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Publications by Mark J. van der Laan
Targeted Estimation of Binary Variable Importance Measures With Interval-Censored Outcomes
International Journal of Biostatistics
Medicine
Uncertainty
Statistics
Probability
Super Learner Based Conditional Density Estimation With Application to Marginal Structural Models
International Journal of Biostatistics
Medicine
Uncertainty
Statistics
Probability
Targeted Maximum Likelihood Estimation of the Parameter of a Marginal Structural Model
International Journal of Biostatistics
Medicine
Uncertainty
Statistics
Probability
A Targeted Maximum Likelihood Estimator for Two-Stage Designs
International Journal of Biostatistics
Medicine
Uncertainty
Statistics
Probability
Assumption Trade-Offs When Choosing Identification Strategies for Pre-Post Treatment Effect Estimation: An Illustration of a Community-Based Intervention in Madagascar
Journal of Causal Inference
Uncertainty
Statistics
Probability
Subsemble: An Ensemble Method for Combining Subset-Specific Algorithm Fits
Journal of Applied Statistics
Uncertainty
Statistics
Probability
Cross-Validated Bagged Learning
Journal of Multivariate Analysis
Uncertainty
Numerical Analysis
Statistics
Probability
A Semiparametric Model Selection Criterion With Applications to the Marginal Structural Model
Computational Statistics and Data Analysis
Statistics
Probability
Applied Mathematics
Computational Theory
Computational Mathematics
Mathematics
Resampling-Based Empirical Bayes Multiple Testing Procedures for Controlling Generalized Tail Probability and Expected Value Error Rates: Focus on the False Discovery Rate and Simulation Study
Biometrical Journal
Medicine
Uncertainty
Statistics
Probability
Targeted Maximum Likelihood Learning
International Journal of Biostatistics
Medicine
Uncertainty
Statistics
Probability
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