potential_outcomes {fabricatr} | R Documentation |
Build potential outcomes variables
Description
Function to draw multiple potential outcomes, one for each condition that an assignment variable can be set to.
Usage
potential_outcomes(x, conditions = list(Z = c(0, 1)), sep = "_")
Arguments
x |
Formula describing the potential outcomes with the outcome name on the left hand side and the expression describing the potential outcomes on the right hand side, e.g. |
conditions |
A list of conditions for each assignment variable. Defaults to |
sep |
Separator inserted between the outcome name and the assignment variable name used to construct the potential outcome variable names, defaults to "_". |
Examples
fabricate(
N = 10,
U = rnorm(N),
potential_outcomes(Y ~ 0.1 * Z + U)
)
# equivalently,
fabricate(
N = 10,
U = rnorm(N),
potential_outcomes(Y ~ 0.1 * Z + U,
conditions = list(Z = c(0, 1)))
)
fabricate(
N = 10,
U = rnorm(N),
potential_outcomes(Y ~ 0.1 * Z + U,
conditions = list(Z = c(1, 2, 3)))
)
fabricate(
N = 10,
U = rnorm(N),
potential_outcomes(Y ~ 0.1 * Z1 + 0.3 * Z2 + 0.5 * Z1 * Z2 + U,
conditions = list(Z1 = c(0, 1),
Z2 = c(0, 1)))
)
[Package fabricatr version 1.0.2 Index]