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Resnick S.I. — A probability path
Resnick S.I. — A probability path



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Название: A probability path

Автор: Resnick S.I.

Аннотация:

Many probability books are written by mathematicians and have the built in bias that the reader is assumed to be a mathematician coming to the material for its beauty. This textbook is geared towards beginning graduate students from a variety of disciplines whose primary focus is not necessarily mathematics for its own sake. Instead, A Probability Path is designed for those requiring a deep understanding of advanced probability for their research in statistics, applied probability, biology, operations research, mathematical finance, and engineering.


Язык: en

Рубрика: Математика/Вероятность/Стохастические процессы/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 1999

Количество страниц: 472

Добавлена в каталог: 29.04.2005

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
Inequalities, Dubins      371
Inequalities, Holder      186 189 201
Inequalities, Jensen      188
Inequalities, Markov      130
Inequalities, Minkowski      187 201
Inequalities, modulus      128
Inequalities, Schwartz      186 187 196
Inequalities, Skorohod      209 210
Inner product      181
Integral comparison lemma      336
integrand      134
Integration      117 119
Intersection      3
Interval of continuity      248 250
Inverse      61 71
Inverse, distribution function      61 66
Inverse, map      71
Inversion formula      328
Jensen inequality      188
Kolmogorov convergence criterion      212 243 435
Kolmogorov zero-one law      107 108 217
Kronecker lemma      214
Ladder time      89
Laplace transform, inversion      239
Law of Large Numbers      1 130
Law of Large Numbers, strong      208 213 219
Law of large numbers, strong, applications      222
Law of large numbers, weak      130 176 204
Law of rare events      306 325
Lebesgue decomposition      334 382
Lebesgue decomposition, supermartingale      382
Lebesgue dominated convergence      175
Lebesgue integral      139
Lebesgue interval      158
Lebesgue measure      57 62 88 157 160
Lebesgue measure, circular      86
Lebesgue measure, dyadic expansion      88
Lebesgue — Stieltjes integral      119
Levy metric      285
Levy theorem      210—212
Liapunov condition      319 321 323 326
Limits      6
Limits, sets      6
Limits, sets, liminf      6
Limits, sets, limsup      6
Lindeberg condition      314 319 322 326 329 330 332
Lindeberg condition and Liapunov condition      319
Lindeberg — Feller CLT      314 321
Linear      123
Log-odds ratio      283
m-dependence      236 270
Market model      416
Markov inequality      130
Martingale      2 333 353
Martingale difference      354
Martingale difference, orthogonality      355
Martingale, $L_1$-bounded      390 396
Martingale, arbitrage      420
Martingale, closed      374
Martingale, closed, examples      374
Martingale, closure      373
Martingale, complete market      426
Martingale, convergence      387
Martingale, convergence theorem      2
Martingale, definition      353
Martingale, differentiation      382
Martingale, Doob decomposition      360 362
Martingale, entymology      355
Martingale, examples      356
Martingale, examples, branching process      359 380
Martingale, examples, differentiation      382 385
Martingale, examples, finance      416
Martingale, examples, gambler’s ruin      379 410 411
Martingale, examples, gambling      356
Martingale, examples, generating functions      357
Martingale, examples, likelihood ratio      359
Martingale, examples, Markov chains      358
Martingale, examples, random walk      398 400 401 409
Martingale, examples, smoothing      356
Martingale, examples, sums      356
Martingale, examples, transforms      356
Martingale, finance      416
Martingale, Krickeberg decomposition      386
Martingale, mean approximation lemma      431
Martingale, optimal stopping      2
Martingale, random walk, regular      402
Martingale, regular      390
Martingale, reversed      412
Martingale, reversed, convergence      412
Martingale, reversed, examples      412
Martingale, reversed, mixing      415
Martingale, reversed, SLLN      412
Martingale, stopped      377 379 392
Martingale, stopping time, integrable      407
Martingale, stopping time, regular      402
Martingale, submartingale      360 362
Martingale, transform      356
Martingale, uniformly integrable      389
Martingale, viable market      420
Martingale, Wald identity      398
Mathematical finance      416
Mean      164
Mean approximation lemma      165 431
Mean square error      181
Mean,minimizes $L_2$ prediction.      164
Measurable      74 118 144 162
Measurable map      74
Measurable space      74
Measurable, composition      77
Measurable, continuity      80
Measurable, limits      81
Measurable, test      76
Measures, absolutely continuous      334
Measures, Lebesgue decomposition      334
Measures, mutually singular      334
Median      164 201
Median, exists      164
Median, minimizes $L_1$ prediction      164
Metric space      65 78
mgf      294
Minimal structure      36
Minkowski inequality      187 191 201
Mixing      415
Mixing, tail $\sigma$-field      415
Modulus inequality      128
Moment generating function      160 294 299
Moment generating function, central limit theorem      294
Monotone class      35
Monotone Convergence Theorem      123 131 152
