Stylized facts of intraday precious metals

被引:10
|
作者
Batten, Jonathan [1 ]
Lucey, Brian [2 ]
McGroarty, Frank [3 ]
Peat, Maurice [4 ]
Urquhart, Andrew [3 ]
机构
[1] Monash Univ, Business Sch, Caulfield, Vic, Australia
[2] Trinity Coll Dublin, Trinity Business Sch, Dublin, Ireland
[3] Univ Southampton, Southampton Business Sch, Southampton, Hants, England
[4] Univ Sydney, Business Sch, Sydney, NSW, Australia
来源
PLOS ONE | 2017年 / 12卷 / 04期
关键词
STOCK RETURNS; ASYMMETRIC VOLATILITY; TRANSACTIONS DATA; FUTURES MARKETS; NYSE STOCKS; PATTERNS; GOLD; EXCHANGE; LONDON; VOLUME;
D O I
10.1371/journal.pone.0174232
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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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页数:21
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