Michael Schomaker
Michael Schomaker
Home
Research
Software & Code
Teaching
Book
Contact
Light
Dark
Automatic
Guidelines and Best Practices for the Use of Targeted Maximum Likelihood and Machine Learning When Estimating Causal Effects of Exposures on Time-To-Event Outcomes
D. Talbot
,
A. Diop
,
M. Mesidor
,
Y. Chiu
,
C. Sirois
,
A. J. Spieker
,
A. Pariente
,
P. Noize
,
M. Simard
,
M. A. Luque Fernandez
,
M. Schomaker
,
K. Fujita
,
D. Gnjidic
,
M. E. Schnitzer
March 2025
PDF
Cite
Code
Type
Journal article
Publication
Statistics in Medicine
, 44(6):e70034
causal inference
longitudinal data
tmle
survival
code
Related
Causal Inference for Continuous Multiple Time Point Interventions
Estimating the Effect of Central Bank Independence on Inflation Using Longitudinal Targeted Maximum Likelihood Estimation
Determining Targets for Antiretroviral Drug Concentrations: a Causal Framework Illustrated with Pediatric Efavirenz Data from the CHAPAS-3 Trial
Post-traumatic stress disorder as a risk factor for major adverse cardiovascular events: a cohort study of a South African medical insurance scheme
Causal Fair Machine Learning via Rank-Preserving Interventional Distributions
Cite
×