draw_observables: Simulates different data draws

In ivdoctr: Ensures Mutually Consistent Beliefs When Using IVs

Description

This function takes the data and simulates potential draws of data from the properties of the observed data.

Usage

draw_observables(y_name, T_name, z_name, data, controls = NULL, n_draws = 5000)

Arguments

y_name	Character vector of the name of the dependent variable
T_name	Character vector of the names of the preferred regressors
z_name	Character vector of the names of the instrumental variables
data	Data to be analyzed
controls	Character vector containing the names of the exogenous regressors
n_draws	Integer number of simulations to draw

Value

Data frame containing covariances, correlations, and R-squares for each data simulation

ivdoctr documentation built on Dec. 11, 2021, 9:32 a.m.