View source: R/potential_outcomes.R
potential_outcomes | R Documentation |
Function to draw multiple potential outcomes, one for each condition that an assignment variable can be set to.
potential_outcomes(x, conditions = list(Z = c(0, 1)), sep = "_")
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 "_". |
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))) )
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