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Mark J. van der Laan

Identifiers

  • name variant Mark J. van der Laan 0.60 · backfill

Papers (33)

  1. Estimation of treatment effects in presence of differential use of post-randomization concomitant medication with time-to-event outcomes stat.ME · 2026 · author #5
  2. Adaptive Targeted Maximum Likelihood Estimation of the Mean Potential Outcome under a Treatment Rule stat.ME · 2026 · author #2
  3. Investigating Targeting Strategies and Truncation in TMLE for the Average Treatment Effect under Practical Positivity Violations stat.ME · 2026 · author #3
  4. Causal inference via implied interventions math.ST · 2025 · author #2
  5. Targeted Estimation of L2 Distance Between Densities and its Application to Geo-spatial Data stat.ME · 2019 · author #2
  6. Statistical Analysis Plan for SEARCH Phase I: Health Outcomes among Adults stat.AP · 2018 · author #4
  7. Robust inference on the average treatment effect using the outcome highly adaptive lasso stat.ME · 2018 · author #3
  8. Collaborative targeted inference from continuously indexed nuisance parameter estimators stat.ME · 2018 · author #3
  9. Selecting optimal subgroups for treatment using many covariates stat.ME · 2018 · author #3
  10. One-step Targeted Maximum Likelihood for Time-to-event Outcomes stat.ME · 2018 · author #2
  11. Causal Inference When Counterfactuals Depend on the Proportion of All Subjects Exposed stat.ME · 2017 · author #3
  12. Uniform Consistency of the Highly Adaptive Lasso Estimator of Infinite Dimensional Parameters math.ST · 2017 · author #1
  13. On Adaptive Propensity Score Truncation in Causal Inference stat.ME · 2017 · author #3
  14. Collaborative-controlled LASSO for Constructing Propensity Score-based Estimators in High-Dimensional Data stat.ME · 2017 · author #6
  15. Data-adaptive smoothing for optimal-rate estimation of possibly non-regular parameters math.ST · 2017 · author #2
  16. Conducting Simulations in Causal Inference with Networks-Based Structural Equation Models stat.CO · 2017 · author #3
  17. Targeted Learning with Daily EHR Data stat.AP · 2017 · author #6
  18. Sequential Double Robustness in Right-Censored Longitudinal Models stat.ME · 2017 · author #3
  19. The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification stat.ML · 2017 · author #3
  20. Doubly Robust Inference for Targeted Minimum Loss Based Estimation in Randomized Trials with Missing Outcome Data stat.ME · 2017 · author #2
  21. Scalable Collaborative Targeted Learning for High-Dimensional Data stat.CO · 2017 · author #8
  22. Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods stat.AP · 2017 · author #7
  23. Toward computerized efficient estimation in infinite-dimensional models math.ST · 2016 · author #3
  24. Parametric-Rate Inference for One-Sided Differentiable Parameters stat.ME · 2016 · author #2
  25. Statistical inference for the mean outcome under a possibly non-unique optimal treatment strategy math.ST · 2016 · author #2
  26. Evaluating the Impact of Treating the Optimal Subgroup stat.ME · 2016 · author #2
  27. Second-Order Inference for the Mean of a Variable Missing at Random math.ST · 2015 · author #3
  28. An Omnibus Nonparametric Test of Equality in Distribution for Unknown Functions math.ST · 2015 · author #3
  29. Effect of breastfeeding on gastrointestinal infection in infants: A targeted maximum likelihood approach for clustered longitudinal data stat.AP · 2014 · author #2
  30. Discussion of: Treelets--An adaptive multi-scale basis for sparse unordered data stat.AP · 2008 · author #2
  31. Multiple tests of association with biological annotation metadata stat.AP · 2008 · author #3
  32. A practical illustration of the importance of realistic individualized treatment rules in causal inference stat.AP · 2007 · author #2
  33. Causal inference in longitudinal studies with history-restricted marginal structural models math.ST · 2007 · author #2

Mentions

  • 2506.21501 #2 · arxiv_oai · confidence 0.70 Mark J. van der Laan
  • 0807.4024 #2 · backfill · confidence 0.70 Mark J. van der Laan
  • 0805.3008 #3 · backfill · confidence 0.70 Mark J. van der Laan
  • 0712.0660 #2 · backfill · confidence 0.70 Mark J. van der Laan
  • 0705.1270 #2 · backfill · confidence 0.70 Mark J. van der Laan

Frequent Coauthors