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Volumn 23, Issue 1, 2007, Pages 115-126

Non-linear forecasting of stock returns: Does volume help?

Author keywords

Forecasting; LSTR model; Stock market returns; Volume

Indexed keywords


EID: 33847183161     PISSN: 01692070     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijforecast.2006.06.002     Document Type: Article
Times cited : (32)

References (42)
  • 1
    • 0142046240 scopus 로고    scopus 로고
    • Market liquidity as a sentiment indicator
    • Baker M., and Stein J. Market liquidity as a sentiment indicator. NBER Working Paper (2002)
    • (2002) NBER Working Paper
    • Baker, M.1    Stein, J.2
  • 5
    • 84993865825 scopus 로고
    • Market statistics and technical analysis: The role of volume
    • Blume L., Easley D., and O'Hara M. Market statistics and technical analysis: The role of volume. Journal of Finance 49 (1994) 153-181
    • (1994) Journal of Finance , vol.49 , pp. 153-181
    • Blume, L.1    Easley, D.2    O'Hara, M.3
  • 6
    • 0000069353 scopus 로고    scopus 로고
    • Alternative factor specifications, security characteristics, and the cross-section of expected stock returns
    • Brennan M., Chordia T., and Subrahmanyam A. Alternative factor specifications, security characteristics, and the cross-section of expected stock returns. Journal of Financial Economics 49 (1998) 345-373
    • (1998) Journal of Financial Economics , vol.49 , pp. 345-373
    • Brennan, M.1    Chordia, T.2    Subrahmanyam, A.3
  • 7
    • 0000537884 scopus 로고    scopus 로고
    • Linear and nonlinear (non-)forecastability of high-frequency exchange rates
    • Brooks C. Linear and nonlinear (non-)forecastability of high-frequency exchange rates. Journal of Forecasting 16 (1997) 125-145
    • (1997) Journal of Forecasting , vol.16 , pp. 125-145
    • Brooks, C.1
  • 9
    • 84977709173 scopus 로고
    • Predictable stock returns in the United States and Japan: A study of long-term capital integration
    • Campbell J.Y., and Hamao Y. Predictable stock returns in the United States and Japan: A study of long-term capital integration. Journal of Finance 47 (1992) 43-67
    • (1992) Journal of Finance , vol.47 , pp. 43-67
    • Campbell, J.Y.1    Hamao, Y.2
  • 11
    • 21144465257 scopus 로고
    • Consistency and limiting distribution of the least squares estimator of a threshold autoregressive model
    • Chan K.S. Consistency and limiting distribution of the least squares estimator of a threshold autoregressive model. Annals of Statistics 21 (1993) 520-533
    • (1993) Annals of Statistics , vol.21 , pp. 520-533
    • Chan, K.S.1
  • 12
    • 0033468778 scopus 로고    scopus 로고
    • A Monte Carlo study of the forecasting performance of empirical SETAR models
    • Clements M.P., and Smith J. A Monte Carlo study of the forecasting performance of empirical SETAR models. Journal of Applied Econometrics 14 (1999) 123-142
    • (1999) Journal of Applied Econometrics , vol.14 , pp. 123-142
    • Clements, M.P.1    Smith, J.2
  • 13
    • 0038513086 scopus 로고    scopus 로고
    • Nonlinearities in excess foreign exchange returns
    • Coakley J., and Fuertes A.M. Nonlinearities in excess foreign exchange returns. The Manchester School 69 (2001) 623-642
    • (2001) The Manchester School , vol.69 , pp. 623-642
    • Coakley, J.1    Fuertes, A.M.2
  • 14
    • 84977708733 scopus 로고
    • Production-based asset pricing and the link between stock returns and economic fluctuations
    • Cochrane J.H. Production-based asset pricing and the link between stock returns and economic fluctuations. Journal of Finance 46 (1991) 209-238
    • (1991) Journal of Finance , vol.46 , pp. 209-238
    • Cochrane, J.H.1
  • 15
    • 84993917296 scopus 로고
    • Volume and autocovariances in short-horizon individual security returns
    • Conrad J., Hameed A., and Niden C. Volume and autocovariances in short-horizon individual security returns. Journal of Finance 49 (1994) 1305-1329
    • (1994) Journal of Finance , vol.49 , pp. 1305-1329
    • Conrad, J.1    Hameed, A.2    Niden, C.3
  • 17
    • 38249010382 scopus 로고
    • Some recent developments in non-linear time series modelling, testing and forecasting
    • De Gooijer J.G., and Kumar K. Some recent developments in non-linear time series modelling, testing and forecasting. International Journal of Forecasting 8 (1992) 135-156
    • (1992) International Journal of Forecasting , vol.8 , pp. 135-156
    • De Gooijer, J.G.1    Kumar, K.2
  • 18
    • 0032345729 scopus 로고    scopus 로고
    • Unit-roots tests and asymmetric adjustment with an example using the term structure of interest rates
    • Enders W., and Granger C.W.J. Unit-roots tests and asymmetric adjustment with an example using the term structure of interest rates. Journal of Business and Economic Statistics 16 (1998) 304-311
    • (1998) Journal of Business and Economic Statistics , vol.16 , pp. 304-311
    • Enders, W.1    Granger, C.W.J.2
  • 20
    • 0042886028 scopus 로고    scopus 로고
    • The predictability of asset returns: An approach combining technical analysis and time series forecasts