Monotone convergence theorem, series version      131
Monotone function      87
Monotone sequence of events      8
Monotone sequence of events, and indicator functions      10
Monotonicity      31
Monotonicity, events      135
Monotonicity, expectation      121 127 128 134
Monotonicity, function      87
Monotonicity, measures      31
Monte Carlo method      234
Mutually singular      245
Negligible set      66
Non-atomic      64
Non-defective      248
Non-negative definite      327 328
Non-parametric estimation      178
Normal density      162 193 299
Normal random variable      112
Null set      66
Occupancy problem      234
Occupation time      153
Option pricing      428
Order statistics      116 178 285 287
Orthonormal      331
Pairwise disjoint      3
Pareto distribution      286
Pivot      283
Point process      79
Poisson random variable      113
Polya urn      431
Portmanteau theorem      263 264
Potential      440
Power set      2
Pratt Lemma      164
Predictable      356
Prediction      164
Prediction, $L_1$      164
Prediction, $L_2$      164
Prediction, best linear      164
Predictor      181
Price system      441
Probability measure      29 66
Probability measure, additive      43
Probability measure, construction      57
Probability measure, construction, Lebesgue measure      57
Probability measure, construction, measure with given df      61
Probability measure, extension      43
Probability space      29
Probability space, coin tossing      41
Probability space, construction      40
Probability space, construction, discrete      41
Probability space, construction, general      43
Probability space, discrete      41
PRODUCT      145 147
Product comparison lemma      313
Product space      143
Product, $\sigma$-field      145
Prohorov theorem      309
Projection      335
Projection map      80 143
Proper      248
Proper convergence      249
Pure birth process      216
Quantile      178 279
Quantile estimation      178
Quantile estimation, weakly consistent      179
Radon — Nikodym derivative      333
Random element      74 78
Random function      79
Random measure      79
Random permutation      34
Random sequence      79
Random signs      234
Random variable      71 75 79 93
Random variable, Bernoulli      176
Random variable, bounded      86
Random variable, discrete      94
Random variable, exponential      105
Random variable, normal      112
Random variable, Poisson      113
Random variable, tail      107
Random variable, tail equivalent      203 204
Random vector      79
Random walk      89 398
Random walk, simple      409
Random walk, skip free      404
Rank      95
Rapid variation      163 197
Record      95 215 320
Record, counts      215 320
Record, counts, asymptotic normality      320
rectangle      144
Regular Borel set      70
Regular measure      70
Regular variation      286
Regularity      388 393
Regularity, criteria      391
Regularity, stopping      390
Relative compactness      309
Relative rank      89 96
Relative stability sums      240
Renewal theory      222 331
Renyi      96
Renyi representation      116 285
Renyi theorem      95 96 114 155
Riemann integral      139
Risk neutral measure      420
Riskless asset      416
Sample mean      247
Sample median      287
Sampling with replacement      287
Sampling without replacement      34
Scheffe lemma      190 253 284 287
Scheffe lemma and $L_1$ convergence      190
Schwartz inequality      186 187 196
Second continuous mapping theorem      287
Second converging together theorem      269 273
Section, function      144 146
Section, set      143 145
Selection theorem      307 309 326
Self-financing      417
Self-financing, characterization      417
Semi-continuous function      4 87
Semialgebra      35 43 66 144
Semialgebra, field generated by      45
Semialgebra, intervals      44
Semialgebra, rectangles      44
Separating hyperplane theorem      423
Set difference      3
Set operations      11
Simple function      84 117—119 136
Simple function, expectation      119
Skorohod inequality      209 210
Skorohod theorem      258 259 261 262
Slutsky theorem      268
Spacings      116 285
St. Petersburg paradox      240 241
Stationary process      181
Statistic      171
Stirling formula      323
Stirling formula, CLT proof      323
Stochastic process      88
Stopped process      88
Stopping theorems      392
Stopping time      363
Stopping time, comparison      366
Stopping time, definition      363
Stopping time, hitting time      364
Stopping time, integrable      407
Stopping time, preservation of process mean      367
Stopping time, properties      365
Stopping time, regular      392
Stopping time, regular, characterization      394
Stopping time, regular, criteria      393 394 397
Strong Law of Large Numbers      208 213 219 220
Strong law of large numbers, Kolmogorov      220
Strongly consistent      171
Structure      35
Structure, minimal      36
Subadditivity, measures      31
Submartingale      386
Subsequence criterion      172
Sums of independent random variables      209
Supermartingale      366
Supermartingale, Lebesgue decomposition      382
Supermartingale, positive      366 367
Supermartingale, positive, bounded      369
Supermartingale, positive, convergence      371 373
Supermartingale, positive, operations      367
Supermartingale, positive, pasting      367
Supermartingale, positive, stopped      368
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