Foto del docente

Angela Montanari

Professoressa ordinaria

Dipartimento di Scienze Statistiche "Paolo Fortunati"

Settore scientifico disciplinare: SECS-S/01 STATISTICA

Didattica

Ultime tesi seguite dal docente

Tesi di Laurea

  • Analisi delle carriere universitarie al termine del 1° anno per coorti di immatricolati L e LMCU in UniBo
  • Analisi delle performance di tiro nella pallacanestro basate su modelli di regressione lineare e test d'ipotesi
  • Analysis of Seabird Behaviour based on GPS Tracks
  • Common principal component analysis
  • Confronto tra stimatori per i coefficienti del modello di regressione multipla su dati ad elevata dimensionalità
  • Dimension reduction using Gaussian Processes
  • Factor analysis for football players’ performances
  • Forward Error Correcting Coding
  • High-Dimensional Random Matrices and The Non-Parametric Bootstrap
  • Local spatio temporal modelling of sea surface temperatures in the Agulhas
  • Nonlinear Dimensionality Reduction using Bayesian Gaussian Process Latent Variable Model
  • Nowcasting Hospital Deaths from COVID-19 Using Random Forest Regression Models
  • Screening di Variabili in Regressioni Lineari ad alta dimensionalità via Proiezioni Casuali
  • Spatio-temporal analysis of respiratory disease in primary care
  • STATISTICAL APPLICATIONS OF HOMOMORPHIC ENCRYPTION (Study upon the possibilities of statistical analysis on homomorphic encrypted data)
  • Student Perspective of Teaching Excellence
  • The effect of imbalanced classes on Supervised Classification with Classification Trees and Random Forests
  • The estimation of COVID 19 Rt in Italy: discussion of assumptions and sensitivity analysis
  • Weather forecasting using Recurrent Neural Networks

Tesi di Laurea Magistrale

  • Classification based on miRNA expression profiling for Cancer of Unknown Primary diagnosis
  • Copy Number Signature analysis in patient with Multiple Myeloma diagnosis
  • Efficacy of a treatment in hospitalized adult patients with severe Covid-19 pneumonia
  • Propensity Score Methods implementation using Clinical Trials and Natural History Data
  • Relational Event Models with Time Varying Effects and Random Effects: an Application to the Alien Species Invasions
  • Size distribution pattern of somatic structural alterations in Multiple Myeloma: classification and clinical implications.