Man pages for ebenmichael/augsynth
The Augmented Synthetic Control Method

augsynthFit Augmented SCM
augsynth-packageaugsynth: A package implementing the Augmented Synthetic...
fit_augsynFit outcome model and balance pre-period
fit_augsyn_formattedFit E[Y(0)|X] and for each post-period and balance pre-period
fit_prog_causalimpactFit a bayesian structural time series to fit E[Y(0)|X]
fit_prog_citsFit a Comparitive interupted time series to fit E[Y(0)|X]
fit_prog_gsynthUse gsynth to fit factor model for E[Y(0)|X]
fit_prog_mcpanelUse Athey (2017) matrix completion panel data code
fit_prog_regUse a separate regularized regression for each post period to...
fit_prog_rfUse a separate random forest regression for each post period...
fit_prog_seq2seqFit a seq2seq model with a feedforward net to fit E[Y(0)|X]
fit_progsynFit E[Y(0)|X] and for each post-period and balance these
fit_progsyn_formattedFit E[Y(0)|X] and for each post-period and balance these
fit_residaugFit outcome model and balance residuals
fit_residaug_formattedFit outcome model and balance residuals
fit_ridgeaug_formattedRidge augmented weights (possibly with covariates)
fit_synth_formattedFit synthetic controls on outcomes after formatting data
fit_zero_weightsUse zero weights, do nothing but output everything in the...
format_dataFormat "long" panel data into "wide" program evaluation...
format_synthFormat program eval matrices into synth form
loo_se_ridgeaugUse leave out one estimates (placebo gaps) to estimate...
plot.augsynthPlot function for augsynth
plot.summary.augsynthPlot function for summary function for augsynth
predict.augsynthGet prediction of average outcome under control
print.augsynthPrint function for augsynth
print.summary.augsynthPrint function for summary function for augsynth
summary.augsynthSummary function for augsynth
ebenmichael/augsynth documentation built on May 26, 2019, 2:31 p.m.