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Protter P.E. — Stochastic Integration and Differential Equations
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Название: Stochastic Integration and Differential Equations
Автор: Protter P.E.
Аннотация: It has been 15 years since the first edition of Stochastic Integration and Differential Equations, A New Approach appeared, and in those years many other texts on the same subject have been published, often with connections to applications, especially mathematical finance. Yet in spite of the apparent simplicity of approach, none of these books has used the functional analytic method of presenting semimartingales and stochastic integration. Thus a 2nd edition seems worthwhile and timely, though it is no longer appropriate to call it "a new approach". The new edition has several significant changes, most prominently the addition of exercises for solution. These are intended to supplement the text, but lemmas needed in a proof are never relegated to the exercises. Many of the exercises have been tested by graduate students at Purdue and Cornell Universities. Chapter 3 has been completely redone, with a new, more intuitive and simultaneously elementary proof of the fundamental Doob-Meyer decomposition theorem, the more general version of the Girsanov theorem due to Lenglart, the Kazamaki-Novikov criteria for exponential local martingales to be martingales, and a modern treatment of compensators. Chapter 4 treats sigma martingales (important in finance theory) and gives a more comprehensive treatment of martingale representation, including both the Jacod-Yor theory and Emery’s examples of martingales that actually have martingale representation (thus going beyond the standard cases of Brownian motion and the compensated Poisson process). New topics added include an introduction to the theory of the expansion of filtrations, a treatment of the Fefferman martingale inequality, and that the dual space of the martingale space H^1 can be identified with BMO martingales. Solutions to selected exercises are available at the web site of the author, with current URL http://www.orie.cornell.edu/~protter/books.html.
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Рубрика: Математика /Вероятность /Стохастические процессы /
Статус предметного указателя: Готов указатель с номерами страниц
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Издание: второе
Год издания: 2004
Количество страниц: 430
Добавлена в каталог: 07.06.2005
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Предметный указатель
Local martingale, cadlag martingale is 37
Local martingale, compensator of 118
Local martingale, condition to be a martingale 38 73
Local martingale, continuous part of semimartingale 221
Local martingale, decomposable 126
Local martingale, definition of 37
Local martingale, example that is not a martingale 37 74
Local martingale, fundamental sequence for 37
Local martingale, Fundamental Theorem 125
Local martingale, intervals of constancy 71 75
Local martingale, not locally square integrable 126
Local martingale, not preserved under shrinkage of filtration 126
Local martingale, pre-stopped 172
Local martingale, preserved by stochastic integration see stochastic integral preserves
Local martingale, reducing stopping time for 37
Local martingale, time change of Brownian motion 88
Local property 38 162
Local time and Bouleau — Yor formula 227
Local time and change of variables formula see Meyer — Ito formula see
Local time and delta functions 217
Local time of Azema's martingale 230
Local time of Brownian motion 217
Local time of semimartingale 212
Local time, continuous in t 213
Local time, definition of 212
Local time, discontinuous, example of 225
Local time, occupation time density 216 225
Local time, regularity in space 224
Local time, support of 214
Locally bounded process 164
Locally in , 247
Locally integrable process 359
Locally integrable variation process 111
Locally Lipschitz 251 254 303
Locally special semimartingale 149
Markov process, definition of 34
Markov process, diffusion 243 291 297
Markov process, Dynkin's expectation formula 350
Markov process, Dynkin's formula 56
Markov process, equivalence of definitions 34
Markov process, infinitesimal generator 349
Markov process, simple 291
Markov process, strong 292
Markov process, time homogeneous 35 292
Markov process, transition function 35 292
Markov process, transition semigroup 292
Martingale convergence theorem 8
Martingale in 178
Martingale representation 203
Martingale with exactly one jump 124
Martingale, projection 9
