FixedTimeTMLEMediation: FixedTimeTMLEMediation

In podTockom/medltmle: Longitudinal Mediation Analysis with Time-varying Mediators

FixedTimeTMLEMediation

Description

Update initial estimates of each node in the iterative expectation representation.

Usage

FixedTimeTMLEMediation(
  inputs,
  nodes,
  msm.weights,
  combined.summary.measures,
  g.abar.list,
  g.abar.prime.list,
  cum.qz.abar,
  cum.qz.abar.prime,
  cum.qL.abar = NULL,
  cum.qL.abar.prime = NULL
)

Arguments

inputs	Output of CreateMedInputs
nodes	All nodes in the data.
msm.weights	Marginal structural model weights.
combined.summary.measures	TO DO
g.abar.list	g estimate from EstimateG with regime abar.
g.abar.prime.list	g estimate from EstimateG with regime abar.prime.
cum.qz.abar	Cumulative estimate for Z nodes under abar regime.
cum.qz.abar.prime	Cumulative estimate for Z nodes under abar.prime regime.
cum.qL.abar	Cumulative estimate for L nodes under abar regime.
cum.qL.abar.prime	Cumulative estimate for L nodes under abar.prime regime.

Value

Returns updated Q for each node that needed to be fluctuated with associated epsilon and corresponding influence curve.

podTockom/medltmle documentation built on Aug. 9, 2022, 9:32 a.m.