regression using splines, are introduced as needed. The classical methods of finance such as portfolio theory, CAPM, and the … and more advanced topics in statistics, such as regression, ARMA and GARCH models, the bootstrap, and nonparametric …:Introduction * Probability and Statistical Models * Returns * Time Series Models * Portfolio Theory * Regression * The Capital Asset Pricing …