Foto del docente

Saverio Ranciati

Ricercatore a tempo determinato tipo b) (senior)

Dipartimento di Scienze Statistiche "Paolo Fortunati"

Settore scientifico disciplinare: STAT-01/A Statistica

Didattica

Ultime tesi seguite dal docente

Tesi di Laurea

  • Analisi delle prestazioni dei calciatori di Serie A per la determinazione degli stipendi
  • Analisi statistica delle prestazioni sportive della Virtus Segafredo Bologna
  • Application of Bayesian Networks for time series outcome prediction
  • Data-Driven Prediction of Market Values and Transfer Fees of Football Players
  • Enhancing Statistical Power Estimation: A Monte Carlo Simulation Approach
  • Improving the Performance of Supervised Learning Models for Credit Scoring
  • Intelligent Search algorithms for solving complex games: the Rubik's case
  • Modelling Latent Heterogeneity Using Dirichlet Process Prior Regression
  • The Role of Erasmus in Students' Academic and Personal Development: A Statistical Analysis

Tesi di Laurea Magistrale

  • Credit Score Prediction: Machine Learning Approaches to Assess Default Risk in Banks
  • Credit Scoring and Machine Learning: A Practical Application in Credit Risk Analysis
  • Ethical Certification and Consumer Behaviour: a statistical analysis on Brand Familiarity and Generational Cohorts
  • Exploring patterns in the interactions between players in NBA games via Network Analysis
  • Forecasting model of Bitcoin stock market prices based on Principal Component Analysis and Neural Networks
  • Graph-based Imputation and Smoothing for Forecasting with Missing Data: A Deep Learning Approach
  • Improved Collaborative Filtering Recommendation Systems in Music
  • introduction of advanced roles and similarity index of european basketball players
  • Parametric survival analysis for the analysis of prepayment: estimation of an Accelerated Failure Time model and assessment of its goodness of fit via a proposed Chi-squared test statistic
  • Rent price prediction in Italy for 2023 using machine learning