Confounder-Adjusted Survival Curves and Cumulative Incidence Functions
Estimate the difference between or the ratio of two Confounder-Adjuste...
Test if there is a difference between two Confounder-Adjusted Survival...
Estimate Confounder-Adjusted Restricted Mean Survival Times
Estimate Confounder-Adjusted Restricted Mean Time Lost
Estimate Confounder-Adjusted Survival Time Quantiles
Estimate Cause-Specific Confounder-Adjusted Cumulative Incidence Funct...
Confounder-Adjusted Survival Curves and Cumulative Incidence Functions
Estimate Confounder-Adjusted Survival Curves
Extract a data.frame containing the estimated survival curves from a...
Group-Specific Aalen-Johansen CIFs
Augmented Inverse Probability of Treatment Weighted CIFs using Pseudo-...
Augmented Inverse Probability of Treatment Weighted CIFs
Direct Adjusted CIFs using Pseudo-Values
Direct Adjusted Cumulative Incidence Functions
Inverse Probability of Treatment Weighted CIFs using Pseudo-Values
Inverse Probability of Treatment Weighted CIFs
Using Propensity-Score Matching to Calculate Adjusted CIFs
Cause-Specific Cox Regression with Multiple Imputation
Fine & Gray Model with Multiple Imputation
List of supported models in cif_direct
List of supported models in surv_direct
Plot the Difference Between or the Ratio of Two Adjusted Survival Curv...
Plot Adjusted Restricted Mean Survival Time Curves
Plot Adjusted Restricted Mean Time Lost Curves
Plot Confounder-Adjusted Cumulative Incidence Functions
Plot Confounder-Adjusted Survival Curves
Plot Method for curve_test Objects
Print Method for curve_test Objects
Simulate Competing Risks Data with Confounders
Simulate Survival Data with Confounders
Augmented Inverse Probability of Treatment Weighted Survival Curves us...
Augmented Inverse Probability of Treatment Weighted Survival Curves
Direct Adjusted Survival Curves using Pseudo-Values
Direct Adjusted Survival Curves
Empirical Likelihood Estimation Survival Curves
Inverse Probability of Treatment Weighted Survival using Cox-Regressio...
Inverse Probability of Treatment Weighted Kaplan-Meier estimates
Inverse Probability of Treatment Weighted Survival Estimates using Pse...
Instrumental Variable based Survival Curve Estimation using the Two St...
Group-Specific Kaplan-Meier Survival Curves
Using Propensity-Score Matching to Calculate Adjusted Survival Curves
Proximal Augmented Inverse Probability of Treatment Weighted Survival ...
Proximal Inverse Probability of Treatment Weighted Survival Curve Esti...
Adjusted Survival Curves for Categorical Confounders using the Method ...
Adjusted Survival Curves for Categorical Confounders using the Method ...
Adjusted Survival Curves for Categorical Confounders using the Method ...
Estimate and plot confounder-adjusted survival curves using either 'Direct Adjustment', 'Direct Adjustment with Pseudo-Values', various forms of 'Inverse Probability of Treatment Weighting', two forms of 'Augmented Inverse Probability of Treatment Weighting', 'Empirical Likelihood Estimation' or 'Targeted Maximum Likelihood Estimation'. Also includes a significance test for the difference between two adjusted survival curves and the calculation of adjusted restricted mean survival times. Additionally enables the user to estimate and plot cause-specific confounder-adjusted cumulative incidence functions in the competing risks setting using the same methods (with some exceptions). For details, see Denz et. al (2023) <doi:10.1002/sim.9681>.
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