Semiparametric Estimation of Average Treatment Effect with Sieve Method

Jichang Yu, Haibo Zhou, Jianwen Cai

Correctly identifying treatment effects in observational studies is very difficult due to the fact that the outcome model or the treatment assignment model must be correctly specif…