Correlation estimation using components of Japanese candlesticks

Valentin Mina Popov

Research output: Contribution to journalArticlepeer-review

2 Citations (Scopus)
2 Downloads (Pure)

Abstract

Using the wick's difference from the classical Japanese candlestick representation of daily open, high, low, close prices brings efficiency when estimating the correlation in a bivariate Brownian motion. An interpretation of the correlation estimator in Rogers and Zhou (2008) in the light of wicks' difference allows us to suggest modifications, which lead to an increased efficiency and robustness against the baseline model. An empirical study on four major financial markets confirms the advantages of the modified estimator.
Original languageEnglish
Pages (from-to)1615-1630
Number of pages16
JournalQuantitative Finance
Volume16
Issue number10
Early online date22 Apr 2016
DOIs
Publication statusPublished - 2016

Keywords

  • Japanese candlesticks
  • Correlation
  • Estimation
  • Brownian motion
  • Jump diffusions

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