Is gold a hedge or safe haven against oil and currency market movements? A revisit using multifractal approach

We investigate gold’s role as a hedge or safe haven against oil price and currency movements across calm and extreme market conditions. For the empirical analysis, we extend the intraday multifractal correlation measure developed by Madani et al. (Bankers, Markets & Investors, 163:2–13, 2020 ) t...

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Vydáno v:Annals of operations research Ročník 313; číslo 1; s. 367 - 400
Hlavní autoři: Madani, Mohamed Arbi, Ftiti, Zied
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York Springer US 01.06.2022
Springer
Springer Nature B.V
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ISSN:0254-5330, 1572-9338
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Abstract We investigate gold’s role as a hedge or safe haven against oil price and currency movements across calm and extreme market conditions. For the empirical analysis, we extend the intraday multifractal correlation measure developed by Madani et al. (Bankers, Markets & Investors, 163:2–13, 2020 ) to consider the dependence for calm and extreme movement periods across different time scales. Interestingly, we employ the rolling window method to examine the time-varying dependence between gold-oil and gold-currency in terms of calm and turmoil market conditions. Based on high frequency (5-min intervals) across the period 2017–2019, our analysis shows three interesting findings. First, gold acts as a weak (strong) hedge for oil (currency) market movements, across all agent types. Second, gold has strong safe-haven capability against extreme currency movements, and against only short time scales of oil price movements. Third, hedging strategies confirm the scale-dependent gold's role in reducing portfolio risk as a hedge or safe haven. Implications for investors, financial institutions, and policymakers are discussed.
AbstractList We investigate gold’s role as a hedge or safe haven against oil price and currency movements across calm and extreme market conditions. For the empirical analysis, we extend the intraday multifractal correlation measure developed by Madani et al. (Bankers, Markets & Investors, 163:2–13, 2020) to consider the dependence for calm and extreme movement periods across different time scales. Interestingly, we employ the rolling window method to examine the time-varying dependence between gold-oil and gold-currency in terms of calm and turmoil market conditions. Based on high frequency (5-min intervals) across the period 2017–2019, our analysis shows three interesting findings. First, gold acts as a weak (strong) hedge for oil (currency) market movements, across all agent types. Second, gold has strong safe-haven capability against extreme currency movements, and against only short time scales of oil price movements. Third, hedging strategies confirm the scale-dependent gold's role in reducing portfolio risk as a hedge or safe haven. Implications for investors, financial institutions, and policymakers are discussed.
We investigate gold’s role as a hedge or safe haven against oil price and currency movements across calm and extreme market conditions. For the empirical analysis, we extend the intraday multifractal correlation measure developed by Madani et al. (Bankers, Markets & Investors, 163:2–13, 2020 ) to consider the dependence for calm and extreme movement periods across different time scales. Interestingly, we employ the rolling window method to examine the time-varying dependence between gold-oil and gold-currency in terms of calm and turmoil market conditions. Based on high frequency (5-min intervals) across the period 2017–2019, our analysis shows three interesting findings. First, gold acts as a weak (strong) hedge for oil (currency) market movements, across all agent types. Second, gold has strong safe-haven capability against extreme currency movements, and against only short time scales of oil price movements. Third, hedging strategies confirm the scale-dependent gold's role in reducing portfolio risk as a hedge or safe haven. Implications for investors, financial institutions, and policymakers are discussed.
We investigate gold's role as a hedge or safe haven against oil price and currency movements across calm and extreme market conditions. For the empirical analysis, we extend the intraday multifractal correlation measure developed by Madani et al. (Bankers, Markets & Investors, 163:2-13, 2020 (See CR49)) to consider the dependence for calm and extreme movement periods across different time scales. Interestingly, we employ the rolling window method to examine the time-varying dependence between gold-oil and gold-currency in terms of calm and turmoil market conditions. Based on high frequency (5-min intervals) across the period 2017-2019, our analysis shows three interesting findings. First, gold acts as a weak (strong) hedge for oil (currency) market movements, across all agent types. Second, gold has strong safe-haven capability against extreme currency movements, and against only short time scales of oil price movements. Third, hedging strategies confirm the scale-dependent gold's role in reducing portfolio risk as a hedge or safe haven. Implications for investors, financial institutions, and policymakers are discussed.
