New METHODS & Novel APPLICATIONS in:

  • Bayesian methods
  • Bias Control & Unmeasured Confounding
  • Big Data
  • Biomarkers Development & Validation
  • Causal Inference
  • Clinical Prognostic Studies
  • Clinical Trials (Adaptive, Non-Inferiority, Pragmatic…)
  • Current Controversies re: “Statistical Significance”
  • Data Science
  • Diagnostic studies
  • Dynamic Prediction
  • Efficient Designs
  • EHR
  • Epidemiological Methods
  • Flexible modeling (splines & fractional polynomials)
  • Functional Data Analysis
  • High-dimensional data

  • Individualized Risk Prediction
  • Infectious and Chronic Diseases Modeling
  • Longitudinal data & Generalized Mixed Models
  • Machine Learning
  • Measurement Errors
  • Mediation & Effect Modification
  • Missing Data
  • Multi-state modeling
  • Multivariable model building & Variable Selection
  • Network Metanalysis
  • Omics & Genetic studies
  • Penalized Maximum Likelihood Estimation
  • Personalized Medicine
  • Pharmacoepidemiology: Methods & Applications
  • Registry-based studies
  • Reproducible Research
  • Simulations
  • Statistical Software
  • Survival Analysis