Generic Machine Learning Inference

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Documentation for package ‘GenericML’ version 0.1.1

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BLP Performs BLP regression
CLAN Performs CLAN
GATES Performs GATES regression
GenericML Generic Machine Learning Inference
GenericML_single Single iteration of the GenericML algorithm
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
lambda_parameters Estimate the two lambda parameters
Med Calculate lower and upper median
plot.GenericML Plot method for a 'GenericML' object
print.GenericML Print method for a 'GenericML' 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_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