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Volumn 428, Issue , 2015, Pages 194-205

Power-law correlations in finance-related Google searches, and their cross-correlations with volatility and traded volume: Evidence from the Dow Jones Industrial components

Author keywords

Cross correlations; Google Trends; Long term memory; Online searches; Traded volume; Volatility

Indexed keywords

COMMERCE; FINANCIAL MARKETS; ONLINE SEARCHING;

EID: 84923807398     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physa.2015.02.057     Document Type: Article
Times cited : (41)

References (68)
  • 1
    • 77949654222 scopus 로고    scopus 로고
    • Internet monitoring of suicide risk in the population
    • M.J. McCarthy Internet monitoring of suicide risk in the population J. Affect. Disord. 122 2010 277 279
    • (2010) J. Affect. Disord. , vol.122 , pp. 277-279
    • McCarthy, M.J.1
  • 2
    • 82355186225 scopus 로고    scopus 로고
    • Surveillance of Australian suicidal behaviour using the Internet?
    • A. Page, S.-S. Chang, and D. Gunnell Surveillance of Australian suicidal behaviour using the Internet? Aust. N. Z. J. Psychiatry 45 2011 1020 1022
    • (2011) Aust. N. Z. J. Psychiatry , vol.45 , pp. 1020-1022
    • Page, A.1    Chang, S.-S.2    Gunnell, D.3
  • 3
    • 79959655973 scopus 로고    scopus 로고
    • Does the volume of Internet searches using suicide-related search terms influence the suicide death rate: Data from 2004 to 2009 in Japan
    • H. Sueki Does the volume of Internet searches using suicide-related search terms influence the suicide death rate: data from 2004 to 2009 in Japan Psychiatry Clin. Neurosci. 65 2011 392 394
    • (2011) Psychiatry Clin. Neurosci. , vol.65 , pp. 392-394
    • Sueki, H.1
  • 4
    • 79958102365 scopus 로고    scopus 로고
    • Association of Internet search trends with suicide death in Taipei City, Taiwan, 2004-2009
    • A.C. Yang, S.-J. Tsa, N.E. Huang, and C.-K. Peng Association of Internet search trends with suicide death in Taipei City, Taiwan, 2004-2009 J. Affect. Disord. 132 2011 179 184
    • (2011) J. Affect. Disord. , vol.132 , pp. 179-184
    • Yang, A.C.1    Tsa, S.-J.2    Huang, N.E.3    Peng, C.-K.4
  • 5
    • 84861695285 scopus 로고    scopus 로고
    • Internet suicide searches and the incidence of suicide in young people in Japan
    • A. Hagihara, S. Miyazaki, and T. Abe Internet suicide searches and the incidence of suicide in young people in Japan Eur. Arch. Psychiatry Clin. Neurosci. 262 2012 39 46
    • (2012) Eur. Arch. Psychiatry Clin. Neurosci. , vol.262 , pp. 39-46
    • Hagihara, A.1    Miyazaki, S.2    Abe, T.3
  • 6
    • 84878663872 scopus 로고    scopus 로고
    • Google search patterns suggest declining interest in the environment
    • M.L. McCallum, and G.W. Bury Google search patterns suggest declining interest in the environment Biodiversity Cons. 22 2013 1355 1367
    • (2013) Biodiversity Cons. , vol.22 , pp. 1355-1367
    • McCallum, M.L.1    Bury, G.W.2
  • 7
    • 84895789288 scopus 로고    scopus 로고
    • Public interest in the environment is falling: A response to Ficetola (2013)
    • M.L. McCallum, and G.W. Bury Public interest in the environment is falling: a response to Ficetola (2013) Biodiversity Cons. 23 2014 1057 1062
    • (2014) Biodiversity Cons. , vol.23 , pp. 1057-1062
