Description Usage Arguments Examples
Draw data, estimates, and estimands from a design
1 2 3 4 5 | draw_data(design, data = NULL, start = 1, end = length(design))
draw_estimands(...)
draw_estimates(...)
|
design |
A design object, typically created using the + operator |
data |
A data.frame object with sufficient information to get the data, estimates, estimands, an assignment vector, or a sample. |
start |
(Defaults to 1) a scalar indicating which step in the design to begin with. By default all data steps are drawn, from step 1 to the last step of the design. |
end |
(Defaults to |
... |
A design or set of designs typically created using the + operator |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 | design <- declare_population(N = 100, u = rnorm(N)) +
declare_potential_outcomes(Y ~ Z + u) +
declare_estimand(ATE = mean(Y_Z_1 - Y_Z_0)) +
declare_sampling(n = 75) +
declare_assignment(m = 50) +
declare_reveal(Y, Z) +
declare_estimator(Y ~ Z, estimand = "ATE")
dat <- draw_data(design)
dat_no_sampling <- draw_data(design, end = 3)
draw_estimands(design)
draw_estimates(design)
|
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