Reference

All functions

generate_tutorial_survival_data()

Metalearners-Benchmark dgps

predict(<surv_fl_grf>)

Predict with an M-learner with random (survvial) forest

predict(<surv_fl_lasso>)

Predict with an M-learner with Lasso

predict(<surv_rl_grf>)

Predict with a R-learner with causal forest

predict(<surv_rl_grf_lasso>)

Predict with a R-learner with random survival forest and Lasso

predict(<surv_rl_lasso>)

Predict with a R-learner with Lasso

predict(<surv_sl_coxph>)

Predict for a S-learner with Cox regression

predict(<surv_sl_grf>)

Predict with a S-learner with random survvial forest

predict(<surv_sl_lasso>)

Predict with a S-learner with Lasso

predict(<surv_tl_coxph>)

Predict for a T-learner with Cox regression

predict(<surv_tl_grf>)

Predict with a T-learner with random survvial forest

predict(<surv_tl_lasso>)

Predict with a T-learner with Lasso

predict(<surv_xl_grf>)

Predict with a X-learner with random (survvial) forest

predict(<surv_xl_grf_lasso>)

Predict with a X-learner with random survival forest and Lasso

predict(<surv_xl_lasso>)

Predict with a X-learner with Lasso

surv_fl_grf()

M-learner with random (survival) forest

surv_fl_lasso()

M-learner with Lasso

surv_rl_grf()

R-learner with causal forest

surv_rl_grf_lasso()

R-learner with random survival forest and Lasso

surv_rl_lasso()

R-learner with Lasso

surv_sl_coxph()

S-learner with Cox regression

surv_sl_grf()

S-learner with random survival forest

surv_sl_lasso()

S-learner with Lasso

surv_tl_coxph()

T-learner with Cox regression

surv_tl_grf()

T-learner with random survival forest

surv_tl_lasso()

T-learner with Lasso

surv_xl_grf()

X-learner with random (survival) forest

surv_xl_grf_lasso()

X-learner with random survival forest and Lasso

surv_xl_lasso()

X-learner with Lasso