ddml (version 0.3.0)

print.summary.ddml_ate: Print Methods for Treatment Effect Estimators.

Description

Print methods for treatment effect estimators.

Usage

# S3 method for summary.ddml_ate
print(x, digits = 3, ...)
# S3 method for summary.ddml_att
print(x, digits = 3, ...)
# S3 method for summary.ddml_late
print(x, digits = 3, ...)

Value

NULL.

Arguments

x

An object of class summary.ddml_ate, summary.ddml_att, and ddml_late, as returned by summary.ddml_ate(), summary.ddml_att(), and summary.ddml_late(), respectively.

digits

The number of significant digits used for printing.

...

Currently unused.

Examples

# Construct variables from the included Angrist & Evans (1998) data
y = AE98[, "worked"]
D = AE98[, "morekids"]
X = AE98[, c("age","agefst","black","hisp","othrace","educ")]

# Estimate the average treatment effect using a single base learner, ridge.
ate_fit <- ddml_ate(y, D, X,
                    learners = list(what = mdl_glmnet,
                                    args = list(alpha = 0)),
                    sample_folds = 2,
                    silent = TRUE)
summary(ate_fit)