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Levy过程  英文版
  • 作 者:JeanBertoin著
  • 出 版 社:世界图书北京出版公司
  • 出版年份:2010
  • ISBN:9787510005091
  • 标注页数:266 页
  • PDF页数:276 页
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0 Preliminaries 1

1 Notation 1

2 Infinitely divisible distributions 2

3 Martingales 3

4 Poisson processes 4

5 Poisson measures and Poisson point processes 6

6 Brownian motion 8

7 Regular variation and Tauberian theorems 9

Ⅰ Lévy Processes as Markov Processes 11

1 Lévy processes and the Lévy-Khintchine formula 11

2 Markov property and related operators 18

3 Absolutely continuous resolvents 24

4 Transience and recurrence 31

5 Exercises 39

6 Comments 41

Ⅱ Elements of Potential Theory 43

1 Duality and time reversal 43

2 Capacitary measure 48

3 Essentially polar sets and capacity 53

4 Energy 56

5 The case of a single point 61

6 Exercises 68

7 Comments 70

Ⅲ Subordinators 71

1 Definitions and first properties 71

2 Passage across a level 75

3 The arcsine laws 81

4 Rates of growth 84

5 Dimension of the range 93

6 Exercises 99

7 Comments 100

Ⅳ Local Time and Excursions of a Markov Process 103

1 Framework 103

2 Construction of the local time 105

3 Inverse local time 112

4 Excursion measure and excursion process 116

5 The cases of holding points and of irregular points 121

6 Exercises 123

7 Comments 124

Ⅴ Local Times of a Lévy Process 125

1 Occupation measure and local times 125

2 Hilbert transform of local times 134

3 Jointly continuous local times 143

4 Exercises 150

5 Comments 153

Ⅵ Fluctuation Theory 155

1 The reflected process and the ladder process 155

2 Fluctuation identities 159

3 Some applications of the ladder time process 166

4 Some applications of the ladder height process 171

5 Increase times 176

6 Exercises 182

7 Comments 184

Ⅶ Lévy Processes with no Positive Jumps 187

1 Fluctuation theory with no positive jumps 187

2 The scale function 194

3 The process conditioned to stay positive 198

4 Some path transformations 206

5 Exercises 212

6 Comments 214

Ⅷ Stable Processes and the Scaling Property 216

1 Definition and probability estimates 216

2 Some sample path properties 222

3 Bridges 226

4 Normalized excursion and meander 232

5 Exercises 237

6 Comments 240

References 242

List of symbols 261

Index 264

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