Description Usage Arguments Value
Fit synthetic controls on estimated outcomes under control
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outcomes |
Tidy dataframe with the outcomes and meta data |
metadata |
Dataframe of metadata |
trt_unit |
Unit that is treated (target for regression), default: 0 |
progfunc |
What function to use to impute control outcomes EN=Elastic Net, RF=Random Forest, GSYN=gSynth |
weightfunc |
What function to use to fit weights SC=Vanilla Synthetic Controls, ENT=Maximum Entropy |
opts.prog |
Optional options for fitting prognostic score |
opts.weights |
Optional options for fitting synth weights |
outcome_col |
Column name which identifies outcomes, if NULL then assume only one outcome |
cols |
Column names corresponding to the units, time variable, outcome, and treated indicator |
outcomes with additional synthetic control added and weights
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