A MULTIFRACTAL DETRENDED FLUCTUATION ANALYSIS OF GOLD PRICE FLUCTUATIONS

被引:29
|
作者
Bolgorian, Meysam [1 ]
Gharli, Zahra [2 ]
机构
[1] Univ Tehran, Dept Financial Management, Fac Management, Tehran 14155, Iran
[2] Allame Tabatabaee Univ, Tehran, Iran
来源
ACTA PHYSICA POLONICA B | 2011年 / 42卷 / 01期
关键词
LONG-RANGE CORRELATIONS; TIME-SERIES; STOCK RETURNS; MARKET; FREQUENCY; SEQUENCES;
D O I
10.5506/APhysPolB.42.159
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
It is a well-established fact that gold has many economic functions including hedging against inflation and providing economic and physical safety. For this it is very important to know the nature of fluctuations in gold prices. In this paper, applying the Multifractal Detrended Fluctuation Analysis (MF-DFA) for the world gold price data for over 40-year period from 1968 to 2010, the multifractal properties and scaling behavior of gold price time series is numerically investigated. The scaling exponents, generalized Hurst exponents, generalized fractal dimensions and singularity spectrum are derived. Furthermore, impact of two major sources of multifractality, i.e. fat-tailed probability distributions and nonlinear temporal correlations are also examined. Our findings suggest that multifractality in gold price is mainly due to the temporal correlation.
引用
收藏
页码:159 / 169
页数:11
相关论文
共 50 条
  • [1] Multifractal characterization of gold market: A multifractal detrended fluctuation analysis
    Mali, Provash
    Mukhopadhyay, Amitabha
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2014, 413 : 361 - 372
  • [2] Measuring multifractality of stock price fluctuation using multifractal detrended fluctuation analysis
    Yuan Ying
    Zhuang Xin-tian
    Jin Xiu
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2009, 388 (11) : 2189 - 2197
  • [3] Multifractal detrended fluctuation analysis for clustering structures of electricity price periods
    Wang, Fang
    Liao, Gui-ping
    Li, Jian-hui
    Li, Xiao-chun
    Zhou, Tie-jun
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2013, 392 (22) : 5723 - 5734
  • [4] MULTIFRACTAL FLEXIBLY DETRENDED FLUCTUATION ANALYSIS
    Rak, Rafal
    Zieba, Pawel
    [J]. ACTA PHYSICA POLONICA B, 2015, 46 (10): : 1925 - 1938
  • [5] Analysis of the efficiency and multifractality of gold markets based on multifractal detrended fluctuation analysis
    Wang, Yudong
    Wei, Yu
    Wu, Chongfeng
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2011, 390 (05) : 817 - 827
  • [6] Multifractal detrended cross-correlation analysis of gold price and SENSEX
    Dutta, Srimonti
    Ghosh, Dipak
    Samanta, Shukla
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2014, 413 : 195 - 204
  • [7] FLUCTUATION OF GOLD PRICE: A MULTIFRACTAL APPROACH
    Ghosh, Dipak
    Dutta, Srimonti
    Samanta, Shukla
    [J]. ACTA PHYSICA POLONICA B, 2012, 43 (06): : 1261 - 1274
  • [8] Relationships of exponents in multifractal detrended fluctuation analysis and conventional multifractal analysis
    周煜
    梁怡
    喻祖国
    [J]. Chinese Physics B, 2011, 20 (09) : 106 - 114
  • [10] Multifractal Detrended Fluctuation Analysis of WLAN Traffic
    Huifang Feng
    Youji Xu
    [J]. Wireless Personal Communications, 2012, 66 : 385 - 395