survival_time_coxnet: A wrapper for survival times with coxnet models

In EmilHvitfeldt/survnip: 'parsnip' Engines for Survival Models

A wrapper for survival times with coxnet models

Description

A wrapper for survival times with coxnet models

Usage

survival_time_coxnet(object, new_data, penalty = NULL, multi = FALSE, ...)

Arguments

object	A parsnip model_fit object resulting from proportional_hazards() with engine = "glmnet".
new_data	Data for prediction.
penalty	Penalty value(s).
multi	Allow multiple penalty values?
...	Options to pass to survival::survfit().

Value

A vector.

Examples

cox_mod <- proportional_hazards(penalty = 0.1) %>%
  set_engine("glmnet") %>%
  fit(Surv(time, status) ~ ., data = lung)
survival_time_coxnet(cox_mod, new_data = lung[1:3, ], penalty = 0.1)

EmilHvitfeldt/survnip documentation built on April 23, 2024, 3:07 p.m.