regression using splines, are introduced as needed. The classical methods of finance such as portfolio theory, CAPM, and the …:Introduction * Probability and Statistical Models * Returns * Time Series Models * Portfolio Theory * Regression * The Capital Asset Pricing … Model * Options Pricing * Fixed Income Securities * Resampling * Value-at-Risk * GARCH models * Nonparametric Regression and …