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Where a course title may not be clear, we've provided a few sample topics to the right. |
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High |
Medium |
Low |
Sample topics |
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Mathematical tools |
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| M1 |
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Stochastic calculus |
55 |
35 |
10 |
Brownian motion, Ito calculus, Girsanov's theorem |
| M2 |
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PDEs applied to finance |
42 |
46 |
12 |
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| M3 |
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Numerical methods |
74 |
26 |
0 |
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| M4 |
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Basic fixed income math |
64 |
28 |
8 |
Discount factors, bootstrapping a discount curve, duration |
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Statistical tools |
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| S1 |
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Data analysis / Statistical inference |
68 |
29 |
3 |
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| S2 |
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Time series analysis |
59 |
37 |
4 |
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| S3 |
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Regression analysis |
68 |
29 |
3 |
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Economic / financial tools |
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| E1 |
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Microeconomics |
32 |
39 |
29 |
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| E2 |
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Macroeconomics |
32 |
39 |
29 |
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| E3 |
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Econometrics |
41 |
45 |
14 |
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| E4 |
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Corporate finance |
33 |
26 |
41 |
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| E5 |
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Game theory / Auction theory |
32 |
39 |
29 |
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| E6 |
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Real options |
45 |
22 |
33 |
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Computational tools |
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| C1 |
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Object-oriented programming applied to finance |
64 |
32 |
4 |
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| C2 |
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Monte Carlo simulation |
71 |
25 |
4 |
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| C3 |
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Optimization |
71 |
29 |
0 |
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| C4 |
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Finite difference solutions for PDEs / Dynamic programming |
33 |
56 |
11 |
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Derivative securities models |
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| D1 |
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Basic overview of derivatives models |
72 |
28 |
0 |
Risk-neutral pricing, Black-Scholes formula, Greeks |
| D2 |
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Advanced overview of derivatives models |
50 |
46 |
4 |
Local volatility models, stochastic volatility models, jump diffusion models |
| D3 |
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Interest rate option models |
61 |
25 |
14 |
Heath-Jarrow-Morton, LIBOR market model |
| D4 |
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Credit models |
57 |
22 |
21 |
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| D5 |
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Mortgage-backed & asset-backed models |
43 |
21 |
36 |
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| D6 |
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Energy models & weather derivatives |
25 |
29 |
46 |
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| D7 |
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FX models |
43 |
32 |
25 |
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| D8 |
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Equity models |
62 |
27 |
11 |
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| D9 |
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Convertible bond & hybrid models |
43 |
39 |
18 |
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Investments & trading |
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| T1 |
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Basic capital markets & portfolio theory |
50 |
32 |
18 |
Efficient frontier, CAPM, arbitrage pricing model |
| T2 |
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Advanced capital markets and portfolio theory |
36 |
50 |
14 |
Black-Litterman, dynamic asset models |
| T3 |
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Statistical arbitrage |
57 |
32 |
11 |
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| T4 |
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Market microstructure / algorithmic trading /optimal execution |
56 |
26 |
18 |
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| T5 |
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Behavioral finance |
25 |
43 |
32 |
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Institutional background |
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| I1 |
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Risk management |
64 |
32 |
4 |
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| I2 |
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Structuring / Financial engineering |
54 |
43 |
3 |
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| I3 |
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Tax & accounting aspects of derivatives |
14 |
22 |
64 |
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