Yuh-Dauh Lyuu Financial Engineering and Computation Principles, Mathematics, Algorithms
Yuh-Dauh Lyuu Financial Engineering and Computation Principles, Mathematics, Algorithms
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Many of these algorithms are coded in Java as programs for the Web, available from the book's home page.
1. Introduction 2. Analysis of algorithms 3. Basic financial mathematics 4. Bond price volatility 5. Term structure of interest rates 6. Fundamental statistical concepts 7. Option basics 8. Arbitrage in option pricing 9. Option pricing models 10. Sensitivity analysis of options 11. Extensions of options theory 12. Forwards, futures, futures options, swaps 13. Stochastic processes and Brownian motion 14. Continuous-time financial mathematics 15. Continuous-time pricing 16. Hedging 17. Trees 18. Numerical methods 19. Matrix computation 20. Time series and estimation 21. Interest rate derivative securities 22. Term structure fitting 23. Introduction to term structure modeling 24. Foundations of term structure modeling 25. Equilibrium term structure models 26. No-arbitrage term structure models 27. Fixed-income securities 28. Introduction to mortgage-backed securities 29. Analysis of mortgage-backed securities 30. Collateralized mortgage obligations 31. Modern portfolio theory 32. Software.