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Olli Saarela

Identifiers

  • name variant Olli Saarela 0.60 · backfill

Papers (19)

  1. Causal Variance Decompositions for Measuring Health Inequalities stat.ME · 2025 · author #4
  2. Estimating Optimal Dynamic Treatment Regimes Using Irregularly Observed Data: A Target Trial Emulation and Bayesian Joint Modeling Approach stat.ME · 2025 · author #4
  3. Marginal and Conditional Importance Measures from Machine Learning Models and Their Relationship with Conditional Average Treatment Effect stat.ML · 2025 · author #2
  4. A Bayesian joint model for mediation analysis with matrix-valued mediators stat.ME · 2023 · author #6
  5. Multiply Robust Estimator Circumvents Hyperparameter Tuning of Neural Network Models in Causal Inference stat.ME · 2023 · author #2
  6. A marginal structural model for normal tissue complication probability stat.ME · 2023 · author #5
  7. A Generalized Variable Importance Metric and Estimator for Black Box Machine Learning Models stat.CO · 2022 · author #2
  8. A Feature Selection Method that Controls the False Discovery Rate stat.ME · 2022 · author #2
  9. Normalized Augmented Inverse Probability Weighting with Neural Network Predictions stat.ME · 2021 · author #2
  10. The Bias-Variance Tradeoff of Doubly Robust Estimator with Targeted $L_1$ regularized Neural Networks Predictions stat.ME · 2021 · author #2
  11. casebase: An Alternative Framework For Survival Analysis and Comparison of Event Rates stat.ME · 2020 · author #5
  12. Estimation of marriage incidence rates by combining two cross-sectional retrospective designs: Event history analysis of two dependent processes stat.ME · 2020 · author #4
  13. Causal mediation analysis decomposition of between-hospital variance stat.ME · 2020 · author #4
  14. Bayesian non-parametric ordinal regression under a monotonicity constraint stat.ME · 2020 · author #1
  15. The role of exchangeability in causal inference stat.ME · 2020 · author #1
  16. Instrumental variable estimation of early treatment effect in randomized screening trials stat.ME · 2020 · author #3
  17. Hierarchical causal variance decomposition for institution and provider comparisons in healthcare stat.ME · 2020 · author #2
  18. Causal variance decompositions for institutional comparisons in healthcare stat.ME · 2019 · author #4
  19. A Bayesian view of doubly robust causal inference stat.ME · 2017 · author #1

Mentions

  • 2502.02736 #4 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2501.16988 #2 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2310.00803 #6 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2303.05659 #5 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2212.09931 #2 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2208.02948 #2 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2007.01390 #1 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2006.01799 #1 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2307.10536 #2 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2005.07314 #2 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2008.12807 #4 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2009.01897 #4 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2108.01768 #2 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2108.00990 #2 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2005.07322 #3 · arxiv_oai · confidence 0.70 Olli Saarela
  • 2009.10264 #5 · arxiv_oai · confidence 0.70 Olli Saarela
  • 1902.07692 #4 · arxiv_oai · confidence 0.70 Olli Saarela
  • 1701.04093 #1 · arxiv_oai · confidence 0.70 Olli Saarela

Frequent Coauthors