Description Usage Arguments Value
Fit a regularized outcome model and synthetic controls for a double robust estimator
1 | fit_dr_formatted(data_out, alpha_w = NULL, alpha_o = NULL, net_param = 1)
|
data_out |
formatted data from format_ipw |
alpha_w |
regularization parameter for p score, if NULL use CV |
alpha_o |
regularization parameter for outcome model, if NULL use CV |
net_param |
elastic net parameter, 1: lasso, 0: ridge, default: 1 |
synthetic control weights, outcome regression parameters control outcomes treated outcomes boolean for treated
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