Cauchy-Schwarz bounded trade-off weighting for causal inference with small sample sizes

Qin Ma, Shikui Tu, Lei Xu

Abstract: Highlights•Outstanding performance in estimating causal effects under small sample size.•Balancing each dimension of covariates instead of the “group” of covariates as a whole.•Trade-off parameter derived directly through the bias-variance decomposition.