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Econometric methods for high frequency data

Research Project

Project/Area Number 20K13470
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 07030:Economic statistics-related
Research InstitutionKeio University

Principal Investigator

Potiron Yoann  慶應義塾大学, 商学部(三田), 准教授 (60781119)

Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2022: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2021: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2020: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsfinancial econometrics / econometrics / statistics / finance / market microstructure / volatility / cointegration
Outline of Research at the Start

We will exhibit limit order book variables that matter for the market microstructure noise. My aim is to explain (almost) fully the market microstructure noise. In other words, the practitioner which has limit order book data at hands, will be able to use this new estimator to estimate more accurately volatility or any other integrated quantity such as high frequency covariance or leverage effect, estimators which are not necessarily robust to noise.

Outline of Final Research Achievements

The research went well overall. All of the results obtained during the previous years have been presented in seminars, conferences and discussed with leading experts in the fields. We had a good feedback about our research, and some drawbacks in our approach to consider to improve the future of research.

Academic Significance and Societal Importance of the Research Achievements

High frequency financial econometrics is very useful for making predictions about the stock market, and also more generally to understand key macroeconomic ariables related to a specific country, such as inflation rate in Japan.

Report

(5 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (7 results)

All 2022 Other

All Presentation (6 results) (of which Int'l Joint Research: 3 results,  Invited: 1 results) Remarks (1 results)

  • [Presentation] Existence in the inverse Shiryaev problem2022

    • Author(s)
      Potiron Yoann
    • Organizer
      The 5th International Conference on Econometrics and Statistics (EcoSta 2022)
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] A tale of two time scales: applications in nonparametric Hawkes processes with Ito semimartingale baseline2022

    • Author(s)
      Potiron Yoann
    • Organizer
      Statistical Methods in Finance 2022
    • Related Report
      2022 Research-status Report
    • Invited
  • [Presentation] A tale of two time scales: applications in nonparametric Hawkes processes with Ito semimartingale baseline2022

    • Author(s)
      Potiron Yoann
    • Organizer
      Laboratoire Manceau de Mathematiques Le Mans University seminar
    • Related Report
      2022 Research-status Report
  • [Presentation] A tale of two time scales: applications in nonparametric Hawkes processes with Ito semimartingale baseline2022

    • Author(s)
      Potiron Yoann
    • Organizer
      Capital Fund Management Paris seminar
    • Related Report
      2022 Research-status Report
  • [Presentation] A tale of two time scales: applications in nonparametric Hawkes processes with Ito semimartingale baseline2022

    • Author(s)
      Potiron Yoann
    • Organizer
      33rd (EC)^2 Conference, Econometrics of High Frequency Data & Factor Models
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] A tale of two time scales: applications in nonparametric Hawkes processes with Ito semimartingale baseline2022

    • Author(s)
      Potiron Yoann
    • Organizer
      The 15th International Conference of the ERCIM WG on CFE and Computational and Methodological Statistics (CFE-CMStatistics 2022)
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Remarks] Yoann Potiron`s Home Page

    • URL

      https://www.fbc.keio.ac.jp/~potiron/

    • Related Report
      2023 Annual Research Report

URL: 

Published: 2020-04-28   Modified: 2025-01-30  

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