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  • Book
  • © 2012

Econometrics of Financial High-Frequency Data

Authors:

  • Focus on theory and application
  • State-of-the-art econometric methods to model financial high-frequency data
  • Presents numerous applications, e.g. volatility and liquidy estimation
  • Discussion of implementation details and illustrations of data properties
  • Includes supplementary material: sn.pub/extras

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Table of contents (13 chapters)

  1. Front Matter

    Pages i-xiii
  2. Introduction

    • Nikolaus Hautsch
    Pages 1-8
  3. Microstructure Foundations

    • Nikolaus Hautsch
    Pages 9-26
  4. Empirical Properties of High-Frequency Data

    • Nikolaus Hautsch
    Pages 27-68
  5. Financial Point Processes

    • Nikolaus Hautsch
    Pages 69-98
  6. Univariate Multiplicative Error Models

    • Nikolaus Hautsch
    Pages 99-142
  7. Generalized Multiplicative Error Models

    • Nikolaus Hautsch
    Pages 143-175
  8. Vector Multiplicative Error Models

    • Nikolaus Hautsch
    Pages 177-194
  9. Modelling High-Frequency Volatility

    • Nikolaus Hautsch
    Pages 195-224
  10. Estimating Market Liquidity

    • Nikolaus Hautsch
    Pages 225-244
  11. Semiparametric Dynamic Proportional Hazard Models

    • Nikolaus Hautsch
    Pages 245-272
  12. Univariate Dynamic Intensity Models

    • Nikolaus Hautsch
    Pages 273-289
  13. Multivariate Dynamic Intensity Models

    • Nikolaus Hautsch
    Pages 291-330
  14. Back Matter

    Pages 357-371

About this book

The availability of financial data recorded on high-frequency level has inspired a research area which over the last decade emerged to a major area in econometrics and statistics. The growing popularity of high-frequency econometrics is driven by technological progress in trading systems and an increasing importance of intraday trading, liquidity risk, optimal order placement as well as high-frequency volatility. This book provides a state-of-the art overview on the major approaches in high-frequency econometrics, including univariate and multivariate autoregressive conditional mean approaches for different types of high-frequency variables, intensity-based approaches for financial point processes and dynamic factor models. It discusses implementation details, provides insights into properties of high-frequency data as well as institutional settings and presents applications to volatility and liquidity estimation, order book modelling and market microstructure analysis.

Authors and Affiliations

  • Inst. Statistik und Ökonometrie, Humboldt-Universität Berlin, Berlin, Germany

    Nikolaus Hautsch

About the author

Nikolaus Hautsch, born 1972, is director of the Institute for Econometrics at the Department of Economics and Business Administration at the Humboldt-Universität zu Berlin since 2007. His research interests are financial econometrics, empirical finance and multivariate time series analysis. Particular focus is on the econometric modelling of financial high-frequency data, market microstructure analysis as well as volatility and liquidity estimation.

Bibliographic Information

Buy it now

Buying options

eBook USD 149.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 199.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 199.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access