Advanced statistical models - Generalized linear models

Saverio Ranciati

  • Date:

    09 FEBRUARY
    -
    20 FEBRUARY 2026
     from 14:00 to 17:00

  • Event location: Aula IV, Department of Statistical Sciences, Via Belle Arti 41 (STAT PhD Classes Virtual Room on need)

  • Type: Cycle 41 - Mandatory Courses

Generalized Linear Models and extensions
  • Exponential Families and GLM definition
  • Estimation/fit and inference
  • GLMs for non-negative response variable
  • GLMs for count data (extension: overdispersed and zero-inflated data)
  • GLMs for binary and multinomial data (extension: imbalanced classes)
The exam consists in a presentation based on a paper that will be assigned by the lecturer.