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Elaborato.toc
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Elaborato.toc
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\babel@toc {italian}{}\relax
\babel@toc {italian}{}\relax
\contentsline {section}{\numberline {1}Introduzione}{4}{}%
\contentsline {section}{\numberline {2}Visualizzazione del Dataset}{4}{}%
\contentsline {subsection}{\numberline {2.1}Variabili}{4}{}%
\contentsline {subsection}{\numberline {2.2}Tabella delle Frequenze}{6}{}%
\contentsline {section}{\numberline {3}Regressioni Logistiche Semplici}{10}{}%
\contentsline {subsection}{\numberline {3.1}Age}{10}{}%
\contentsline {subsection}{\numberline {3.2}Sex}{13}{}%
\contentsline {subsection}{\numberline {3.3}BMI}{15}{}%
\contentsline {subsection}{\numberline {3.4}Fitness}{17}{}%
\contentsline {subsection}{\numberline {3.5}PA}{21}{}%
\contentsline {subsection}{\numberline {3.6}Smoke}{21}{}%
\contentsline {subsection}{\numberline {3.7}Alchol}{25}{}%
\contentsline {subsection}{\numberline {3.8}Commento}{25}{}%
\contentsline {section}{\numberline {4}Regressioni Logistiche Multiple}{26}{}%
\contentsline {subsection}{\numberline {4.1}Modello Completo}{26}{}%
\contentsline {subsection}{\numberline {4.2}Modello Significativo}{27}{}%
\contentsline {subsection}{\numberline {4.3}Commento}{29}{}%
\contentsline {section}{\numberline {5}Interazioni fra le variabili}{30}{}%
\contentsline {subsection}{\numberline {5.1}Smoke e Alchol}{30}{}%
\contentsline {subsection}{\numberline {5.2}Smoke e BMI}{31}{}%
\contentsline {subsection}{\numberline {5.3}Alchol e BMI}{32}{}%
\contentsline {subsection}{\numberline {5.4}Sex e Smoke}{33}{}%
\contentsline {subsection}{\numberline {5.5}Sex e Age}{34}{}%
\contentsline {subsection}{\numberline {5.6}PA e Age}{35}{}%
\contentsline {subsection}{\numberline {5.7}PA e Fitness}{36}{}%
\contentsline {subsection}{\numberline {5.8}Modello con interazioni}{37}{}%
\contentsline {subsection}{\numberline {5.9}Commento}{38}{}%
\contentsline {section}{\numberline {6}Selezione dei Modelli}{39}{}%
\contentsline {subsection}{\numberline {6.1}Backward}{39}{}%
\contentsline {subsubsection}{\numberline {6.1.1}AIC}{39}{}%
\contentsline {subsubsection}{\numberline {6.1.2}BIC}{40}{}%
\contentsline {subsection}{\numberline {6.2}Forward}{41}{}%
\contentsline {subsubsection}{\numberline {6.2.1}AIC}{41}{}%
\contentsline {subsubsection}{\numberline {6.2.2}BIC}{42}{}%
\contentsline {subsection}{\numberline {6.3}Both}{43}{}%
\contentsline {subsubsection}{\numberline {6.3.1}AIC}{43}{}%
\contentsline {subsubsection}{\numberline {6.3.2}BIC}{44}{}%
\contentsline {subsection}{\numberline {6.4}Commento}{44}{}%
\contentsline {section}{\numberline {7}Grafi non orientati}{45}{}%
\contentsline {subsection}{\numberline {7.1}Backward}{45}{}%
\contentsline {subsubsection}{\numberline {7.1.1}AIC}{45}{}%
\contentsline {subsubsection}{\numberline {7.1.2}BIC}{46}{}%
\contentsline {subsection}{\numberline {7.2}Forward}{47}{}%
\contentsline {subsubsection}{\numberline {7.2.1}AIC}{47}{}%
\contentsline {subsubsection}{\numberline {7.2.2}BIC}{48}{}%
\contentsline {subsection}{\numberline {7.3}Commento}{49}{}%
\contentsline {section}{\numberline {8}Reti Bayesiane}{50}{}%
\contentsline {subsection}{\numberline {8.1}Ordinamento delle Variabili}{51}{}%
\contentsline {section}{\numberline {9}Considerazioni sul Modello}{54}{}%
\contentsline {subsection}{\numberline {9.1}Fitness e PA}{54}{}%
\contentsline {subsection}{\numberline {9.2}BMI}{57}{}%
\contentsline {subsection}{\numberline {9.3}Alchol}{61}{}%
\contentsline {subsection}{\numberline {9.4}Smoke}{63}{}%
\contentsline {subsection}{\numberline {9.5}Sex:Male e Sex:Female}{64}{}%
\contentsline {section}{\numberline {10}Conclusioni}{67}{}%