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Biostatistics and Statistical Genomics

Laura Anderlucci

Senior Assistant Professor

  • High-dimensional data
  • Text mining
  • Mixture models
  • Dimension reduction/variable selection
  • Data mining

 

Alessandro Baldi Antognini

Professor

  • Sequential designs for comparative experiments
  • Statistical applications to clinical trials
  • Optimal design theory
  • Markov chains

 

Paola Bortot

Associate Professor

  • Extreme Value Theory
  • Hierarchical models for biomedical population studies

 

Maurizio Brizzi

Associate Professor

  • Archaeological Statistics
  • Indices of variability and shape derived from quantiles
  • Risk indices defined by applying fuzzy procedures
  • Probabilistic methods applied to hazard games
  • Statistical analysis of alternative medicine experiments

 

Monica Chiogna

Professor

  • ROC analysis
  • Graphical models
  • Structure learning
  • Topological Pathway Analysis

 

Giuliano Galimberti

Associate Professor

  • Mixture models for regression and clustering
  • Recursive partitioning methods
  • Multivariate regression
  • Animal genomics and metabolomics

 

Simone Giannerini

Associate Professor

  • Chaos theory and Statistics with applications in Physics, Biology, Economics
  • Mathematical and statistical models for the genetic code
  • Bioinformatics

 

Rossella Miglio

Associate Professor

  • Survival analysis
  • Non parametric regression models
  • Evaluation of diagnostic tests
  • Statistical analysis of genetic data
  • Statistical methods in epidemiology

 

Giulia Roli

Assistant Professor

  • Causal Inference
  • Analysis of mortality
  • Hierarchical Models
  • Spatio-temporal models

 

Michele Scagliarini

Associate Professor

  • Statistical process control for healthcare improvement
  • Statistical process control
  • Measurement systems capability analysis
  • Process capability analysis
  • Logistic regression

 

Maroussa Zagoraiou

Associate Professor

  • Sequential designs for comparative experiments
  • Statistical applications to clinical trials
  • Optimal design theory
  • Markov chains