Functions for computing TMLEs for cumulative incidence via the methods of cause-specific hazards and the method of iterated means.
survtmle()
Compute Targeted Minimum Loss-Based Estimators in Survival Analysis Settings
timepoints()
Evaluate Results over Time Points of Interest
mean_tmle()
TMLE for G-Computation of Cumulative Incidence
hazard_tmle()
TMLE for Cause-Specific Hazard Functions
estimateCensoring()
Estimate Censoring Mechanisms
estimateTreatment()
Estimate Treatment Mechanisms
estimateIteratedMean()
Estimation for the Method of Iterated Means
fluctuateIteratedMean()
Fluctuation for the Method of Iterated Means
estimateHazards()
Estimation for the Method of Cause-Specific Hazards
fluctuateHazards()
Fluctuation for the Method of Cause-Specific Hazards
getHazardInfluenceCurve()
Extract Influence Curve for Estimated Hazard Functions
Functions for internal convenience functions used by core functions.
grad()
Gradient for Logistic Regression
grad_offset()
Gradient for Logistic Regression with Offsets
LogLikelihood()
Log-Likelihood
LogLikelihood_offset()
Log-Likelihood Offset
makeDataList()
Convert Short Form Data to List of Wide Form Data
makeWideDataList()
Convert Long Form Data to List of Wide Form Data
updateVariables()
Update TMLEs for Hazard to Cumulative Incidence