Summarize bounds

Reports the identification region, its standard errors, and the joint Imbens-Manski interval with a line naming the estimand and the assumptions that produced them. Where [print()] shows the returned vector, `summary()` says what the numbers are of.

Usage

# S3 method for class 'attrition_bounds'
summary(object, ...)

Arguments

object

An object of class `"attrition_bounds"`, produced by [estimator_ev()], [estimator_ds()], or [estimator_ds_sens()].

...

Unused; included for S3 compatibility.

Value

The [tidy()] data frame, invisibly. The report is printed.

Examples

summary(estimator_ev(Y = Y_polarization_w2, Z = Z, R = R1,
                     minY = 0, maxY = 6, data = levendusky_replication))
#> Extreme value (Manski) bounds on Y_polarization_w2
#> Estimand: the average treatment effect among all subjects
#> 
#>   Identification region [-1.539, 1.710]
#>   Standard errors       0.079, 0.077
#>   95% Imbens-Manski CI  [-1.669, 1.836]
#> 
#> Assuming the outcome lies within the stated minimum and maximum.