ltmle: An R Package Implementing Targeted Minimum Loss-Based Estimation for Longitudinal Data

ltmle: An R Package Implementing Targeted Minimum Loss-Based Estimation for Longitudinal Data

In recent years, targeted minimum loss-based estimation methodology has been used to develop estimators of parameters in longitudinal data structures (Gruber and van der Laan 2012; Petersen, Schwab, Gruber, Blaser, Schomaker, and van der Laan 2014; Schnitzer, Moodie, van der Laan, Platt, and Klein 2...

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Bibliographic Details
Main Authors: Samuel D. Lendle, Joshua Schwab, Maya L. Petersen, Mark J. van der Laan
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2017-10-01
Series:Journal of Statistical Software
Subjects:
targeted minimum loss-based estimation
longitudinal data
causal inference
estimation
R
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2556

Internet

https://www.jstatsoft.org/index.php/jss/article/view/2556

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