cleverCov: Clever Covariate calculation

Usage Arguments

Usage

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cleverCov(fit, t, Anode, intervention = NULL, B = 100, N = 100,
  MC = 100, update = FALSE)

Arguments

fit

fit object obtained by initEst.

t

Outcome time point of interest. It must be greater than the intervention node A.

Anode

Intervention node.

intervention

Specify

\item

BHow many samples to draw from P, as part of the h-density estimation.

\item

NHow many sample to draw from

\item

MCHow many Monte Carlo samples should be generated.

\item

updateTRUE, use updated fits to get Monte Carlo draws. An object of class tstmle01.

Hy

Clever covariate for Y component of the likelihood.

Ha

Clever covariate for A component of the likelihood.

Hw

Clever covariate for W component of the likelihood.

Dbar

Efficient Influence Curve.

h_star

Empirical estimate of h-density under the intervention g^*.

h

Empirical estimate of h-density under no intervention.

This function calculates the clever covariate for each time point.


podTockom/tstmle01 documentation built on May 14, 2019, 2:03 a.m.