bounds_fit: Causal inference with multiple versions of control

Description Usage Arguments Value

View source: R/multipleversions_code_110316.R

Description

Finds upper and lower bounds for the unidentified parameters along with confidence intervals for the identified region

Usage

1
bounds_fit(Y0, Y1, D0, D1, alpha_level)

Arguments

Y0

observed outcomes in the Z = 0 arm

Y1

observed outcomes in the Z = 1 arm

D0

observed treatment types in the Z = 0 arm

D1

observed treatment types in the Z = 1 arm

alpha_level

the significance level at which confidence intervals should be constructed

Value

a 4 x 4 matrix containing the bounds estimates, standard errors and upper and lower confidence bounds


sscogges/controlhet documentation built on May 23, 2019, 11:30 p.m.