Martingale, norm 193
Martingale, asymptotic (AMART) 218
Martingale, Azema's 204 228
Martingale, Backwards Convergence Theorem 9
Martingale, BMO 195
Martingale, Burkholder's inequality 222
Martingale, cadlag modification 8
Martingale, closed 8
Martingale, continuous martingale part 191
Martingale, definition of 7
Martingale, Doob's inequalities 11
Martingale, fundamental L martingale 372
Martingale, Jacod — Yor Theorem 199
Martingale, local 37
Martingale, Martingale Convergence Theorem 8
Martingale, martingale representation 203
Martingale, maximal quadratic inequality 11
Martingale, measures 182
Martingale, not locally square integrable 126
Martingale, optional sampling theorem 9
Martingale, orthogonal 179
Martingale, predictable representation property 182
Martingale, purely discontinuous part 191
Martingale, quasimartingale 116
Martingale, sigma martingale 233
Martingale, space of 178
Martingale, square integrable 73 74
Martingale, strongly orthogonal 179
Martingale, submartingale 7
Martingale, supermartingale 7
Martingale, uniformly integrable 8
Mathematical finance theory 137
Maximal quadratic inequality 11
Memin's criterion for exponential martingales 352
Metivier — Pellaumail inequality 352
Metivier — Pellaumail method 352
Meyer — Ito formula 214
Meyer — Tanaka formula 216
Meyer's theorem 104
Modification 3
Monotone class theorem 7
Monotone vector space 7
Monotone vector space, closed under uniform convergence 7
Multiplicative collection of functions 7
Natural filtration 16
Natural process 111
Net hazard rate 122
Novikov's criterion 140
Oblique bracket 123
Occupation time density 216 225
Optional -algebra 102 372
Optional projection 367 369
Optional sampling theorem 9
Ornstein — Uhlenbeck process 298
Orthogonal martingales 179
Ouknine's formula 240
Partition 116
Path space 142
Path-by-path continuous part 70
Perkins — Emery Theorem 240
Picard iteration 255
Pinned Brownian motion 299
Pitman's Theorem 240
Poisson process, arrival rate 15
Poisson process, compensated 31 42 65 118
Poisson process, compound 33
Poisson process, definition of 13
Poisson process, independent increments 13
Poisson process, intensity 15
Poisson process, stationary increments 13
Polarization identity 66 123 271
Potential 105 150
Pre-stopped local martingale 172
Predictable compensator of for F 371
Predictable cr-algebra 102 154
Predictable process, predictable -algebra 102
Predictable process, simple 51
Predictable projection 368
Predictable representation property 182
Predictable stopping time 103
Predictably measurable process 102
Prelocal convergence in , 260
Prelocally in , 247
Preserved by stochastic integration see stochastic integral preserves
Process Lipschitz 250 311
Process stopped at T 10 37
Progressive expansion 355 369
Projections, optional projection 367
Projections, predictable projection 368
Property holds locally 38 162 247
Property holds prelocally 162 247
Purely discontinuous part of martingale 191
Quadratic covariation 66 378
Quadratic covariation process 270
Quadratic covariation, polarization identity 66 271
Quadratic pure jump 71
Quadratic variation of a semimartingale 66
Quadratic variation, conditional 122
Quadratic variation, continuous part of 70 271
Quadratic variation, covariation 66
Quadratic variation, finite 271
Quadratic variation, polarization identity 66 271
Quasi left continuous filtration 148
Quasimartingale 116
Random Lipschitz 250
Random partition, definition of 64
Random partition, tending to the identity 64
Rao's Theorem 118
Ray — Knight Theorem 225
Reduced by stopping time 37
Reflection principle for Brownian motion 23 228
Reflection principle for Levy processes 49
Reflection principle for stochastic area process 92
Regular conditional distribution 362
Regular supermartingale 150
Representation property 182
Reversibility for Brownian integrals 380
Reversibility for Levy process integrals 380
Reversible semimartingale 378
Riemann — Stieltjes integral 41
Right continuous filtration 3
Right stochastic exponential 319 320
Right stochastic integral 319
Rotation invariant diffusion 282
Sample paths of stochastic process 4
Scaling property 238
Semimartingale topology 264
Semimartingale, reversible 378
Semimartingale, integrable 163
Semimartingale, norm 154
Semimartingale, absolute value of see Meyer — Tanaka formula
Semimartingale, bracket process 66
Semimartingale, canonical decomposition 129
Semimartingale, classical 102 127 144
Semimartingale, continuous local martingale part 70
Semimartingale, convex function of 210
Semimartingale, definition of 52
Semimartingale, equivalent norm 244