We investigate gold's role as a hedge or safe haven against oil price and currency movements across calm and extreme market conditions. For the empirical analysis, we extend the intraday multifractal correlation measure developed by Madani et al. (Bankers, Markets & Investors, 163:2-13, 2020) to consider the dependence for calm and extreme movement periods across different time scales. Interestingly, we employ the rolling window method to examine the time-varying dependence between gold-oil and gold-currency in terms of calm and turmoil market conditions. Based on high frequency (5-min intervals) across the period 2017-2019, our analysis shows three interesting findings. First, gold acts as a weak (strong) hedge for oil (currency) market movements, across all agent types. Second, gold has strong safe-haven capability against extreme currency movements, and against only short time scales of oil price movements. Third, hedging strategies confirm the scale-dependent gold's role in reducing portfolio risk as a hedge or safe haven. Implications for investors, financial institutions, and policymakers are discussed.We investigate gold's role as a hedge or safe haven against oil price and currency movements across calm and extreme market conditions. For the empirical analysis, we extend the intraday multifractal correlation measure developed by Madani et al. (Bankers, Markets & Investors, 163:2-13, 2020) to consider the dependence for calm and extreme movement periods across different time scales. Interestingly, we employ the rolling window method to examine the time-varying dependence between gold-oil and gold-currency in terms of calm and turmoil market conditions. Based on high frequency (5-min intervals) across the period 2017-2019, our analysis shows three interesting findings. First, gold acts as a weak (strong) hedge for oil (currency) market movements, across all agent types. Second, gold has strong safe-haven capability against extreme currency movements, and against only short time scales of oil price movements. Third, hedging strategies confirm the scale-dependent gold's role in reducing portfolio risk as a hedge or safe haven. Implications for investors, financial institutions, and policymakers are discussed.
Audience Academic
Author Ftiti, Zied
Madani, Mohamed Arbi
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  organization: University of Tunis
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  surname: Ftiti
  fullname: Ftiti, Zied
  organization: EDC Paris Business School
BackLink https://www.ncbi.nlm.nih.gov/pubmed/34751200$$D View this record in MEDLINE/PubMed
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Cites_doi 10.1016/j.iref.2014.07.005
10.1103/PhysRevE.58.6832
10.1016/j.neunet.2013.08.006
10.1016/j.physa.2010.10.022
10.1016/j.frl.2020.101512
10.1016/j.eneco.2019.104660
10.1103/PhysRevE.65.066126
10.1103/PhysRevE.84.016106
10.1016/j.jempfin.2008.10.005
10.1016/j.najef.2020.101277
10.1093/rfs/11.4.817
10.1111/0022-1082.00494
10.1103/PhysRevLett.56.854
10.1016/j.jbankfin.2013.03.020
10.1016/j.econmod.2014.02.038
10.1016/j.physa.2015.10.065
10.1111/j.1540-6261.1991.tb04646.x
10.1016/j.econmod.2016.05.024
10.1016/j.jbankfin.2009.12.008
10.1103/PhysRevLett.100.084102
10.54695/bmi.163.4646
10.1103/PhysRevE.89.023305
10.1016/j.physa.2014.03.015
10.2307/2331164
10.1016/j.iref.2015.08.006
10.1016/j.frl.2011.01.001
10.1016/j.resourpol.2017.01.003
10.1016/j.resourpol.2017.03.003
10.1007/s10479-020-03680-y
10.1016/j.iref.2016.11.005
10.1016/j.econmod.2015.12.013
10.1016/j.eneco.2007.09.004
