run_cp_bootstrap_large_DB: Run multiple bootstrapped change_point simulations (in...

In aarmiller/delayDX: Tasks for findind and estimating diagnostic delays

Description

Run multiple bootstrapped change_point simulations (in parallel) for large databases

Usage

run_cp_bootstrap_large_DB(
  sim_data,
  sim_version = "visits",
  boot_trials = 100,
  n_sim_trials = 50,
  new_draw_weight = 0,
  num_cores = NULL,
  sim_duartion_for_regression = FALSE,
  no_bootstrapping = FALSE
)

Arguments

sim_data	A dataset containing the time_map, miss bins and other parameters used for the simulation. This dataset should be created using the 'prep_sim_data()' function
sim_version	The simulation version to run. Options include "visits" (default) or "patients"
boot_trials	The number of bootstrapped trials to run (default is 100)
n_sim_trials	The number of trials to run in simulation of miss visits (default is 50)
new_draw_weight	A weighing parameter used to assign preference to drawing previously "missed" patients at each time step. A value of 0 applies strict preference to drawing patients who have been assigned to miss in prior time steps, while a value 0.5 applies equal weight to patients who have and have not been previously selected
num_cores	The number of worker cores to use. If not specified will determined the number of cores based on the which ever is the smallest value between number of boot_trials or detected number of cores - 1
no_bootstrapping	Specifies whether you want to run the simulations without bootstrapping the original dataset

aarmiller/delayDX documentation built on July 11, 2021, 4:01 p.m.