0.1.0

Help Pages

AIPS The (S)AIPS estimator.
clipp clip function.
Fprep.AIPS Cox proportional hazards model for eta-free terms in the (S)AIPS estimator.
Fprep.IVEDR Cox proportional hazards model for eta-free terms in the (S)IVE-DR estimator.
Fps.AIPS Logistic regression for observed treatment used for the (S)AIPS estimator.
Fps.IPS Logistic regression for observed treatment used for the (S)IPS estimator.
Fps.IVE Logistic regression for observed treatment and instrument used for the (S)IVE estimator.
Fps.IVEDR Logistic regression for observed treatment and instrument used for the (S)IVE-DR estimator.
Genetic.optim.AIPS The optimal treatment regime based on the (S)AIPS estimator.
Genetic.optim.IPS The optimal treatment regime based on the (S)IPS estimator.
Genetic.optim.IVE The optimal treatment regime based on the (S)IVE estimator.
Genetic.optim.IVEDR The optimal treatment regime based on the (S)IVE-DR estimator.
IPS The (S)IPS estimator.
IVE The (S)IVE estimator.
IVEDR The (S)IVE-DR estimator.
simulation Simulation