Topics Covered: Analysis of Financial Time Series , Statistical Modeling of Financial Data , Robust Statistical Methods , Topics in Analysis of Financial Data , Statistical Methods in Finance , Optimization Methods in Statistics , Monte Carlo Methods , Generalized Additive Models , Data Partitioning and Resampling , Multivariate Density Estimation.