10.1016/S0261-5606(96)00045-9
10.2307/2685263
10.1080/00036846.2018.1564122
10.1016/j.techfore.2020.120195
10.1016/j.jimonfin.2006.04.003
10.1007/s11079-012-9257-1
10.1016/j.jbef.2016.03.002
10.1016/j.resourpol.2017.04.001
10.1016/j.physa.2014.01.058
10.1016/j.eneco.2019.05.015
10.1016/j.jeconbus.2009.07.001
10.1016/j.econmod.2014.10.044
10.1016/j.ribaf.2006.07.001
10.1093/rfs/15.4.1137
10.1103/PhysRevE.92.052815
10.1016/j.apenergy.2010.03.020
10.1080/14697688.2018.1508879
10.1016/j.enpol.2013.09.029
10.1038/srep36759
10.1111/j.1540-6261.2008.01416.x
10.1103/PhysRevE.71.051101
10.1016/j.physd.2005.12.004
10.1016/j.irfa.2015.08.011
10.1103/PhysRevE.82.011136
10.1111/j.1540-6288.2010.00244.x
10.2307/2841583
10.1016/j.econmod.2016.10.008
10.1016/j.resourpol.2007.10.002
10.1016/j.eneco.2018.02.022
10.1016/j.physa.2013.08.041
10.1111/j.1468-5957.1984.tb00061.x
10.1093/oso/9780198283393.001.0001
10.1016/j.physa.2007.02.074
10.1086/261527
10.1038/srep00835
10.1103/PhysRevLett.77.635
10.1016/j.cnsns.2017.02.018
10.1016/j.econmod.2010.10.008
10.1016/j.enpol.2009.05.013
10.1016/j.physa.2003.12.031
10.1016/j.eneco.2020.104748
10.1063/1.166141
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Issue 1
Keywords Time scale
Optimal portfolio
Non-linearity
Hedge ratio
Intraday
Multifractal
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References DO Cajueiro (4288_CR14) 2004; 336
4288_CR72
HF Chang (4288_CR16) 2013; 63
M Joy (4288_CR35) 2011; 8
JC Reboredo (4288_CR63) 2014; 34
L Piao (4288_CR58) 2016; 6
4288_CR32
J Hull (4288_CR30) 2011
DA Hsieh (4288_CR28) 1991; 46
K Kanjilal (4288_CR36) 2017; 52
H Markowitz (4288_CR50) 1952; 7
KF Kroner (4288_CR44) 1993; 28
L Kristoufek (4288_CR41) 2014; 406
B Podobnik (4288_CR60) 2008; 100
J Beckmann (4288_CR9) 2015; 48
J Baruník (4288_CR4) 2016; 42
DK Nguyen (4288_CR54) 2020; 86
TLD Huynh (4288_CR31) 2020; 54
YH Shao (4288_CR67) 2012; 2
T Miyazaki (4288_CR51) 2012; 32
E Bouri (4288_CR13) 2017; 52
E Tully (4288_CR73) 2007; 21
K Pearson (4288_CR56) 1895; 373
L Kristoufek (4288_CR42) 2017; 50
DG Baur (4288_CR7) 2016; 10
CK Peng (4288_CR57) 1995; 5
Y Ye (4288_CR78) 2007; 28
PK Narayan (4288_CR52) 2010; 87
N Vandewalle (4288_CR74) 1998; 58
LA Sjaastad (4288_CR68) 2008; 33
S Kumar (4288_CR45) 2017; 51
MA Madani (4288_CR49) 2020; 163
T Schreiber (4288_CR65) 1996; 77
R Forbes (4288_CR19) 2002; 57
Oświȩcimka, P., Drożdż, S., Forcze (4288_CR55) 2014; 89
F Galton (4288_CR22) 1886; 15
THV Hoang (4288_CR27) 2016; 54
KM Wang (4288_CR75) 2011; 28
J Kwapień (4288_CR46) 2015; 92
P Sephton (4288_CR66) 2018; 71
J Beckmann (4288_CR10) 2019; 19
Z Ftiti (4288_CR20) 2016; 46
X Sun (4288_CR70) 2016; 444
Wa̧torek, M., Drożdż, S., Oświȩcimk (4288_CR76) 2019; 81
C Nguyen (4288_CR53) 2016; 58
LE Blose (4288_CR11) 2010; 62
L Kristoufek (4288_CR40) 2014; 402
Z Ftiti (4288_CR21) 2019; 51
J Iqbal (4288_CR33) 2017; 48
H Huang (4288_CR29) 2013; 48
L Kristoufek (4288_CR39) 2013; 392
KF Kroner (4288_CR43) 1998; 11
LA Sjaastad (4288_CR69) 1996; 15
S Arianos (4288_CR3) 2007; 382
WA Barnett (4288_CR250) 2013; 24
A Kaul (4288_CR37) 2006; 25
JC Reboredo (4288_CR62) 2014; 39
E Alessio (4288_CR1) 2002; 27
S Hammoudeh (4288_CR26) 2008; 30
S Beckers (4288_CR8) 1984; 11
T Bollerslev (4288_CR12) 1988; 96
JY Campbell (4288_CR15) 2008; 63
ZQ Jiang (4288_CR34) 2011; 84
BM Lucey (4288_CR48) 2017; 67
JC Reboredo (4288_CR61) 2013; 37
4288_CR18
GF Zebende (4288_CR79) 2011; 390
Y Zhang (4288_CR80) 2007; 7
DG Baur (4288_CR5) 2010; 45
V Plerou (4288_CR59) 2002; 65
GF Gu (4288_CR24) 2010; 82
C Krishan (4288_CR38) 2009; 16
DG Baur (4288_CR6) 2010; 34
