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Massimo Ventrucci

Professore associato

Dipartimento di Scienze Statistiche "Paolo Fortunati"

Settore scientifico disciplinare: SECS-S/01 STATISTICA

Temi di ricerca

Parole chiave: Bayesian, Mixed models, Smoothing, Spatial Statistics.

Research topics:

 

  • Regression models for spatial data with focus on the problem of spatial confounding
  • Bayesian hierarchical modeling with focus on prior choice for scale parameters (examples of applications: flexible regression models via penalized spline regression, mixed models, varying coefficient models, spatio-temporal smoothing models).
  • Smoothing models for spatially and temporally structured data
  • Regression for compositional data
  • Main application fields are: biostatistics, environmental sciences, ecology, epidemiology.

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