    • McCallum, M.L.1    Bury, G.W.2
  • 8
    • 84886607178 scopus 로고    scopus 로고
    • Is interest toward the environment really declining? the complexity of analysing trends using internet search data
    • G.F. Ficetola Is interest toward the environment really declining? the complexity of analysing trends using internet search data Biodiversity Cons. 22 2013 2983 2988
    • (2013) Biodiversity Cons. , vol.22 , pp. 2983-2988
    • Ficetola, G.F.1
  • 11
    • 60549098239 scopus 로고    scopus 로고
    • Detecting influenza epidemics using search engine query data
    • Jeremy Ginsberg, Matthew H. Mohebbi, Rajan S. Patel, Lynnette Brammer, Mark S. Smolinski, and Larry Brilliant Detecting influenza epidemics using search engine query data Nature 457 7232 2009 1012 1014
    • (2009) Nature , vol.457 , Issue.7232 , pp. 1012-1014
    • Ginsberg, J.1    Mohebbi, M.H.2    Patel, R.S.3    Brammer, L.4    Smolinski, M.S.5    Brilliant, L.6
  • 12
    • 72849140260 scopus 로고    scopus 로고
    • Google trends: A web-based tool for real-time surveillance of disease outbreaks
    • H.A. Carneiro, and E. Mylonakis Google trends: a web-based tool for real-time surveillance of disease outbreaks Clin. Infect. Dis. 49 2009 1557 1564
    • (2009) Clin. Infect. Dis. , vol.49 , pp. 1557-1564
    • Carneiro, H.A.1    Mylonakis, E.2
  • 13
    • 77953036712 scopus 로고    scopus 로고
    • The utility of "google Trends" for epidemiological research: Lyme disease as an example
    • A. Seifter, A. Schwarzwalder, K. Geis, and J. Aucott The utility of "Google Trends" for epidemiological research: Lyme disease as an example Geospatial Health 4 2010 135 137
    • (2010) Geospatial Health , vol.4 , pp. 135-137
    • Seifter, A.1    Schwarzwalder, A.2    Geis, K.3    Aucott, J.4
  • 16
    • 84903318422 scopus 로고    scopus 로고
    • Google Trends: Is it a real tool to predict the future of bariatric surgery or merely a marketing landmine?
    • D.A. Telem, and A.D. Pryor Google Trends: is it a real tool to predict the future of bariatric surgery or merely a marketing landmine? Surg. Obes. Relat. Dis. 10 2014 538 539
    • (2014) Surg. Obes. Relat. Dis. , vol.10 , pp. 538-539
    • Telem, D.A.1    Pryor, A.D.2
  • 18
    • 84867809678 scopus 로고    scopus 로고
    • Social media and the elections
    • P.T. Metaxas, and E. Mustafaraj Social media and the elections Science 338 2012 472 473
    • (2012) Science , vol.338 , pp. 472-473
    • Metaxas, P.T.1    Mustafaraj, E.2
  • 21
    • 78650472010 scopus 로고    scopus 로고
    • Complex dynamics of our economic life on different scales: Insights from search engine query data
    • T. Preis, D. Reith, and H.E. Stanley Complex dynamics of our economic life on different scales: insights from search engine query data Philos. Trans. R. Soc. A 368 2010 5707 5719
    • (2010) Philos. Trans. R. Soc. A , vol.368 , pp. 5707-5719
    • Preis, T.1    Reith, D.2    Stanley, H.E.3
  • 22
    • 77955095885 scopus 로고    scopus 로고
    • The determinants of international investment and attention allocation: Using internet search query data
    • Jordi Mondria, Thomas Wu, and Yi Zhang The determinants of international investment and attention allocation: using internet search query data J. Int. Econ. 82 1 2010 85 95
    • (2010) J. Int. Econ. , vol.82 , Issue.1 , pp. 85-95
    • Mondria, J.1    Wu, T.2    Zhang, Y.3
