The bias in linear combinations, , of treatment and control -covariates obtained with EPBR matching can be reduced when all -coordinates have same sign, using Variable Percent Bias Reducing (VPBR) matching for selected -covariates’ subgroups. For specified subsets of -values, VPBR matching reduces the absolute bias.