Man pages for swager/balanceHD
Approximately balanced estimation of average treatment effects in high dimensions.

approx.balanceCompute approximately balancing weights
elnet.ateElastic net correction for confounding variables
ipw.ateEstimate ATE via inverse propensity weighting
naive.ateNo correction for confounding variables (difference in means)
residualBalance.ateEstimate ATE via approximate residual balancing
residualBalance.meanEstimate mean outcome at balance.target via residual...
twostep.lasso.ateRefit lasso correction for confounding variables
swager/balanceHD documentation built on Nov. 19, 2017, 9:14 a.m.