  • 24
    • 80051910691 scopus 로고    scopus 로고
    • Forecasting private consumption: Survey-based indicators vs. Google trends
    • S. Vosen, and T. Schmidt Forecasting private consumption: survey-based indicators vs. google trends J. Forecast. 30 6 2011 565 578
    • (2011) J. Forecast. , vol.30 , Issue.6 , pp. 565-578
    • Vosen, S.1    Schmidt, T.2
  • 25
    • 84864111122 scopus 로고    scopus 로고
    • Investor information demand: Evidence from google searches around earnings announcements
    • M.S. Drake, D.T. Roulstone, and J.R. Thornock Investor information demand: evidence from google searches around earnings announcements J. Accoun. Res. 50 4 2012 1001 1040
    • (2012) J. Accoun. Res. , vol.50 , Issue.4 , pp. 1001-1040
    • Drake, M.S.1    Roulstone, D.T.2    Thornock, J.R.3
  • 26
    • 79960725534 scopus 로고    scopus 로고
    • Google search volume and its influence on liquidity and returns of German stocks
    • M. Bank, M. Larch, and G. Peter Google search volume and its influence on liquidity and returns of German stocks Financ. Mark, Portf. Manag. 25 2011 239 264
    • (2011) Financ. Mark, Portf. Manag. , vol.25 , pp. 239-264
    • Bank, M.1    Larch, M.2    Peter, G.3
  • 28
    • 84859650045 scopus 로고    scopus 로고
    • Information demand and stock market volatility
    • N. Vlastakis, and R.N. Markellos Information demand and stock market volatility J. Bank. Financ. 36 2012 1808 1821
    • (2012) J. Bank. Financ. , vol.36 , pp. 1808-1821
    • Vlastakis, N.1    Markellos, R.N.2
  • 29
    • 84865399756 scopus 로고    scopus 로고
    • Measuring economic uncertainty and its impact on the stock market
    • M. Dzielinski Measuring economic uncertainty and its impact on the stock market Finance Res. Lett. 9 2012 167 175
    • (2012) Finance Res. Lett. , vol.9 , pp. 167-175
    • Dzielinski, M.1
  • 31
    • 84877731107 scopus 로고    scopus 로고
    • Quantifying trading behavior in financial markets using Google Trends
    • T. Preis, H.S. Moat, and H. Eugene Stanley Quantifying trading behavior in financial markets using Google Trends Sci. Rep. 3 2013 1684
    • (2013) Sci. Rep. , vol.3 , pp. 1684
    • Preis, T.1    Moat, H.S.2    Eugene Stanley, H.3
  • 32
    • 84884625701 scopus 로고    scopus 로고
    • Can Google Trends search queries contribute to risk diversification?
    • L. Kristoufek Can Google Trends search queries contribute to risk diversification? Sci. Rep. 3 2013 2713
    • (2013) Sci. Rep. , vol.3 , pp. 2713
    • Kristoufek, L.1
  • 33
    • 84890196073 scopus 로고    scopus 로고
    • Bitcoin meets Google Trends and Wikipedia: Quantifying the relationship between phenomena of the Internet era
    • L. Kristoufek Bitcoin meets Google Trends and Wikipedia: quantifying the relationship between phenomena of the Internet era Sci. Rep. 3 2013 3415
    • (2013) Sci. Rep. , vol.3 , pp. 3415
    • Kristoufek, L.1
  • 35
    • 84905986134 scopus 로고    scopus 로고
    • Quantifying the semantics of search behavior before stock market moves
    • C. Curme, T. Preis, H.E. Stanley, and H.S. Moat Quantifying the semantics of search behavior before stock market moves Proc. Natl. Acad. Sci. USA 111 2014 11600 11605
    • (2014) Proc. Natl. Acad. Sci. USA , vol.111 , pp. 11600-11605
    • Curme, C.1    Preis, T.2    Stanley, H.E.3    Moat, H.S.4
  • 36
