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Chapter 2. Data Considerations
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Chapters in this book
- Frontmatter i
- Contents vii
- Preface xvii
- Notation xxiii
-
Part I. Preliminary Material
- Chapter 1. From Diffusions to Semimartingales 3
- Chapter 2. Data Considerations 57
-
Part II. Asymptotic Concepts
- Introduction 81
- Chapter 3. Introduction to Asymptotic Theory: Volatility Estimation for a Continuous Process 83
- Chapter 4. With Jumps: An Introduction to Power Variations 109
- Chapter 5. High-Frequency Observations: Identifiability and Asymptotic Efficiency 131
-
Part III. Volatility
- Introduction 167
- Chapter 6. Estimating Integrated Volatility: The Base Case with No Noise and Equidistant Observations 169
- Chapter 7. Volatility and Microstructure Noise 209
- Chapter 8. Estimating Spot Volatility 259
- Chapter 9. Volatility and Irregularly Spaced Observations 299
-
Part IV. Jumps
- Introduction 327
- Chapter 10. Testing for Jumps 329
- Chapter 11. Finer Analysis of Jumps: The Degree of Jump Activity 393
- Chapter 12. Finite or Infinite Activity for Jumps? 429
- Chapter 13. Is Brownian Motion Really Necessary? 441
- Chapter 14. Co-jumps 453
- Appendix A. Asymptotic Results for Power Variations 477
- Appendix B. Miscellaneous Proofs 507
- Bibliography 633
- Index 657
Chapters in this book
- Frontmatter i
- Contents vii
- Preface xvii
- Notation xxiii
-
Part I. Preliminary Material
- Chapter 1. From Diffusions to Semimartingales 3
- Chapter 2. Data Considerations 57
-
Part II. Asymptotic Concepts
- Introduction 81
- Chapter 3. Introduction to Asymptotic Theory: Volatility Estimation for a Continuous Process 83
- Chapter 4. With Jumps: An Introduction to Power Variations 109
- Chapter 5. High-Frequency Observations: Identifiability and Asymptotic Efficiency 131
-
Part III. Volatility
- Introduction 167
- Chapter 6. Estimating Integrated Volatility: The Base Case with No Noise and Equidistant Observations 169
- Chapter 7. Volatility and Microstructure Noise 209
- Chapter 8. Estimating Spot Volatility 259
- Chapter 9. Volatility and Irregularly Spaced Observations 299
-
Part IV. Jumps
- Introduction 327
- Chapter 10. Testing for Jumps 329
- Chapter 11. Finer Analysis of Jumps: The Degree of Jump Activity 393
- Chapter 12. Finite or Infinite Activity for Jumps? 429
- Chapter 13. Is Brownian Motion Really Necessary? 441
- Chapter 14. Co-jumps 453
- Appendix A. Asymptotic Results for Power Variations 477
- Appendix B. Miscellaneous Proofs 507
- Bibliography 633
- Index 657