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CausalEffectsUsingPropensityScoreMatching

Description: Comparison of treatment effect in Randomized Control Trial (RCT) and Propensity Score Matching methods, conducted on Large-Scale Dataset by 'Criteo'.

Keywords: observational data, causal inference, randomized control trial, propensity score, matching, average treatment on treated

Requirements

R & RStudio

Packages: corrplot; stats; data.table; rbounds; ggplot2; cobalt; MatchIt; dplyr. optmatch;

Necessary Downloads

'Criteo' large-scale dataset

Link is given inside the 'Dataset' folder