FixScoreEquation: FixScoreEquation

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

FixScoreEquation

Description

In case the GLM did not converge and the TMLE does not solve the score equation, attempt to solve the score equation directly.

Usage

FixScoreEquation(
  Qstar.kplus1,
  h.g.ratio,
  uncensored,
  intervention.match,
  is.deterministic,
  deterministic.Q,
  off,
  X,
  regimes.with.positive.weight
)

Arguments

Qstar.kplus1	Estimate of the expectation with respect to the distribution of the node one ahead of the current node given the past (dimension: n x num.regimes).
h.g.ratio	I() * h * observation.weights * cum.q.ratio / g
uncensored	Uncensored samples
intervention.match	Samples that match the rule.
is.deterministic	TO DO
deterministic.Q	TO DO
off	offset used for TMLE.
X	TO DO
regimes.with.positive.weight	Regimes with positive weight.

Value

Returns solved score equation.

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