Semimartingale, example of process that is not 217
Semimartingale, Integration by Parts Theorem 68
Semimartingale, local martingale as 127
Semimartingale, local time of 212
Semimartingale, locally special 149
Semimartingale, preserved by stochastic integration see stochastic integral preserves
Semimartingale, quadratic pure jump 71
Semimartingale, quadratic variation of 66
Semimartingale, quasimartingale as 127
Semimartingale, space of 154
Semimartingale, special 129 154
Semimartingale, stochastic exponential of 85
Semimartingale, submartingale as 127
Semimartingale, supermartingale as 127
Semimartingale, topology 264
Semimartingale, total 52
Separable measurable space 189
Sharp bracket 123
Sigma martingale 233
Sigma martingale, preserved by stochastic integration see stochastic integral preserves
Sign function 212
Signal detection 140
Simple Markov process 291
Simple predictable process 51
Skorohod topology 220
Skorohod's Lemma 239
Smallest filtration making r.v. a stopping time 119 370
Special semimartingale 129 154
Special semimartingale, canonical decomposition 129
Square integrable martingale 178
Square integrable martingale, preserved by stochastic integration see stochastic integral preserves
Stable law 34
Stable law, index 34
Stable process, defintion of 33
Stable process, scaling properties 34
Stable process, symmetric 34
Stable subspace of 178
Stable subspace, generated 179
Stable under stopping 178
Standard Borel space 362
Stationary Gaussian process 299
Stationary increments of Levy process 20
Stationary increments of Poisson process 13
Statistical communication theory 140
Stieltjes integral see Riemann — Stieltjes integral
Stochastic area formula 89
Stochastic area process, definition of 89
Stochastic area process, density 91
Stochastic area process, Levy's formula 89
Stochastic area process, properties 92
Stochastic area process, reflection principle 92
Stochastic differential equation 255
Stochastic differential equation, flow of 301
Stochastic differential equation, flow of solution 382
Stochastic differential equation, weak solution 201 240
Stochastic differential equation, weak uniqueness 201
Stochastic exponential as a diffusion 298
Stochastic exponential for Brownian motion see geometric Brownian motion
Stochastic exponential, appproximation of 269
Stochastic exponential, definition of 85
Stochastic exponential, Fisk — Stratonovich 280
Stochastic exponential, invertibility of 335
Stochastic exponential, right 319 320
Stochastic exponential, uniqueness of 255
Stochastic for semimartingale 85
Stochastic integral does not preserve FV processes in general 241
Stochastic integral for 59
Stochastic integral for Brownian motion 78
Stochastic integral for 156
Stochastic integral, Associativity Theorem 62 159 165
Stochastic integral, behavior of jumps 60 158 165
Stochastic integral, Dominated Convergence Theorem in 267
Stochastic integral, Dominated Convergence Theorem in ucp 174
Stochastic integral, example that is not local martingale 176
Stochastic integral, for 163
Stochastic integral, for S 58
Stochastic integral, Fubini's Theorem 207 208
Stochastic integral, local behavior at random times 375
Stochastic integral, local behavior of 62 165 170
Stochastic integral, preserves, continuous local martingales 173
Stochastic integral, preserves, FV processes, integrands in L 63
Stochastic integral, preserves, local martingales 128 171 174
Stochastic integral, preserves, locally square integrable local martingales 63 171
Stochastic integral, preserves, semimartingales 63
Stochastic integral, preserves, sigma martingales 234
Stochastic integral, preserves, square integrable martingales 159
Stochastic integral, right 319
Stochastic integral, said to exist 163
Stochastic integral, X integrable, L(X) 163
Stochastic process, adapted 3
Stochastic process, decomposable 55 101
Stochastic process, definition of 3
Stochastic process, finite variation 39 101
Stochastic process, increasing 39
Stochastic process, indistinguishable 3
Stochastic process, locally bounded 164
Stochastic process, locally integrable 359
Stochastic process, modification of 3
Stochastic process, natural 111
Stochastic process, potential 105
Stochastic process, sample paths of 4
Stochastic process, stopped 10 37
Stochastic process, strong Markov 36
Stopped process 10 37
Stopping time, -algebra 5
Stopping time, accessible 103
Stopping time, announcing sequence 103
Stopping time, change of time 98
Stopping time, definition of 3
Stopping time, enveloping sequence 103
Stopping time, explosion time 13 254 303
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