RF Engle (4288_CR17) 1987; 55
TC Halsey (4288_CR25) 1986; 56
WX Zhou (4288_CR81) 2006; 214
L Xu (4288_CR77) 2005; 71
F Lescaroux (4288_CR47) 2009; 37
JL Rodgers (4288_CR64) 1988; 42
N Thampanya (4288_CR71) 2020; 159
JW Goodell (4288_CR23) 2020; 35
AG Ang (4288_CR2) 2002; 15
References_xml – volume: 34
  start-page: 267
  year: 2014
  ident: 4288_CR63
  publication-title: International Review of Economics and Finance
  doi: 10.1016/j.iref.2014.07.005
– volume: 58
  start-page: 6832
  year: 1998
  ident: 4288_CR74
  publication-title: Physical Review E
  doi: 10.1103/PhysRevE.58.6832
– volume: 48
  start-page: 153
  year: 2013
  ident: 4288_CR29
  publication-title: Neural Networks
  doi: 10.1016/j.neunet.2013.08.006
– volume: 390
  start-page: 614
  year: 2011
  ident: 4288_CR79
  publication-title: Physica a: Statistical Mechanics and Its Applications
  doi: 10.1016/j.physa.2010.10.022
– volume: 35
  start-page: 101512
  year: 2020
  ident: 4288_CR23
  publication-title: Finance Research Letters
  doi: 10.1016/j.frl.2020.101512
– volume: 86
  start-page: 104660
  year: 2020
  ident: 4288_CR54
  publication-title: Energy Economics
  doi: 10.1016/j.eneco.2019.104660
– volume: 65
  start-page: 066126
  issue: 6
  year: 2002
  ident: 4288_CR59
  publication-title: Physical Review E
  doi: 10.1103/PhysRevE.65.066126
– volume: 84
  start-page: 016106
  issue: 1
  year: 2011
  ident: 4288_CR34
  publication-title: Physical Review E
  doi: 10.1103/PhysRevE.84.016106
– volume: 55
  start-page: 251
  year: 1987
  ident: 4288_CR17
  publication-title: Economics
– volume: 16
  start-page: 353
  issue: 3
  year: 2009
  ident: 4288_CR38
  publication-title: Journal of Empirical Finance
  doi: 10.1016/j.jempfin.2008.10.005
– volume: 54
  start-page: 101277
  year: 2020
  ident: 4288_CR31
  publication-title: The North American Journal of Economics and Finance
  doi: 10.1016/j.najef.2020.101277
– volume: 11
  start-page: 817
  issue: 4
  year: 1998
  ident: 4288_CR43
  publication-title: The Review of Financial Studies
  doi: 10.1093/rfs/11.4.817
– volume: 57
  start-page: 2223
  issue: 5
  year: 2002
  ident: 4288_CR19
  publication-title: The Journal of Finance
  doi: 10.1111/0022-1082.00494
– volume-title: Fundamentals of Futures and Options Markets
  year: 2011
  ident: 4288_CR30
– volume: 56
  start-page: 854
  year: 1986
  ident: 4288_CR25
  publication-title: Physical Review Letters
  doi: 10.1103/PhysRevLett.56.854
– volume: 32
  start-page: 37
  year: 2012
  ident: 4288_CR51
  publication-title: Economic Bulletin
– volume: 7
  start-page: 35
  year: 2007
  ident: 4288_CR80
  publication-title: Res. Financ. Econ. Issues
– volume: 27
  start-page: 197
  year: 2002
  ident: 4288_CR1
  publication-title: The European Physical Journal B
– volume: 37
  start-page: 2665
  year: 2013
  ident: 4288_CR61
  publication-title: Journal of Banking & Finance
  doi: 10.1016/j.jbankfin.2013.03.020
– volume: 39
  start-page: 168
  year: 2014
  ident: 4288_CR62
  publication-title: Economic Modelling
  doi: 10.1016/j.econmod.2014.02.038
– volume: 444
  start-page: 667
  year: 2016
  ident: 4288_CR70
  publication-title: Physica a: Statistical Mechanics and Its Applications
  doi: 10.1016/j.physa.2015.10.065
– volume: 46
  start-page: 1839
  issue: 5
  year: 1991
  ident: 4288_CR28
  publication-title: The Journal of Finance
  doi: 10.1111/j.1540-6261.1991.tb04646.x
– volume: 58
  start-page: 283
  year: 2016
  ident: 4288_CR53
  publication-title: Economic Modelling
  doi: 10.1016/j.econmod.2016.05.024
– volume: 34
  start-page: 1886
  issue: 8
