High-Frequency Statistics with Asynchronous and Irregular Data

Name: High-Frequency Statistics with Asynchronous and Irregular Data
Brand: Springer Fachmedien Wiesbaden
SKU: 9783658284176
Price: 70.04 EUR
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Autor: Ole Martin

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer Fachmedien Wiesbaden

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Ole Martin extends well-established techniques for the analysis of high-frequency data based on regu...

Informácie o knihe

Autor

Ole Martin

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2019

Stránok

323

EAN

9783658284176

Enbook ID

24971411

Vydavateľ

Springer Fachmedien Wiesbaden

Hmotnosť

454

Rozmery

148 x 210 x 19

Kompletný popis

Ole Martin extends well-established techniques for the analysis of high-frequency data based on regular observations to the more general setting of asynchronous and irregular observations. Such methods are much needed in practice as real data usually comes in irregular form. In the theoretical part he develops laws of large numbers and central limit theorems as well as a new bootstrap procedure to assess asymptotic laws. The author then applies the theoretical results to estimate the quadratic covariation and to construct tests for the presence of common jumps. The simulation results show that in finite samples his methods despite the much more complex setting perform comparably well as methods based on regular data. About the Author: Dr. Ole Martin completed his PhD at the Kiel University (CAU), Germany. His research focuses on high-frequency statistics for semimartingales with the aim to develop methods based on irregularly observed data.

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High-Frequency Statistics with Asynchronous and Irregular Data

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