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\@writefile{toc}{\contentsline {paragraph}{Part a): Ordinary Least Square (OLS) on the Franke function.}{3}{section*.2}}
\@writefile{toc}{\contentsline {paragraph}{Part b): Bias-variance trade-off and resamplng techniques.}{4}{section*.3}}
\@writefile{toc}{\contentsline {paragraph}{Part c) Cross-validation as resampling techniques, adding more complexity.}{5}{section*.4}}
\@writefile{toc}{\contentsline {paragraph}{Part d): Ridge Regression on the Franke function with resampling.}{5}{section*.5}}
\@writefile{toc}{\contentsline {paragraph}{Part e): Lasso Regression on the Franke function with resampling.}{5}{section*.6}}
\@writefile{toc}{\contentsline {paragraph}{Part f): Introducing real data and preparing the data analysis.}{5}{section*.7}}
\@writefile{toc}{\contentsline {paragraph}{Part g) OLS, Ridge and Lasso regression with resampling.}{6}{section*.8}}