  year: 2010
  ident: 4288_CR6
  publication-title: Journal of Banking & Finance
  doi: 10.1016/j.jbankfin.2009.12.008
– volume: 100
  start-page: 84
  year: 2008
  ident: 4288_CR60
  publication-title: Physical Review Letters
  doi: 10.1103/PhysRevLett.100.084102
– volume: 28
  start-page: 4
  year: 2007
  ident: 4288_CR78
  publication-title: Gold
– volume: 163
  start-page: 2
  year: 2020
  ident: 4288_CR49
  publication-title: Bankers, Markets & Investors
  doi: 10.54695/bmi.163.4646
– volume: 89
  start-page: 023305
  issue: 2
  year: 2014
  ident: 4288_CR55
  publication-title: Physical Review E
  doi: 10.1103/PhysRevE.89.023305
– volume: 406
  start-page: 169
  year: 2014
  ident: 4288_CR41
  publication-title: Physica a: Statistical Mechanics and Its Applications
  doi: 10.1016/j.physa.2014.03.015
– volume: 28
  start-page: 535
  issue: 4
  year: 1993
  ident: 4288_CR44
  publication-title: Journal of Financial and Quantitative Analysis
  doi: 10.2307/2331164
– volume: 42
  start-page: 186
  year: 2016
  ident: 4288_CR4
  publication-title: International Review of Economics and Finance
  doi: 10.1016/j.iref.2015.08.006
– volume: 8
  start-page: 120
  issue: 3
  year: 2011
  ident: 4288_CR35
  publication-title: Finance Research Letters
  doi: 10.1016/j.frl.2011.01.001
– volume: 51
  start-page: 219
  year: 2017
  ident: 4288_CR45
  publication-title: Resources Policy
  doi: 10.1016/j.resourpol.2017.01.003
– volume: 52
  start-page: 201
  year: 2017
  ident: 4288_CR13
  publication-title: Resources Policy
  doi: 10.1016/j.resourpol.2017.03.003
– ident: 4288_CR32
  doi: 10.1007/s10479-020-03680-y
– volume: 48
  start-page: 1
  year: 2017
  ident: 4288_CR33
  publication-title: International Review of Economics and Finance
  doi: 10.1016/j.iref.2016.11.005
– volume: 373
  start-page: 253
  year: 1895
  ident: 4288_CR56
  publication-title: Philosophical Transactions A
– volume: 54
  start-page: 54
  year: 2016
  ident: 4288_CR27
  publication-title: Economic Modelling
  doi: 10.1016/j.econmod.2015.12.013
– volume: 30
  start-page: 606
  issue: 2
  year: 2008
  ident: 4288_CR26
  publication-title: Energy Economics
  doi: 10.1016/j.eneco.2007.09.004
– volume: 15
  start-page: 879
  year: 1996
  ident: 4288_CR69
  publication-title: Journal of International Money and Finance
  doi: 10.1016/S0261-5606(96)00045-9
– volume: 42
  start-page: 59
  issue: 1
  year: 1988
  ident: 4288_CR64
  publication-title: American Statistician
  doi: 10.2307/2685263
– volume: 51
  start-page: 3122
  issue: 29
  year: 2019
  ident: 4288_CR21
  publication-title: Applied Economics
  doi: 10.1080/00036846.2018.1564122
– volume: 159
  start-page: 120195
  year: 2020
  ident: 4288_CR71
  publication-title: Technological Forecasting and Social Change
  doi: 10.1016/j.techfore.2020.120195
– volume: 25
  start-page: 760
  issue: 5
  year: 2006
  ident: 4288_CR37
  publication-title: Journal of International Money and Finance
  doi: 10.1016/j.jimonfin.2006.04.003
– volume: 24
  start-page: 101
  issue: 1
  year: 2013
  ident: 4288_CR250
  publication-title: Open Economies Review
  doi: 10.1007/s11079-012-9257-1
– volume: 10
  start-page: 63
  year: 2016
  ident: 4288_CR7
  publication-title: Journal of Behavioral and Experimental Finance
  doi: 10.1016/j.jbef.2016.03.002
– volume: 52
  start-page: 358
  year: 2017
  ident: 4288_CR36
  publication-title: Resources Policy
  doi: 10.1016/j.resourpol.2017.04.001
– volume: 402
  start-page: 291
  year: 2014
  ident: 4288_CR40
  publication-title: Physica a: Statistical Mechanics and Its Applications.
