dataGen: Generate Simulation Data

In mtvseven/DoubleDragon: What the Package Does (One Line, Title Case)

Description

This function allows the user to generate a simulation data frame for evaluating the double machine learning estimator for theta. It requres the user to specify how many observations and control variables to include aside from the treatment variable. There is also an option to set the seed for reproducible results.

Usage

dataGen(N = 10000, n_controls = 10, theta = 0.5, seed_set = NULL)

Arguments

N	number of desired observations/rows.
n_controls	number of control variables/columns.
theta	user-defined treatment effect.
seed_set	an integer used for set.seed.

Value

A data frame

Examples

dataGen()

mtvseven/DoubleDragon documentation built on July 22, 2020, 10:57 a.m.