Extreme Value (Manski) Bounds

estimator_ev(Y, Z, R, minY, maxY, strata = NULL, alpha = 0.05, data)

Arguments

Y

The (unquoted) outcome variable. Must be numeric.

Z

The (unquoted) assignment indicator variable. Must be numeric and take values 0 or 1.

R

The (unquoted) respose indicator variable. Must be numeric and take values 0 or 1.

minY

The minimum possible value of the outcome (Y) variable.

maxY

The maximum possible value of the outcome (Y) variable.

strata

A single (unquoted) variable that indicates which strata units are in.

alpha

The desired significance level. 0.05 by default.

data

A dataframe

Value

A results matrix