    • 85008848771 scopus 로고    scopus 로고
    • Empirical properties of asset returns: Stylized facts and statistical issues
    • R. Cont Empirical properties of asset returns: stylized facts and statistical issues Quant. Finance 1 2 2001 223 236
    • (2001) Quant. Finance , vol.1 , Issue.2 , pp. 223-236
    • Cont, R.1
  • 37
    • 0344547293 scopus 로고    scopus 로고
    • Forecasting volatility in financial markets: A review
    • S.-H. Poon, and C. Granger Forecasting volatility in financial markets: a review J. Econ. Lit. 41 2003 478 539
    • (2003) J. Econ. Lit. , vol.41 , pp. 478-539
    • Poon, S.-H.1    Granger, C.2
  • 38
    • 13844298055 scopus 로고    scopus 로고
    • Practical issues in forecasting volatility
    • S.-H. Poon, and C. Granger Practical issues in forecasting volatility Financ. Anal. J. 61 1 2005 45 56
    • (2005) Financ. Anal. J. , vol.61 , Issue.1 , pp. 45-56
    • Poon, S.-H.1    Granger, C.2
  • 39
    • 0000759022 scopus 로고
    • Long term storage capacity of reservoirs
    • H.E. Hurst Long term storage capacity of reservoirs Trans. Am. Soc. Eng. 116 1951 770 799
    • (1951) Trans. Am. Soc. Eng. , vol.116 , pp. 770-799
    • Hurst, H.E.1
  • 40
    • 0003502960 scopus 로고
    • Monographs on Statistics and Applied Probability Chapman and Hall New York
    • J. Beran Statistics for Long-Memory Processes Monographs on Statistics and Applied Probability vol. 61 1994 Chapman and Hall New York
    • (1994) Statistics for Long-Memory Processes , vol.61
    • Beran, J.1
  • 42
    • 0000140166 scopus 로고
    • Long-term memory in stock market prices
    • A. Lo Long-term memory in stock market prices Econometrica 59 5 1991 1279 1313
    • (1991) Econometrica , vol.59 , Issue.5 , pp. 1279-1313
    • Lo, A.1
  • 43
    • 0012223897 scopus 로고    scopus 로고
    • Rescaled variance and related tests for long memory in volatility and levels
    • L. Giraitis, P. Kokoszka, R. Leipus, and G. Teyssiere Rescaled variance and related tests for long memory in volatility and levels J. Econometrics 112 2003 265 294
    • (2003) J. Econometrics , vol.112 , pp. 265-294
    • Giraitis, L.1    Kokoszka, P.2    Leipus, R.3    Teyssiere, G.4
  • 45
    • 0034724717 scopus 로고    scopus 로고
    • Post-blackening for modeling dependent annual streamflows
    • V. Srinivas, and K. Srinivasan Post-blackening for modeling dependent annual streamflows J. Hydrol. 230 2000 86 126
    • (2000) J. Hydrol. , vol.230 , pp. 86-126
    • Srinivas, V.1    Srinivasan, K.2
  • 46
    • 0027605271 scopus 로고
    • Finite-size effects on long-range correlations: Implications for analyzing DNA sequences
    • C. Peng, S. Buldyrev, A. Goldberger, S. Havlin, M. Simons, and H. Stanley Finite-size effects on long-range correlations: implications for analyzing DNA sequences Phys. Rev. E 47 5 1993 3730 3733
    • (1993) Phys. Rev. e , vol.47 , Issue.5 , pp. 3730-3733
    • Peng, C.1    Buldyrev, S.2    Goldberger, A.3    Havlin, S.4    Simons, M.5    Stanley, H.6
  • 50
    • 77955303263 scopus 로고    scopus 로고
    • On Hurst exponent estimation under heavy-tailed distributions
    • J. Barunik, and L. Kristoufek On Hurst exponent estimation under heavy-tailed distributions Physica A 389 18 2010 3844 3855
    • (2010) Physica A , vol.389 , Issue.18 , pp. 3844-3855
    • Barunik, J.1    Kristoufek, L.2
