fluctuateG {drtmle} | R Documentation |

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 outcome |

`A` |
The treatment |

`W` |
The covariates |

`DeltaY` |
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 values |

`gn` |
A list of propensity regression estimates evaluated on observed data |

`Qrn` |
A list of reduced-dimension regression estimates evaluated on observed data |

`tolg` |
The lower bound on propensity score estimates |

`coefTol` |
A tolerance level on the magnitude of the coefficient that flags the result as potentially the result of numeric instability. |

[Package *drtmle* version 1.1.0 Index]