All functions

dml() dml_gate()

Debiased Machine Learning

dml_benchmark()

Benchmarks for the strength of latent variables using observed covariates

dml_bounds() confidence_bounds()

Bounds on the omitted variable bias for causal machine learning

ovb_contour_plot()

Contour plots of omitted variable bias for Debiased Machine Learning

plot(<dml>) plot(<dml.bounds>)

Coefficient plots for DML and bounds

robustness_value()

Computes Robustness Values for Debiased Machine Learning

summary(<dml>) coef(<dml>) se() confint(<dml>) print(<summary_dml>) print(<dml>)

coef, se, confint, print and summary methods for DML