Covariate balance is a conventional key diagnostic for methods estimating causal effects from observational studies. Recently. there is an emerging interest in directly incorporating covariate balance in the estimation. We study a recently proposed entropy maximization method called Entropy Balancing (EB). https://www.bekindtopets.com/