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Protter P.E. — Stochastic Integration and Differential Equations
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.


Язык: en

Рубрика: Математика/Вероятность/Стохастические процессы/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Издание: второе

Год издания: 2004

Количество страниц: 430

Добавлена в каталог: 07.06.2005

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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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 $L^{\alpha}_t$      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 $\underline{H}^p$, $\underline{S}^p$      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 $L^2$      178
Martingale representation      203
Martingale with exactly one jump      124
Martingale, $L^2$ projection      9
Martingale, $\mathcal{H}^p$ 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 $\mathcal{M}^2(\mathcal{A})$      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 $M^2$ 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 $\sigma$-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 $I_{\{t>L\}}$ for F      371
Predictable cr-algebra      102 154
Predictable process, predictable $\sigma$-algebra      102
Predictable process, simple      51
Predictable projection      368
Predictable representation property      182
Predictable stopping time      103
Predictably measurable process      102
Prelocal convergence in $\underline{H}^p$, $\underline{S}^p$      260
Prelocally in $\underline{H}^p$, $\underline{S}^p$      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, $(\mathbb{F}, \mathbb{\tilde{G}})$ reversible      378
Semimartingale, $(\mathcal{H}^2, X)$ integrable      163
Semimartingale, $\mathcal{H}^2$ 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 $\mathcal{H}^2$ 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 $M^2$      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 $\mathbb{L}$      59
Stochastic integral for Brownian motion      78
Stochastic integral for$b \mathcal{P}$      156
Stochastic integral, Associativity Theorem      62 159 165
Stochastic integral, behavior of jumps      60 158 165
Stochastic integral, Dominated Convergence Theorem in $\underline{H}^p$      267
Stochastic integral, Dominated Convergence Theorem in ucp      174
Stochastic integral, example that is not local martingale      176
Stochastic integral, for $\mathcal{P}$      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, $\sigma$-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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