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Volumn 18, Issue 7, 2015, Pages

COUPLED NETWORK APPROACH TO PREDICTABILITY OF FINANCIAL MARKET RETURNS AND NEWS SENTIMENTS

Author keywords

logistic regression; News sentiments; singular value decomposition; time series analysis

Indexed keywords


EID: 84947486851     PISSN: 02190249     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0219024915500430     Document Type: Article
Times cited : (24)

References (35)
  • 1
    • 0242345456 scopus 로고    scopus 로고
    • Micro effects on macro announcements: Real-time price discovery in foreign exchange
    • T. G. Anderson, T. Bollerslev, F. X. Diebold & C. Vega (2003) Micro effects on macro announcements: Real-time price discovery in foreign exchange, American Economic Review 93, 36-82.
    • (2003) American Economic Review , vol.93 , pp. 36-82
    • Anderson, T.G.1    Bollerslev, T.2    Diebold, F.X.3    Vega, C.4
  • 4
    • 0002742759 scopus 로고
    • An empirical evaluation of accounting income numbers
    • R. Ball & P. Brown (1968) An empirical evaluation of accounting income numbers, Journal of Accounting Research 6, 159-178.
    • (1968) Journal of Accounting Research , vol.6 , pp. 159-178
    • Ball, R.1    Brown, P.2
  • 5
    • 84977734114 scopus 로고
    • The intertemporal relation between U.S. and Japanese stock markets
    • K. G. Becker, J. E. Finnerty & M. Gupta (1990) The intertemporal relation between U.S. and Japanese stock markets, The Journal of Finance 45, 1297-1306.
    • (1990) The Journal of Finance , vol.45 , pp. 1297-1306
    • Becker, K.G.1    Finnerty, J.E.2    Gupta, M.3
  • 6
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: A practical and powerful approach to multiple testing
    • (Methodological)
    • Y. Benjamini & Y. Hochberg (1995) Controlling the false discovery rate: A practical and powerful approach to multiple testing, Journal of the Royal Statistical Society: Series B (Methodological) 57, 289-300.
    • (1995) Journal of the Royal Statistical Society: Series B , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 8
    • 0031191630 scopus 로고    scopus 로고
    • The use of the area under the ROC curve in the evaluation of machine learning algorithms
    • A. Bradley (1997) The use of the area under the ROC curve in the evaluation of machine learning algorithms, Pattern Recognition 30, 1145-1159.
    • (1997) Pattern Recognition , vol.30 , pp. 1145-1159
    • Bradley, A.1
  • 10
    • 0003882879 scopus 로고    scopus 로고
    • USA: American Mathematical Society
    • F. Chung (1997) Spectral Graph Theory. USA: American Mathematical Society.
    • (1997) Spectral Graph Theory
    • Chung, F.1
  • 13
    • 57749109009 scopus 로고    scopus 로고
    • Measuring financial asset return and volatility spillovers, with application to global equity markets
    • F. X. Diebold & K. Yilmaz (2009) Measuring financial asset return and volatility spillovers, with application to global equity markets, The Economic Journal 119, 158-171.
    • (2009) The Economic Journal , vol.119 , pp. 158-171
    • Diebold, F.X.1    Yilmaz, K.2
  • 16
    • 0000480869 scopus 로고
    • Efficient capital markets: A review of theory and empirical work
    • E. F. Fama (1970) Efficient capital markets: A review of theory and empirical work, The Journal of Finance 25, 383-417.
    • (1970) The Journal of Finance , vol.25 , pp. 383-417
    • Fama, E.F.1
  • 17
    • 84865730611 scopus 로고
    • A set of measures of centrality based on betweenness
    • L. Freeman (1977) A set of measures of centrality based on betweenness, Sociometry 40, 35-41.
    • (1977) Sociometry , vol.40 , pp. 35-41
    • Freeman, L.1
  • 18
    • 85040428425 scopus 로고    scopus 로고
    • Who moves the Asia-pacific stock markets - US or Japan? Empirical evidence based on the theory of cointegration
    • A. Ghosh, R. Saidi & K. H. Johnson (1999) Who moves the Asia-Pacific stock markets - US or Japan? Empirical evidence based on the theory of cointegration, The Financial Review 34, 159-169.
    • (1999) The Financial Review , vol.34 , pp. 159-169
    • Ghosh, A.1    Saidi, R.2    Johnson, K.H.3
  • 20
    • 0000351727 scopus 로고
    • Investigating causal relations by econometric models and crossspectral methods
    • C. W. J. Granger (1969) Investigating causal relations by econometric models and crossspectral methods, Econometrica 37, 424-438.
    • (1969) Econometrica , vol.37 , pp. 424-438
    • Granger, C.W.J.1
  • 21
    • 0001698432 scopus 로고
    • Correlations in price changes and volatility across international stock markets
    • Y. Hamao, R. W. Masulis & V. Ng (1990) Correlations in price changes and volatility across international stock markets, The Review of Financial Studies 3, 281-307.
    • (1990) The Review of Financial Studies , vol.3 , pp. 281-307
    • Hamao, Y.1    Masulis, R.W.2    Ng, V.3
  • 23
    • 70350674995 scopus 로고
    • On the shortest spanning subtree of a graph and the traveling salesman problem
    • J. B. Kruskal (1956) On the shortest spanning subtree of a graph and the traveling salesman problem, Proceedings of the American Mathematical Society 7, 48-50.
    • (1956) Proceedings of the American Mathematical Society , vol.7 , pp. 48-50
    • Kruskal, J.B.1
  • 24
    • 0000119298 scopus 로고    scopus 로고
    • Hierarchical structure in financial markets
    • R. N. Mantegna (1999) Hierarchical structure in financial markets, The European Physical Journal B 11, 193-197, http://arxiv.org/pdf/cond-mat/9802256.pdf.
    • (1999) The European Physical Journal B , vol.11 , pp. 193-197
    • Mantegna, R.N.1
  • 26
    • 84947501712 scopus 로고    scopus 로고
    • Thomson Reuters Market Psych Indices (TRMI). MarketPsych (2013), https://www.marketpsych.com/data/.
    • (2013) MarketPsych
  • 28
    • 84897756318 scopus 로고    scopus 로고
    • To lag or not to lag? How to compare indices of stock markets that operate at different times
    • L. Sandoval (2014) To lag or not to lag? How to compare indices of stock markets that operate at different times, Physica A 403, 227-243.
    • (2014) Physica A , vol.403 , pp. 227-243
    • Sandoval, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.