Miguel-Ángel Luque-Fernández
@mluquefe.bsky.social
Associate Professor of Biostatistics at the University of Granada, Spain. Department of Statistics and Operations Research
Reposted by Miguel-Ángel Luque-Fernández
🚨 New paper in Statistics in Medicine!
We compare TMLE vs CV-TMLE in tricky simulations:
✅ Misspecification
✅ Limited overlap
✅ High dimensions
✅ Super Learner + cross-validation
Who performs best?
Read it: onlinelibrary.wiley.com/doi/10.1002/...
#CausalInference #TMLE #CVTMLE
We compare TMLE vs CV-TMLE in tricky simulations:
✅ Misspecification
✅ Limited overlap
✅ High dimensions
✅ Super Learner + cross-validation
Who performs best?
Read it: onlinelibrary.wiley.com/doi/10.1002/...
#CausalInference #TMLE #CVTMLE
Performance of Cross‐Validated Targeted Maximum Likelihood Estimation
Background
Advanced methods for causal inference, such as targeted maximum likelihood estimation (TMLE), require specific convergence rates and the Donsker class condition for valid statistical esti.....
onlinelibrary.wiley.com
July 18, 2025 at 9:31 PM
🚨 New paper in Statistics in Medicine!
We compare TMLE vs CV-TMLE in tricky simulations:
✅ Misspecification
✅ Limited overlap
✅ High dimensions
✅ Super Learner + cross-validation
Who performs best?
Read it: onlinelibrary.wiley.com/doi/10.1002/...
#CausalInference #TMLE #CVTMLE
We compare TMLE vs CV-TMLE in tricky simulations:
✅ Misspecification
✅ Limited overlap
✅ High dimensions
✅ Super Learner + cross-validation
Who performs best?
Read it: onlinelibrary.wiley.com/doi/10.1002/...
#CausalInference #TMLE #CVTMLE