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Stylized Facts and Dynamic Modeling of High-Frequency Data on Precious Metals

Series
Working Papers on Finance
Type
working paper
Date Issued
2013
Author(s)
Caporin, Massimiliano
Ranaldo, Angelo  
Velo, Gabriel G.
Abstract
Taking advantage of a trades-and-quotes database, the main stylized facts and dynamic properties of a time series related to spot precious metals, that is, gold, silver, palladium, and platinum, are documented. The behavior of spot prices, returns, volume, and selected liquidity measures is analyzed. A clear evidence of periodic patterns matching the trading hours of the most active markets, London, Zurich, New York, as well as Asian markets, is found. The time series of spot returns have thus properties similar to those of traditional financial assets with fat tails, asymmetry, periodic behaviors in the conditional variances, and volatility clustering. The empirical analyzes show, as expected, that gold is the most liquid and less volatile asset, whereas palladium and platinum are traded less.
Language
English
Keywords
precious metals
high-frequency data
liquidity measurement
intradaily periodicity
HSG Classification
contribution to scientific community
Refereed
No
Publisher
SoF - HSG
Publisher place
St. Gallen
Number
2013/18
URL
https://www.alexandria.unisg.ch/handle/20.500.14171/89940
Subject(s)

business studies

Division(s)

SoF - School of Finan...

Eprints ID
226750
File(s)
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Thumbnail Image

open.access

Name

13_18_Ranaldo et al_Stylized Facts and Dynamic Modeling.pdf

Size

1.74 MB

Format

Adobe PDF

Checksum (MD5)

4657e0f28af3c28710ae6affd93031b2

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