Double Machine Learning with Instrumental Variables and Heterogeneity

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Documentation for package ‘IVDML’ version 1.0.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

bandwidth_normal	Compute Bandwidth Using the Normal Reference Rule
coef.IVDML	Extract Treatment Effect Estimate from an IVDML Object
fit_IVDML	Fitting Double Machine Learning Models with Instrumental Variables and Potentially Heterogeneous Treatment Effect
print.IVDML	Print IVDML
robust_confint	Compute Robust Confidence Interval for Treatment Effect in an IVDML Object
robust_p_value_aggregated	Compute Aggregated Robust p-Value for Treatment Effect in an IVDML Object
se	Compute Standard Error for the Treatment Effect Estimate in an IVDML Object
standard_confint	Compute Standard Confidence Interval for the Treatment Effect Estimate in an IVDML Object