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adjustedCurves
View on CRAN: Click
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Download and install adjustedCurves package within the R console
Install from CRAN:
install.packages("adjustedCurves")
Install from Github:
library("remotes")
install_github("cran/adjustedCurves")
Install by package version:
library("remotes")
install_version("adjustedCurves", "0.11.1")
Attach the package and use:
library("adjustedCurves")
Maintained by
Robin Denz
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-09-22
Latest Update: 2024-02-13
Description:
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) .
How to cite:
Robin Denz (2022). adjustedCurves: Confounder-Adjusted Survival Curves and Cumulative Incidence Functions. R package version 0.11.1, https://cran.r-project.org/web/packages/adjustedCurves
Previous versions and publish date:
Other packages that cited adjustedCurves R package
View adjustedCurves citation profile
Other R packages that adjustedCurves depends,
imports, suggests or enhances
Functions, R codes and Examples using
the adjustedCurves R package
Some associated functions: CSC_MI . FGR_MI . adjustedCurves . adjusted_curve_diff . adjusted_curve_test . adjusted_rmst . adjusted_rmtl . adjusted_surv_quantile . adjustedcif . adjustedsurv . as_ggsurvplot_df . cif_aalen_johansen . cif_aiptw . cif_aiptw_pseudo . cif_direct . cif_direct_pseudo . cif_iptw . cif_iptw_pseudo . cif_matching . cif_tmle . models_cif_direct . models_surv_direct . plot.adjustedcif . plot.adjustedsurv . plot.curve_test . plot_curve_diff . plot_rmst_curve . plot_rmtl_curve . print.curve_test . sim_confounded_crisk . sim_confounded_surv . surv_aiptw . surv_aiptw_pseudo . surv_direct . surv_direct_pseudo . surv_emp_lik . surv_iptw_cox . surv_iptw_km . surv_iptw_pseudo . surv_km . surv_matching . surv_ostmle . surv_strat_amato . surv_strat_cupples . surv_strat_nieto . surv_tmle .
Some associated R codes: Full adjustedCurves package functions and examples
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