survival_prob_mboost: A wrapper for survival probabilities with mboost models

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

A wrapper for survival probabilities with mboost models

Description

A wrapper for survival probabilities with mboost models

Usage

survival_prob_mboost(object, new_data, eval_time, time = deprecated())

Arguments

object	A parsnip model_fit object resulting from boost_tree() with engine = "mboost".
new_data	Data for prediction.
eval_time	A vector of integers for prediction times.
time	Deprecated in favor of eval_time. A vector of integers for prediction times.

Value

A tibble with a list column of nested tibbles.

Examples

mod <- boost_tree() %>%
  set_engine("mboost") %>%
  set_mode("censored regression") %>%
  fit(Surv(time, status) ~ ., data = lung)
survival_prob_mboost(mod, new_data = lung[1:3, ], eval_time = 300)

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