Cross-Fitting Engine for Double/Debiased Machine Learning


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Documentation for package ‘crossfit’ version 0.1.1

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crossfit-package crossfit: Cross-Fitting Engine for Double / Debiased Machine Learning
create_method Create a cross-fitting method specification
create_nuisance Create a nuisance specification
crossfit Cross-fitting for a single method
crossfit_multi Cross-fitting for multiple methods
mean_estimate Aggregators for scalar estimates
mean_predictor Aggregators for cross-fitted predictors
median_estimate Aggregators for scalar estimates
median_predictor Aggregators for cross-fitted predictors