Naghi, Andrea A.; Wirths, Christian P. - 2021
methods harness the strength of machine learning methods to flexibly model the relationship between the treatment, outcome and … inference such as varying degrees of: nonlinearity in the outcome and treatment equations, overlap, percentage of treated …, alignment and heterogeneity in the treatment effect. We evaluate the methods that have received the most attention so far from …