Primary Data Structures --- Simulation Object

The simulation object is the output from dk_sim() and contains the results of the simulation.

A Pedigree is a data.frame with the following columns: The possible columns are as follows:

  • result -- list with variable selections and mean squared error values from each simulated data set

Simulation function

  • dk_sim --- Used to simulate GLM analyses with various stepwise, lasso, ridge, and elastic net variable selection techniques.