Summarize a diagnosis — summary.diagnosis • DeclareDesign

The same report print.diagnosis() gives.

Usage

# S3 method for class 'diagnosis'
summary(object, digits = 2, ...)

Arguments

object: (required) A diagnosis.
digits: (optional) Number of decimal places. Defaults to 2.
...: (optional) Ignored.

Value

The data.frame of formatted strings that format.diagnosis() returns, invisibly.

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")
summary(diagnose_design(design, sims = 5, bootstrap_sims = 0))
#> Research design diagnosis
#>   5 simulations
#> 
#>  Design Inquiry Estimator Term N Sims Mean Estimand Mean Estimate  Bias
#>  design     ATE       ols    Z      5          0.00         -0.09 -0.09
#>  SD Estimate RMSE Power Coverage
#>         0.09 0.12  0.00     1.00