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Book Categories |
Pt. I | The Contemporary Framework | |
1 | Market Basics | 3 |
2 | To Rate A Tabula Rasa | 17 |
3 | The Actuarial Method | 32 |
4 | The Default Method | 58 |
5 | The Eclectic Method | 69 |
Pt. II | Analyzing Structured Securities | |
6 | Toward a Science of Ratings | 79 |
7 | Dynamic Asset Analysis | 93 |
8 | Liabilities Analysis and Structuring | 106 |
9 | The Average Life of Assets and Liabilities | 124 |
10 | PACs and TACs | 138 |
Pt. III | Applications of Numerical Methods to Structured Finance | |
11 | The Art of Mathematical Modeling | 155 |
12 | Statistical Probability Density Functions | 163 |
13 | Eigenvalues and Eigenvectors | 173 |
14 | Markov Chains | 180 |
15 | Regression Analysis | 196 |
16 | Lower-Upper Decomposition | 201 |
17 | Covariance Matrix Simulation | 204 |
18 | The Newton-Raphson Nonlinear Optimization Method | 208 |
19 | Tchebychev Polynomials | 211 |
Pt. IV | Case Studies | |
20 | Automobile Receivable Securitizations | 223 |
21 | CDOs of ABS | 272 |
22 | Aircraft Receivable Securitizations | 312 |
Pt. V | Advanced Structural Features | |
23 | Trigger Theory | 357 |
Concluding Remarks | 377 | |
App. A | Numerical Experiments in Random Number Generation | 383 |
App. B | The Physics of Markov Chains | 386 |
App. C | The Markov Property and the Efficient Market Hypothesis | 389 |
App. D | An Example of Nonlinear Regression | 392 |
App. E | The Symmetry and Nonnegative Definiteness of Two Special Matrices | 394 |
App. F | Convergence Analysis for the Newton-Raphson Optimization Method | 397 |
App. G | Spline Function Interpolations | 411 |
App. H | Correlation Topics | 420 |
Notes | 429 | |
Index | 441 |
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