View source: R/estimate_tmle.R
estimate_tmle | R Documentation |
Get TMLE estimate: E[Y | A = 1, W].
estimate_tmle(Y, A, W, family, delta = NULL, Q.lib, g.lib, verbose = F)
Y |
Outcome variable |
A |
Treatment indicator |
W |
Dataframe of adjustment covariates |
family |
Binomial or gaussian |
delta |
Indicator of missing outcome or treatment assignment. 1 - observed, 0 - missing. |
Q.lib |
SuperLearner library for estimating Q (potential outcome) |
g.lib |
SuperLearner library for estimating g (propensity score) |
verbose |
If true output extra information during execution. |
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