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 … Model * Options Pricing * Fixed Income Securities * Resampling * Value-at-Risk * GARCH models * Nonparametric Regression and …