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Stylized facts of intraday precious metals

This paper examines the stylized facts, correlation and interaction between volatility and returns at the 5-minute frequency for gold, silver, platinum and palladium from May 2000 to April 2015. We study the full sample period, as well as three subsamples to determine how high-frequency data of prec...

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Detalles Bibliográficos
Autores principales: Batten, Jonathan, Lucey, Brian, McGroarty, Frank, Peat, Maurice, Urquhart, Andrew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5407636/
https://www.ncbi.nlm.nih.gov/pubmed/28448492
http://dx.doi.org/10.1371/journal.pone.0174232
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author Batten, Jonathan
Lucey, Brian
McGroarty, Frank
Peat, Maurice
Urquhart, Andrew
author_facet Batten, Jonathan
Lucey, Brian
McGroarty, Frank
Peat, Maurice
Urquhart, Andrew
author_sort Batten, Jonathan
collection PubMed
description This paper examines the stylized facts, correlation and interaction between volatility and returns at the 5-minute frequency for gold, silver, platinum and palladium from May 2000 to April 2015. We study the full sample period, as well as three subsamples to determine how high-frequency data of precious metals have developed over time. We find that over the full sample, the number of trades has increased substantially over time for each precious metal, while the bid-ask spread has narrowed over time, indicating an increase in liquidity and price efficiency. We also find strong evidence of periodicity in returns, volatility, volume and bid-ask spread. Returns and volume both experience strong intraday periodicity linked to the opening and closing of major markets around the world while the bid-ask spread is at its lowest when European markets are open. We also show a bilateral Granger causality between returns and volatility of each precious metal, which holds for the vast majority subsamples.
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spelling pubmed-54076362017-05-14 Stylized facts of intraday precious metals Batten, Jonathan Lucey, Brian McGroarty, Frank Peat, Maurice Urquhart, Andrew PLoS One Research Article This paper examines the stylized facts, correlation and interaction between volatility and returns at the 5-minute frequency for gold, silver, platinum and palladium from May 2000 to April 2015. We study the full sample period, as well as three subsamples to determine how high-frequency data of precious metals have developed over time. We find that over the full sample, the number of trades has increased substantially over time for each precious metal, while the bid-ask spread has narrowed over time, indicating an increase in liquidity and price efficiency. We also find strong evidence of periodicity in returns, volatility, volume and bid-ask spread. Returns and volume both experience strong intraday periodicity linked to the opening and closing of major markets around the world while the bid-ask spread is at its lowest when European markets are open. We also show a bilateral Granger causality between returns and volatility of each precious metal, which holds for the vast majority subsamples. Public Library of Science 2017-04-27 /pmc/articles/PMC5407636/ /pubmed/28448492 http://dx.doi.org/10.1371/journal.pone.0174232 Text en © 2017 Batten et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Batten, Jonathan
Lucey, Brian
McGroarty, Frank
Peat, Maurice
Urquhart, Andrew
Stylized facts of intraday precious metals
title Stylized facts of intraday precious metals
title_full Stylized facts of intraday precious metals
title_fullStr Stylized facts of intraday precious metals
title_full_unstemmed Stylized facts of intraday precious metals
title_short Stylized facts of intraday precious metals
title_sort stylized facts of intraday precious metals
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5407636/
https://www.ncbi.nlm.nih.gov/pubmed/28448492
http://dx.doi.org/10.1371/journal.pone.0174232
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