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Application of targeted maximum likelihood estimation in public health
  and epidemiological studies: a systematic review

Application of targeted maximum likelihood estimation in public health and epidemiological studies: a systematic review

Annals of Epidemiology (Ann Epidemiol), 2023
13 March 2023
Matthew J. Smith
Rachael V. Phillips
M. Luque-Fernández
C. Maringe
    OOD
ArXiv (abs)PDFHTML

Papers citing "Application of targeted maximum likelihood estimation in public health and epidemiological studies: a systematic review"

4 / 4 papers shown
Causal Effect Estimation with TMLE: Handling Missing Data and Near-Violations of Positivity
Causal Effect Estimation with TMLE: Handling Missing Data and Near-Violations of Positivity
Christoph Wiederkehr
Christian Heumann
Michael Schomaker
65
0
0
25 Oct 2025
Targeted Learning for Variable Importance
Targeted Learning for Variable ImportanceConference on Uncertainty in Artificial Intelligence (UAI), 2024
Xiaohan Wang
Yunzhe Zhou
Giles Hooker
217
0
0
04 Nov 2024
Causal Estimation of Exposure Shifts with Neural Networks: Evaluating
  the Health Benefits of Stricter Air Quality Standards in the US
Causal Estimation of Exposure Shifts with Neural Networks: Evaluating the Health Benefits of Stricter Air Quality Standards in the US
Mauricio Tec
Oladimeji Mudele
K. Josey
Francesca Dominici
CMLOOD
357
0
0
06 Feb 2023
Nonparametric inverse probability weighted estimators based on the
  highly adaptive lasso
Nonparametric inverse probability weighted estimators based on the highly adaptive lasso
Ashkan Ertefaie
N. Hejazi
M. J. van der Laan
299
29
0
22 May 2020
1