adapt {borrowr}

Data set used in the package vignette

Description

A simulated data set used in the package vignette. Data generating mechanism is adapted from Hill (2011). Includes 3 data sources to illustrate borrowing information in estimate the population average treatment effect.

Usage

adapt

Format

A data frame with 180 rows and 5 variables

y

the outcome

x

a variable associated with y and treatment

source

character variable with 3 levels: "Primary", "Supp1", "Supp2"

treatment

treatment variable. 1 = treated, 0 = untreated

compliant

compliance indicator. 1 = compliant to treatment, 0 = noncompliant to treatment

References

Hill, Jennifer L. (2011) Bayesian Nonparametric Modeling for Causal Inference. Journal of Computational and Graphical Statistics, 20:1, 217-240.

Examples

data(adapt)
head(adapt)