pool

This function identifies the pooling over treatment history ICE estimator. The classical pooling over
treatment history ICE estimator is specified by <code>pool(hazard = FALSE)</code>. The hazard based pooling over treatment
history ICE estimator is specified by <code>pool(hazard = TRUE)</code>.

Implements iterative conditional expectation (ICE) estimators of the plug-in g-formula (Wen, Young, Robins, and Hernán (2020) <doi: 10.1111/biom.13321>).
Both singly robust and doubly robust ICE estimators based on parametric models are available.
The package can be used to estimate survival curves under sustained treatment strategies (interventions) using longitudinal data with time-varying treatments, time-varying confounders, censoring, and competing events.
The interventions can be static or dynamic, and deterministic or stochastic (including threshold interventions). Both prespecified and user-defined interventions are available.

Jing Li

gfoRmulaICE

Parametric Iterative Conditional Expectation G-Formula

Zhaoxi Cheng

Sophia Rein

Ryan O'Dea

Sean McGrath

Lan Wen

Miguel A. Hernán

2024 The President and Fellows of Harvard College 

pool function

<dl><dt>hazard</dt>
<dd>a logical value indicating whether to use hazard-based ICE estimator.</dd></dl>

Arguments

Indicator for the pooling over treatment history ICE estimator — pool

<dl>

<dt>hazard</dt>
<dd>a logical value indicating whether to use hazard-based ICE estimator.</dd>

</dl>

pool: Indicator for the pooling over treatment history ICE estimator

Description

Usage

Value

Arguments