  • 51
    • 78650781569 scopus 로고    scopus 로고
    • DCCA cross-correlation coefficient: Quantifying level of cross-correlation
    • G.F. Zebende DCCA cross-correlation coefficient: quantifying level of cross-correlation Physica A 390 2011 614 618
    • (2011) Physica A , vol.390 , pp. 614-618
    • Zebende, G.F.1
  • 52
    • 40849127187 scopus 로고    scopus 로고
    • Detrended cross-correlation analysis: A new method for analyzing two nonstationary time series
    • B. Podobnik, and H.E. Stanley Detrended cross-correlation analysis: a new method for analyzing two nonstationary time series Phys. Rev. Lett. 100 2008 084102
    • (2008) Phys. Rev. Lett. , vol.100 , pp. 084102
    • Podobnik, B.1    Stanley, H.E.2
  • 53
    • 45849138178 scopus 로고    scopus 로고
    • Multifractal detrended cross-correlation analysis for two nonstationary signals
    • W.-X. Zhou Multifractal detrended cross-correlation analysis for two nonstationary signals Phys. Rev. E 77 6 2008 066211
    • (2008) Phys. Rev. e , vol.77 , Issue.6 , pp. 066211
    • Zhou, W.-X.1
  • 54
    • 79961102084 scopus 로고    scopus 로고
    • Multifractal detrending moving average cross-correlation analysis
    • Z.-Q. Jiang, and W.-X. Zhou Multifractal detrending moving average cross-correlation analysis Phys. Rev. E 84 1 2011 016106
    • (2011) Phys. Rev. e , vol.84 , Issue.1 , pp. 016106
    • Jiang, Z.-Q.1    Zhou, W.-X.2
  • 55
    • 84894589608 scopus 로고    scopus 로고
    • Measuring correlations between non-stationary series with DCCA coefficient
    • L. Kristoufek Measuring correlations between non-stationary series with DCCA coefficient Physica A 402 2014 291 298
    • (2014) Physica A , vol.402 , pp. 291-298
    • Kristoufek, L.1
  • 56
    • 78649325837 scopus 로고    scopus 로고
    • Nonlinear bivariate dependency of price-volume relationships in agricultural commodity futures markets: A perspective from multifractal detrended cross-correlation analysis
    • L.-Y. He, and S.-P. Chen Nonlinear bivariate dependency of price-volume relationships in agricultural commodity futures markets: a perspective from multifractal detrended cross-correlation analysis Physica A 390 2011 297 308
    • (2011) Physica A , vol.390 , pp. 297-308
    • He, L.-Y.1    Chen, S.-P.2
  • 57
    • 79957696620 scopus 로고    scopus 로고
    • Multifractal detrended cross-correlation analysis of agricultural futures markets
    • L.-Y. He, and S.-P. Chen Multifractal detrended cross-correlation analysis of agricultural futures markets Chaos Solitons Fractals 44 2011 355 361
    • (2011) Chaos Solitons Fractals , vol.44 , pp. 355-361
    • He, L.-Y.1    Chen, S.-P.2
  • 58
    • 84886585096 scopus 로고    scopus 로고
    • Detrended cross-correlation analysis approach for assessing asymmetric multifractal detrended cross-correlations and their application to the chinese financial market
    • J. Cao, G. ad Cao, L. Xu, and L.-Y. He Detrended cross-correlation analysis approach for assessing asymmetric multifractal detrended cross-correlations and their application to the chinese financial market Physica A 393 2014 460 469
    • (2014) Physica A , vol.393 , pp. 460-469
    • Cao, J.1    Ad Cao, G.2    Xu, L.3    He, L.-Y.4
  • 59
    • 84896506915 scopus 로고    scopus 로고
    • Detrended minimum-variance hedge ratio: A new method for hedge ratio at different time scales
