Statistical Theory

  • Bernardi Mauro : Model selection, high-dimensional statistics, quantile regression, functional data analysis, variational methods
  • Brazzale Alessandra Rosalba: Asymptotics, Likelihood, Nonregular problems, Statistical Computing, Statistical Software
  • Canale Antonio: Bayesian Nonparametrics, Factor Analysis, Extreme Value Theory, Functional Data Analysis, Causal Inference
  • Cortese Giuliana: Efficient estimation, Inverse-probability-censoring-weighted estimators, Semi-parametric regression models, Recurrent events data, Survival analysis
  • Dalla Valle Alessandra: diffusion models, competition models, Lotka Volterra models
  • Guolo Annamaria: meta-analysis, diagnostic tests, measurement error, hierarchical models, higher-order asymptotics
  • Rizzelli Stefano: Asymptotics, Empirical Bayes, Extreme values
  • Roverato Alberto:network science, graphical models, high-dimensional data analysis
  • Salvan Alessandra: Likelihood theory; nuisance parameters; conditional inference; pseudo-likelihood; philosphy of statistics
  • Saraceno Giovanni: Robust Statistics, Goodness-of-fit, Directional Statistics, Neural Networks, Kernel-based methods
  • Sartori Nicola: likelihood theory, asymptotic theory, pseudo likelihoods, computational statistics, statistical theory
  • Scarpa Bruno: Data Mining and Big Data, Data science for Marketing, Spatio-Temporal Analysis, Bayesian Statistics, Functional Data Analysis, Statistics for Cycle Biometry
  • Ventura Laura: measures of evidence, biostatistics, confidence distributions