fluctuateG
Function called internally by drtmle to perform the fluctuation of the initial estimator of g (i.e., solves the new estimating eqn that results from misspecification of Q)
fluctuateG(Y, A, W, DeltaY, DeltaA, a_0, gn, Qrn, tolg, coefTol = 1000)
Y
: The outcomeA
: The treatmentW
: The covariatesDeltaY
: Indicator of missing outcome (assumed to be equal to 0 if missing 1 if observed)DeltaA
: Indicator of missing treatment (assumed to be equal to 0 if missing 1 if observed)a_0
: A list of fixed treatment valuesgn
: A list of propensity regression estimates evaluated on observed dataQrn
: A list of reduced-dimension regression estimates evaluated on observed datatolg
: The lower bound on propensity score estimatescoefTol
: A tolerance level on the magnitude of the coefficient that flags the result as potentially the result of numeric instability.