  doi: 10.1016/j.physa.2014.01.058
– volume: 81
  start-page: 874
  year: 2019
  ident: 4288_CR76
  publication-title: Energy Economics
  doi: 10.1016/j.eneco.2019.05.015
– volume: 62
  start-page: 35
  issue: 1
  year: 2010
  ident: 4288_CR11
  publication-title: Journal of Economics and Business
  doi: 10.1016/j.jeconbus.2009.07.001
– volume: 48
  start-page: 16
  year: 2015
  ident: 4288_CR9
  publication-title: Economic Modelling
  doi: 10.1016/j.econmod.2014.10.044
– volume: 21
  start-page: 316
  issue: 2
  year: 2007
  ident: 4288_CR73
  publication-title: Research in International Business and Finance
  doi: 10.1016/j.ribaf.2006.07.001
– volume: 15
  start-page: 1137
  year: 2002
  ident: 4288_CR2
  publication-title: The Review of Financial Studies
  doi: 10.1093/rfs/15.4.1137
– volume: 92
  start-page: 052815
  year: 2015
  ident: 4288_CR46
  publication-title: Physical Review E
  doi: 10.1103/PhysRevE.92.052815
– volume: 87
  start-page: 3299
  issue: 10
  year: 2010
  ident: 4288_CR52
  publication-title: Applied Energy
  doi: 10.1016/j.apenergy.2010.03.020
– volume: 19
  start-page: 663
  year: 2019
  ident: 4288_CR10
  publication-title: Quantitative Finance
  doi: 10.1080/14697688.2018.1508879
– volume: 63
  start-page: 441
  year: 2013
  ident: 4288_CR16
  publication-title: Energy Policy
  doi: 10.1016/j.enpol.2013.09.029
– volume: 6
  start-page: 36759
  issue: 1
  year: 2016
  ident: 4288_CR58
  publication-title: Science and Reports
  doi: 10.1038/srep36759
– volume: 63
  start-page: 2899
  year: 2008
  ident: 4288_CR15
  publication-title: The Journal of Finance
  doi: 10.1111/j.1540-6261.2008.01416.x
– volume: 71
  start-page: 051101
  issue: 5
  year: 2005
  ident: 4288_CR77
  publication-title: Physical Review E
  doi: 10.1103/PhysRevE.71.051101
– volume: 214
  start-page: 55
  issue: 1
  year: 2006
  ident: 4288_CR81
  publication-title: Physica D Nonlinear Phenomena
  doi: 10.1016/j.physd.2005.12.004
– volume: 46
  start-page: 266
  year: 2016
  ident: 4288_CR20
  publication-title: International Review of Financial Analysis
  doi: 10.1016/j.irfa.2015.08.011
– volume: 82
  start-page: 011136
  issue: 1
  year: 2010
  ident: 4288_CR24
  publication-title: Physical Review E
  doi: 10.1103/PhysRevE.82.011136
– volume: 45
  start-page: 217
  year: 2010
  ident: 4288_CR5
  publication-title: Financial Review
  doi: 10.1111/j.1540-6288.2010.00244.x
– volume: 15
  start-page: 246
  year: 1886
  ident: 4288_CR22
  publication-title: The Journal of the Anthropological Institute of Great Britain and Ireland
  doi: 10.2307/2841583
– volume: 67
  start-page: 88
  year: 2017
  ident: 4288_CR48
  publication-title: Economic Modelling
  doi: 10.1016/j.econmod.2016.10.008
– volume: 33
  start-page: 118
  year: 2008
  ident: 4288_CR68
  publication-title: Resources Policy
  doi: 10.1016/j.resourpol.2007.10.002
– volume: 71
  start-page: 273
  year: 2018
  ident: 4288_CR66
  publication-title: Energy Economics
  doi: 10.1016/j.eneco.2018.02.022
– volume: 392
  start-page: 6484
  issue: 24
  year: 2013
  ident: 4288_CR39
  publication-title: Physica a: Statistical Mechanics and Its Applications
  doi: 10.1016/j.physa.2013.08.041
– volume: 11
  start-page: 107
  year: 1984
