datagenPaper: Simulation settings from Gonzalez Ginestet et al. (2019+)....

In pablogonzalezginestet/EnsBagg: Stacked IPCW Bagging

Simulation settings from Gonzalez Ginestet et al. (2019+). "Stacked IPCW Bagging bagging: a case study in the HIV care registry"

Description

Function that generates data of the different simulation studies presented in the accompanying paper. This function requires the gam package to be installed.

Usage

datagenPaper(J, n, frac.train, tao = 26.5, simulation, scenario)

Arguments

J	number of simulated data sets
n	number of sample size
frac.train	percentange train data set. A number between 0 and 1.
tao	time point of interest
simulation	study indicator. It takes on 1 and 2.
scenario	scenario indicator. It takes on 1, 2, 3 and 4.

Value

A list with the following elements:

train.data

simulated train data set

test.data

simulated test data set

and the true AUC

Examples

DT=datagenPaper(J = 1 , n = 1250, frac.train = 0.8, simulation=1, scenario=4)

pablogonzalezginestet/EnsBagg documentation built on Aug. 25, 2023, 3:22 a.m.