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twoStageDesignTMLE: Targeted Maximum Likelihood Estimation for Two-Stage Study Design
An inverse probability of censoring weighted (IPCW) targeted maximum likelihood estimator (TMLE) for evaluating a marginal point treatment effect from data where some variables were collected on only a subset of participants using a two-stage design (or marginal mean outcome for a single arm study). A TMLE for conditional parameters defined by a marginal structural model (MSM) is also available.
Getting started
Browse package contents
Package details |
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| Author | Susan Gruber [aut, cre], Mark van der Laan [aut] |
| Maintainer | Susan Gruber <sgruber@TLrevolution.com> |
| License | GPL-3 |
| Version | 1.0 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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