Methods for Improving Doubly Robust Estimators of Treatment Effects for Observational Studies and Randomized Trials

Advances in Causal Inference to Support Vaccine Development and Evaluation

Capture-Recapture Methodology for Epidemiological Surveillance Accounting for Misclassification of Disease Status

Methods for Improving the Interpretability and Evaluation of Machine Learning Models and Decision Making Systems

Probabilistic clustering of complex biomarker data for Alzheimer’s Disease

Statistical Methods for Analyzing Compositional Human Microbiome Data

Statistical Methods for Mediation Analysis of Omics Data

Prediction Approaches for High-dimensional and Complex Neuroimaging Data

Improvements in statistical machine learning for current problems in public health