criterion_simu_wrapper: Compare different selection criteria using simulated data

In goepp/hazreg: Hazard Regularized estimation for time-to-event data

Description

Compare different selection criteria using simulated data

Usage

criterion_simu_wrapper(ind_wrapper, design, exhaust_ls, pen_vect,
  scaled_ground_haz)

Arguments

ind_wrapper	index of the simulation design. Between 1 and nrow(design).
design	simulation design matrix
exhaust_ls	list of exhaustive statistics computed from simulated data
pen_vect	the vector of penalties
scaled_ground_haz	the true hazard used to simulate data

Value

The estimated models from each criterion. The results are given in the form of data frames. nlevel gives the number of selected areas, mse gives the mean square error, sel gives the estimated regions, and \©odehaz gives the estimated hazard.

See Also

Other simu_wrapper: ac_simu_wrapper, cv_simu_wrapper, design_simu, ridge_simu_wrapper

goepp/hazreg documentation built on June 7, 2019, 4:03 a.m.