A Fast Large-Scale Almost Matching Exactly Approach to Causal Inference

[Up] [Top]

Documentation for package ‘FLAME’ version 1.0.0

Help Pages

ATE Compute Average Treatment Effect
AVG_EFFECT Compute Estimated Treatment Effects
CATE Get the Size and CATE of Matched Group(s)
CATE_plot Summarize CATEs of All Matched Groups by Boxplot
Data_Generation Generate Synthetic Data
FLAME_bit Bit Vectors Implementation
FLAME_PostgreSQL PostgreSQL Database Implementation
FLAME_SQLite SQLite Database Implementation
MATCH Get Matched Units Given Certain Covariate Combination
summary Summary
summary_plot visualize matching process
toy_data Toy Data