BLP |
Performs BLP regression |
CLAN |
Performs CLAN |
GATES |
Performs GATES regression |
GenericML |
Generic Machine Learning Inference |
GenericML_combine |
Combine several GenericML objects |
GenericML_single |
Single iteration of the GenericML algorithm |
get_best |
Accessor function for the best learner estimates |
get_BLP |
Accessor function for the BLP generic target estimates |
get_CLAN |
Accessor function for the CLAN generic target estimates |
get_GATES |
Accessor function for the GATES generic target estimates |
heterogeneity_CLAN |
Evaluate treatment effect heterogeneity along CLAN variables |
lambda_parameters |
Estimate the two lambda parameters |
Med |
Calculate lower and upper median |
plot.GenericML |
Plot method for a '"GenericML"' object |
print.BLP_info |
Print method for a '"BLP_info"' object |
print.CLAN_info |
Print method for a '"CLAN_info"' object |
print.GATES_info |
Print method for a '"GATES_info"' object |
print.GenericML |
Print method for a 'GenericML' object |
print.heterogeneity_CLAN |
Print method for a '"heterogeneity_CLAN"' object |
propensity_score |
Propensity score estimation |
proxy_BCA |
Baseline Conditional Average |
proxy_CATE |
Conditional Average Treatment Effect |
quantile_group |
Partition a vector into quantile groups |
setup_diff |
Setup function for 'diff' arguments |
setup_plot |
Set up information for a 'GenericML()' plot |
setup_stratify |
Setup function for stratified sampling |
setup_vcov |
Setup function for 'vcov_control' arguments |
setup_X1 |
Setup function controlling the matrix X_1 in the BLP or GATES regression |
TrueIfUnix |
Check if user's OS is a Unix system |