Compute Targeted Minimum Loss-Based Estimates in Right-Censored Survival Settings


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Documentation for package ‘survtmle’ version 1.1.1

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checkInputs Check Function Inputs
cleanglm Clean up outputs from GLM
confint.survtmle confint.survtmle
confint.tp.survtmle confint.tp.survtmle
estimateCensoring Estimate Censoring Mechanisms
estimateHazards Estimation for the Method of Cause-Specific Hazards
estimateIteratedMean Estimation for the Method of Iterated Means
estimateTreatment Estimate Treatment Mechanisms
fast_glm Wrapper for faster Generalized Linear Models
fluctuateHazards Fluctuation for the Method of Cause-Specific Hazards
fluctuateIteratedMean Fluctuation for the Method of Iterated Means
format.perc format.perc
getHazardInfluenceCurve Extract Influence Curve for Estimated Hazard Functions
grad Gradient for Logistic Regression
grad_offset Gradient for Logistic Regression with Offsets
hazard_tmle TMLE for Cause-Specific Hazard Functions
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
mean_tmle TMLE for G-Computation of Cumulative Incidence
plot.tp.survtmle Plot Results of Cumulative Incidence Estimates
print.survtmle print.survtmle
print.tp.survtmle print.tp.survtmle
rtss Mock RTSS/AS01 data set
rv144 Mock RV144 data set
survtmle Compute Targeted Minimum Loss-Based Estimators in Survival Analysis Settings
timepoints Evaluate Results over Time Points of Interest
updateVariables Update TMLEs for Hazard to Cumulative Incidence