Olli Saarela
10PUBLICATIONS
8CO-AUTHORS
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Publications (10)
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|May 19, 2025
Continuous-Time Causal Inference With Marked Point Process Weights: An Example on Sodium-Glucose Co-Transporters 2 Inhibitor Medications and Urinary Tract Infection.Sumeet Kalia, Olli Saarela, Tao Chen
|Dec 13, 2024
A Bayesian joint model for mediation analysis with matrix-valued mediators.Zijin Liu, Zhihui Amy Liu, Ali Hosni
|Dec 13, 2024
A Bayesian latent class approach to causal inference with longitudinal data.Kuan Liu, Olli Saarela, George Tomlinson
|Sep 23, 2022
Targeted L1-Regularization and Joint Modeling of Neural Networks for Causal Inference.Mehdi Rostami, Olli Saarela
|Feb 25, 2022
Normalized Augmented Inverse Probability Weighting with Neural Network Predictions.Mehdi Rostami, Olli Saarela
|Jul 13, 2021
Instrumental variable estimation of early treatment effect in randomized screening trials.Sudipta Saha, Zhihui Liu, Olli Saarela
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