adjustedCurves
Confounder-Adjusted Survival Curves and Cumulative Incidence Functions
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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.11.4 |
2026-04-09 windows/windows R-4.5 | adjustedCurves_0.11.4.zip |
1.2 MiB |
Dependencies (latest)
Imports
Suggests
- MASS
- Matching (>= 4.9)
- WeightIt (>= 0.11.0)
- cmprsk (>= 2.2)
- eventglm (>= 1.1.1)
- geepack (>= 1.3)
- ggplot2 (>= 3.4.0)
- knitr
- mice (>= 3.0.0)
- nnet
- pammtools (>= 0.5)
- pec (>= 2020.11.17)
- prodlim (>= 2019.11.13)
- riskRegression (>= 2020.12.08)
- rmarkdown
- testthat (>= 3.2.1)
- tidyr
- ggpp (>= 0.4.3)
- vdiffr (>= 1.0.7)
- covr
- data.table
- numDeriv
- cowplot (>= 1.1.3)