    • G.-J. Wang, C. Xie, L.-Y. He, and S. Chen Detrended minimum-variance hedge ratio: a new method for hedge ratio at different time scales Physica A 405 2014 70 79
    • (2014) Physica A , vol.405 , pp. 70-79
    • Wang, G.-J.1    Xie, C.2    He, L.-Y.3    Chen, S.4
  • 60
    • 84897552579 scopus 로고    scopus 로고
    • Detrending moving-average cross-correlation coefficient: Measuring cross-correlations between non-stationary series
    • L. Kristoufek Detrending moving-average cross-correlation coefficient: measuring cross-correlations between non-stationary series Physica A 406 2014 169 175
    • (2014) Physica A , vol.406 , pp. 169-175
    • Kristoufek, L.1
  • 61
    • 0000541246 scopus 로고    scopus 로고
    • Crossing of two mobile averages: A method for measuring the roughness exponent
    • N. Vandewalle, and M. Ausloos Crossing of two mobile averages: A method for measuring the roughness exponent Phys. Rev. E 58 1998 6832 6834
    • (1998) Phys. Rev. e , vol.58 , pp. 6832-6834
    • Vandewalle, N.1    Ausloos, M.2
  • 62
    • 0041963070 scopus 로고    scopus 로고
    • Second-order moving average and scaling of stochastic time series
    • E. Alessio, A. Carbone, G. Castelli, and V. Frappietro Second-order moving average and scaling of stochastic time series Eur. Phys. J. B 27 2002 197 200
    • (2002) Eur. Phys. J. B , vol.27 , pp. 197-200
    • Alessio, E.1    Carbone, A.2    Castelli, G.3    Frappietro, V.4
  • 63
    • 65449120708 scopus 로고    scopus 로고
    • Cross-correlation of long-range correlated series
    • S. Arianos, and A. Carbone Cross-correlation of long-range correlated series J. Stat. Mech. Theory Exp. 3 2009 P03037
    • (2009) J. Stat. Mech. Theory Exp. , vol.3 , pp. P03037
    • Arianos, S.1    Carbone, A.2
  • 64
    • 80054916621 scopus 로고    scopus 로고
    • A new approach to quantify power-law cross-correlation and its application to commodity markets
    • L.-Y. He, and S.-P. Chen A new approach to quantify power-law cross-correlation and its application to commodity markets Physica A 390 2011 3806 3814
    • (2011) Physica A , vol.390 , pp. 3806-3814
    • He, L.-Y.1    Chen, S.-P.2
  • 65
    • 0041322668 scopus 로고    scopus 로고
    • Scaling properties of long-range correlated noisy signals: Application to financial markets
    • A. Carbone, and G. Castelli Scaling properties of long-range correlated noisy signals: application to financial markets Proc. SPIE 5114 2003 406 414
    • (2003) Proc. SPIE , vol.5114 , pp. 406-414
    • Carbone, A.1    Castelli, G.2
  • 66
    • 44049111332 scopus 로고
    • Testing for nonlinearity in time series: The method of surrogate data
    • J. Theiler, S. Eubank, A. Longtin, B. Galdrikian, and J.D. Farmer Testing for nonlinearity in time series: the method of surrogate data Physica D 58 1992 77 94
    • (1992) Physica D , vol.58 , pp. 77-94
    • Theiler, J.1    Eubank, S.2    Longtin, A.3    Galdrikian, B.4    Farmer, J.D.5
  • 67
    • 0002044433 scopus 로고
    • On the estimation of security price volatilities from historical data
    • M.B. Garman, and M.J. Klass On the estimation of security price volatilities from historical data J. Business 53 1980 67 78
    • (1980) J. Business , vol.53 , pp. 67-78
    • Garman, M.B.1    Klass, M.J.2


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