1. Material on single asset problems, market timing, unconditional and conditional portfolio problems, hedged portfolios.
2. Inference via both Frequentist and Bayesian paradigms.
3. A comprehensive treatment of overoptimism and overfitting of trading strategies.
4. Advice on backtesting strategies.
5. Dozens of examples and hundreds of exercises for self study.