dsSurvival2_analysis

Introduction

dsSurvival 2.0 survival curves sensitivity analysis code

loess_ablation_oneless.R does the ablation study

install.packages(survival)
install.packages(RANN)
install.packages(fANCOVA)

dsSurvival 2.0: privacy enhancing survival curves for survival models in the federated datashield analysis system

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
README.md		README.md
expand_no_missing_study1.csv		expand_no_missing_study1.csv
expand_no_missing_study1_subsample10.csv		expand_no_missing_study1_subsample10.csv
expand_no_missing_study1_subsample100.csv		expand_no_missing_study1_subsample100.csv
fancova_ablation_25_oneless.eps		fancova_ablation_25_oneless.eps
fancova_ablation_25_original.eps		fancova_ablation_25_original.eps
fancova_ablation_50_oneless.eps		fancova_ablation_50_oneless.eps
fancova_ablation_50_original.eps		fancova_ablation_50_original.eps
fancova_default.eps		fancova_default.eps
fig1.pdf		fig1.pdf
fig1.pptx		fig1.pptx
fig1_dssurvival2.eps		fig1_dssurvival2.eps
loess_ablation_oneless.R		loess_ablation_oneless.R
loess_ablation_oneless_take1.R		loess_ablation_oneless_take1.R
loess_fancova_all_patients.eps		loess_fancova_all_patients.eps
loess_fancova_one_patient_less.eps		loess_fancova_one_patient_less.eps
privacy_pres_survival_curve.eps		privacy_pres_survival_curve.eps
privacy_pres_survival_curve_determ.eps		privacy_pres_survival_curve_determ.eps
privacy_pres_survival_curve_original.eps		privacy_pres_survival_curve_original.eps
sensitivity.R		sensitivity.R
sensitivity_2.R		sensitivity_2.R
sensitivity_2_autospan.R		sensitivity_2_autospan.R
sensitivity_2_autospan_less.R		sensitivity_2_autospan_less.R
surv_test.R		surv_test.R
surv_test_2.R		surv_test_2.R
surv_test_2_autospan.R		surv_test_2_autospan.R
survival_curve_privacy_prototype.Rproj		survival_curve_privacy_prototype.Rproj