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Structure of Course. Incremental approach Build on expertise already gained Start with model problems; understand thoroughly Generalise to more advanced and difficult problems. Course Buildup. Block 1: Basics of PDE and numerical methods Block 2: FDM for one-factor Black-Scholes PDE model
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Structure of Course • Incremental approach • Build on expertise already gained • Start with model problems; understand thoroughly • Generalise to more advanced and difficult problems
Course Buildup • Block 1: Basics of PDE and numerical methods • Block 2: FDM for one-factor Black-Scholes PDE model • Block 3: FDM for two-factor models • Block 4: Advanced issues • Block 5: Algorithms
Block 1 • Classification of options and PDE • Motivating FDM for ODE and SDE • Method of Lines • Standard difference schemes for Black Scholes
Block 2 • Special schemes for special problems • Approximating the Greeks • Comparing FDM with binomial and trinomial methods • How good are our schemes?
Block 3 • ADI and splitting method for two-factor models • Stability and convergence • Applications in financial engineering • Comparisons with other methods
Block 4 • An introduction to parabolic variational inequalities (PVI) • Numerical solution of PVI • An introduction to spectral methods • An introduction to Finite Element Method (FEM)
Block 5 • Algorithms and documentation • Mapping algorithms to code • Performance • Coupling with Excel