Browsing by Author "Varin, Cristiano"

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Browsing by Author "Varin, Cristiano"

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  • A Comparative Study of Multiple Testing 
    Santello, Veronica <1998> (Università Ca' Foscari Venezia, 2022-07-21)
    This thesis discusses the theoretical and practical basis of multiple hypothesis testing. Multiple testing is a statistical procedure widely used in many fields including biology, genetics, medicine and finance. This thesis ...
  • A Comparison between Support Vector Machines and Logistic Regression for Classification 
    Hasanov, Ilgar <1996> (Università Ca' Foscari Venezia, 2022-03-25)
    This dissertation is about classification methods for binary data developed in Computer Science and Statistics. The research focuses on two main algorithms called support vector machines and logistic regression. The thesis ...
  • A comparison of classification algorithms 
    Jatta, Lamin <1992> (Università Ca' Foscari Venezia, 2022-07-21)
    Classification is a important problem in statistical and machine learning. In this thesis, I compare four widely used classification methods called Naïve Bayes, K-Nearest Neighbors, Logistic Regression, Linear and Quadratic ...
  • Classification by pairwise coupling 
    Duong, Minh Duc <1992> (Università Ca' Foscari Venezia, 2020-03-13)
    Pairwise Coupling is a statistical procedure designed to solve multi-class classification problems thought a combination of binary classifications. This thesis considers three different methods for pairwise coupling namely ...
  • Dimensionality reduction methods for paleoclimate reconstructions. 
    Gagliardi, Alessandro <1990> (Università Ca' Foscari Venezia, 2017-07-06)
    Paleoclimatology seeks to understand past changes in climate occurred before the instrumental period through paleoclimate archives. These archives consist of natural materials that keep trace of climate changes with different ...
  • Multinomial Logistic Regression with High Dimensional Data. 
    Salaro, Rossana <1994> (Università Ca' Foscari Venezia, 2018-10-25)
    This thesis investigates multinomial logistic regression in presence of high-dimensional data. Multinomial logistic regression has been widely used to model categorical data in a variety of fields, including health, physical ...
  • Paired Comparison Modelling of Sport Tournaments 
    Daniel, Luca <1995> (Università Ca' Foscari Venezia, 2019-10-29)
    Forecasting the results of sport tournaments is a topic of considerable interest. This thesis focuses on statistical modelling of football matches. The methodology discussed in the thesis stems from a cumulative logit ...
  • Statistical Alignment and Dating of the Soluble Iron Signal in the EGRIP Ice Core 
    Derrod, Haley Yukiko <1994> (Università Ca' Foscari Venezia, 2023-07-13)
    Ice cores are collected in paleoclimatic studies in order to analyze their physical and chemical properties with the purpose of reconstructing important aspects of the past climate. During the campaigns of the East Greenland ...
  • Statistical Analysis of Twenty20 International Cricket 
    Ahmadzai, Abdul Qayyum <1995> (Università Ca' Foscari Venezia, 2023-10-16)
    Predicting the outcomes of sports tournaments such as cricket is a subject of significant interest. This thesis focuses on the statistical analysis of Twenty20 International cricket matches. In the thesis, we compare ...