Get the simulations table from a diagnosis
Value
The diagnosis's simulations_df: a tibble with one row per
estimate per simulation, as simulate_design() returns it.
See also
Other simulation and diagnosis:
compare_diagnoses(),
diagnose_design(),
diagnose_simulations(),
get_diagnosands(),
simulate_design()
Examples
design <- declare_model(N = 30, Y = rnorm(N), Z = rep(0:1, 15)) +
declare_inquiry(ATE = 0) +
declare_estimator(Y ~ Z, .method = lm, term = "Z", inquiry = "ATE",
label = "ols")
d <- diagnose_design(design, sims = 5, bootstrap_sims = 0)
get_simulations(d)
#> # A tibble: 5 × 12
#> design sim_ID term estimate std.error statistic p.value conf.low conf.high
#> <chr> <int> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1 design 1 Z -0.308 0.413 -0.747 0.461 -1.15 0.537
#> 2 design 2 Z -0.653 0.361 -1.81 0.0810 -1.39 0.0858
#> 3 design 3 Z -0.256 0.406 -0.630 0.534 -1.09 0.576
#> 4 design 4 Z 0.143 0.331 0.432 0.669 -0.535 0.822
#> 5 design 5 Z -0.0142 0.334 -0.0424 0.966 -0.698 0.670
#> # ℹ 3 more variables: estimator <chr>, inquiry <chr>, estimand <dbl>