  ident: 4288_CR8
  publication-title: Journal of Business Finance & Accounting
  doi: 10.1111/j.1468-5957.1984.tb00061.x
– ident: 4288_CR18
  doi: 10.1093/oso/9780198283393.001.0001
– volume: 382
  start-page: 9
  year: 2007
  ident: 4288_CR3
  publication-title: Physica a: Statistical Mechanics and Its Applications
  doi: 10.1016/j.physa.2007.02.074
– volume: 96
  start-page: 116
  year: 1988
  ident: 4288_CR12
  publication-title: Journal of Political Economy
  doi: 10.1086/261527
– volume: 2
  start-page: 835
  year: 2012
  ident: 4288_CR67
  publication-title: Science and Reports
  doi: 10.1038/srep00835
– volume: 77
  start-page: 635
  issue: 4
  year: 1996
  ident: 4288_CR65
  publication-title: Physical Review Letters
  doi: 10.1103/PhysRevLett.77.635
– volume: 50
  start-page: 193
  year: 2017
  ident: 4288_CR42
  publication-title: Communications in Nonlinear Science and Numerical Simulation
  doi: 10.1016/j.cnsns.2017.02.018
– volume: 7
  start-page: 77
  year: 1952
  ident: 4288_CR50
  publication-title: The Journal of Finance
– volume: 28
  start-page: 806
  issue: 3
  year: 2011
  ident: 4288_CR75
  publication-title: Economic Modelling
  doi: 10.1016/j.econmod.2010.10.008
– volume: 37
  start-page: 3906
  issue: 10
  year: 2009
  ident: 4288_CR47
  publication-title: Energy Policy
  doi: 10.1016/j.enpol.2009.05.013
– volume: 336
  start-page: 521
  issue: 3–4
  year: 2004
  ident: 4288_CR14
  publication-title: Physica a: Statistical Mechanics and Its Applications
  doi: 10.1016/j.physa.2003.12.031
– ident: 4288_CR72
  doi: 10.1016/j.eneco.2020.104748
– volume: 5
  start-page: 82
  year: 1995
  ident: 4288_CR57
  publication-title: Chaos
  doi: 10.1063/1.166141
SSID ssj0001185
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Snippet We investigate gold’s role as a hedge or safe haven against oil price and currency movements across calm and extreme market conditions. For the empirical...
We investigate gold's role as a hedge or safe haven against oil price and currency movements across calm and extreme market conditions. For the empirical...
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proquest
gale
pubmed
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SourceType Open Access Repository
Aggregation Database
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Enrichment Source
Publisher
StartPage 367
SubjectTerms Analysis
Asset allocation
Business and Management
Combinatorics
Econometrics
Economic aspects
Empirical analysis
Foreign exchange market
Gold
Hedging
Hedging (Finance)
Investments
Operations research
Operations Research/Decision Theory
Original Research
Petroleum
Portfolio management
Securities markets
Sovereign debt
Supply and demand
Theory of Computation
Time dependence
Time series
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Title Is gold a hedge or safe haven against oil and currency market movements? A revisit using multifractal approach
URI https://link.springer.com/article/10.1007/s10479-021-04288-6
https://www.ncbi.nlm.nih.gov/pubmed/34751200
https://www.proquest.com/docview/2675830630
https://www.proquest.com/docview/2595568241
https://pubmed.ncbi.nlm.nih.gov/PMC8566682
Volume 313
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