An information theory perspective on the informational efficiency of gold price

被引:24
作者
Bariviera, Aurelio F. [1 ,2 ]
Font-Ferrer, Alejandro [1 ]
Teresa Sorrosal-Forradellas, M. [1 ]
Rosso, Osvaldo A. [3 ,4 ,5 ]
机构
[1] Univ Rovira & Virgili, Dept Business, Av Univ 1, Reus 43204, Spain
[2] Univ Pacifico, Lima, Peru
[3] Hosp Italiano Buenos Aires, Dept Informat Salud, C1199ABB, Buenos Aires, DF, Argentina
[4] Consejo Nacl Invest Cient & Tecn, C1199ABB, Buenos Aires, DF, Argentina
[5] Univ Fed Alagoas, Inst Fis, Av Lourival Melo Mota S-N, BR-57072970 Maceio, AL, Brazil
关键词
Gold; Permutation entropy; Statistical complexity; Fisher Information Measure; Economic crisis; STATISTICAL COMPLEXITY; INFLATION-HEDGE; MARKET; STOCK;
D O I
10.1016/j.najef.2019.101018
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This paper studies the informational efficiency of the gold market, and its variability due to economic distress situations. The period under study goes from 1968 until 2017. We use quantifiers derived from Information Theory in order to analyze the stochastic dynamics of gold price. In particular, we use permutation entropy, permutation statistical complexity and Fisher Information Measure, to assess the time varying dynamics of price time series. We find that the stochastic regime in the time series exhibits three distinct dynamics, roughly divided in years 1968-1981, 1981-2003, 2003-2017. Additionally, informational efficiency is affected by major economic and political events. Finally, we detect a strong persistence in volatility.
引用
收藏
页数:13
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