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Preface | ||
Ch. 1 | Introduction | 1 |
1.1 | Motivation: Stochastic Differential Equations | 1 |
1.2 | Wiener Process | 9 |
1.3 | The General Model | 20 |
Ch. 2 | Integrators and Martingales | 43 |
2.1 | The Elementary Stochastic Integral | 46 |
2.2 | The Semivariations | 53 |
2.3 | Path Regularity of Integrators | 58 |
2.4 | Processes of Finite Variation | 67 |
2.5 | Martingales | 71 |
Ch. 3 | Extension of the Integral | 87 |
3.1 | The Daniell Mean | 88 |
3.2 | The Integration Theory of a Mean | 94 |
3.3 | Countable Additivity in p-Mean | 106 |
3.4 | Measurability | 110 |
3.5 | Predictable and Previsible Processes | 115 |
3.6 | Special Properties of Daniell's Mean | 123 |
3.7 | The Indefinite Integral | 130 |
3.8 | Functions of Integrators | 145 |
3.9 | Ito's Formula | 157 |
3.10 | Random Measures | 171 |
Ch. 4 | Control of Integral and Integrator | 187 |
4.1 | Change of Measure - Factorization | 187 |
4.2 | Martingale Inequalities | 209 |
4.3 | The Doob-Meyer Decomposition | 221 |
4.4 | Semimartingales | 232 |
4.5 | Previsible Control of Integrators | 238 |
4.6 | Levy Processes | 253 |
Ch. 5 | Stochastic Differential Equations | 271 |
5.1 | Introduction | 271 |
5.2 | Existence and Uniqueness of the Solution | 282 |
5.3 | Stability: Differentiability in Parameters | 298 |
5.4 | Pathwise Computation of the Solution | 310 |
5.5 | Weak Solutions | 330 |
5.6 | Stochastic Flows | 343 |
5.7 | Semigroups, Markov Processes, and PDE | 351 |
App. A | Complements to Topology and Measure Theory | 363 |
App. B: Answers to Selected Problems | 470 | |
References | 477 | |
Index of Notations | 483 | |
Index | 489 |
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