    • Fang Y., and Xu D. The predictability of asset returns: An approach combining technical analysis and time series forecasts. International Journal of Forecasting 19 (2003) 369-385
    • (2003) International Journal of Forecasting , vol.19 , pp. 369-385
    • Fang, Y.1    Xu, D.2
  • 21
    • 21344486016 scopus 로고
    • The risk and predictability of international equity returns
    • Ferson W.E., and Harvey C.R. The risk and predictability of international equity returns. Review of Financial Studies 6 (1993) 527-566
    • (1993) Review of Financial Studies , vol.6 , pp. 527-566
    • Ferson, W.E.1    Harvey, C.R.2
  • 23
    • 0012166025 scopus 로고    scopus 로고
    • A unified theory of underreaction, momentum trading, and overreaction in asset markets
    • Hong H., and Stein J.C. A unified theory of underreaction, momentum trading, and overreaction in asset markets. Journal of Finance 54 (1999) 2143-2184
    • (1999) Journal of Finance , vol.54 , pp. 2143-2184
    • Hong, H.1    Stein, J.C.2
  • 24
    • 84919214538 scopus 로고
    • The relationship between price changes and trading volume: A survey
    • Karpoff J.M. The relationship between price changes and trading volume: A survey. Journal of Financial and Quantitative Analysis 22 (1987) 109-126
    • (1987) Journal of Financial and Quantitative Analysis , vol.22 , pp. 109-126
    • Karpoff, J.M.1
  • 25
    • 38249003585 scopus 로고
    • Nonlinearities in foreign exchange markets: A different perspective
    • Krägler H., and Krugler P. Nonlinearities in foreign exchange markets: A different perspective. Journal of International Money and Finance 12 (1993) 195-208
    • (1993) Journal of International Money and Finance , vol.12 , pp. 195-208
    • Krägler, H.1    Krugler, P.2
  • 26
    • 0000679641 scopus 로고    scopus 로고
    • Forecasting stock indices: A comparison of classification and level estimation models
    • Leung M.T., Daouk H., and Chen A.-S. Forecasting stock indices: A comparison of classification and level estimation models. International Journal of Forecasting 16 (2000) 173-190
    • (2000) International Journal of Forecasting , vol.16 , pp. 173-190
    • Leung, M.T.1    Daouk, H.2    Chen, A.-S.3
  • 27
    • 0347354955 scopus 로고    scopus 로고
    • Entropy and predictability of stock market returns
    • Maasoumi E., and Racine J. Entropy and predictability of stock market returns. Journal of Econometrics 107 (2002) 291-312
    • (2002) Journal of Econometrics , vol.107 , pp. 291-312
    • Maasoumi, E.1    Racine, J.2
  • 28
    • 0032365727 scopus 로고    scopus 로고
    • A threshold error correction model for intraday futures and index returns
    • Martens M., Kofman P., and Vorst T.C.F. A threshold error correction model for intraday futures and index returns. Journal of Applied Econometrics 13 (1998) 245-263
    • (1998) Journal of Applied Econometrics , vol.13 , pp. 245-263
    • Martens, M.1    Kofman, P.2    Vorst, T.C.F.3
  • 29
    • 0345270540 scopus 로고    scopus 로고
    • Non-linear predictability of stock market returns: Evidence from non-parametric and threshold models
    • McMillan D.G. Non-linear predictability of stock market returns: Evidence from non-parametric and threshold models. International Review of Economics and Finance 10 (2001) 353-368
    • (2001) International Review of Economics and Finance , vol.10 , pp. 353-368
    • McMillan, D.G.1
  • 31
    • 84963002108 scopus 로고
    • Automatic lag selection in covariance matrix estimation
    • Newey W., and West K. Automatic lag selection in covariance matrix estimation. Review of Economic Studies 61 (1994) 631-653
    • (1994) Review of Economic Studies , vol.61 , pp. 631-653
    • Newey, W.1    West, K.2
  • 32
    • 0031541876 scopus 로고    scopus 로고
    • Nonlinear aspects of goods-market arbitrage and adjustment: Heckscher's commodity points revisited
    • Obstfeld M., and Taylor M. Nonlinear aspects of goods-market arbitrage and adjustment: Heckscher's commodity points revisited. Journal of the Japanese and International Economies 11 (1997) 441-479
    • (1997) Journal of the Japanese and International Economies , vol.11 , pp. 441-479
    • Obstfeld, M.1    Taylor, M.2
  • 33
    • 0013084399 scopus 로고    scopus 로고
    • Firm size and cyclical variations in stock returns
    • Perez-Quiros G., and Timmerman A. Firm size and cyclical variations in stock returns. Journal of Finance 55 (2000) 1229-1262
    • (2000) Journal of Finance , vol.55 , pp. 1229-1262
    • Perez-Quiros, G.1    Timmerman, A.2
  • 34
    • 84993877356 scopus 로고
    • Predictability of stock returns: Robustness and economic significance
    • Pesaran M.H., and Timmermann A. Predictability of stock returns: Robustness and economic significance. Journal of Finance 50 (1995) 1201-1228
    • (1995) Journal of Finance , vol.50 , pp. 1201-1228
    • Pesaran, M.H.1    Timmermann, A.2
  • 35
    • 0033963895 scopus 로고    scopus 로고
    • A recursive modelling approach to predicting UK stock returns
    • Pesaran M.H., and Timmermann A. A recursive modelling approach to predicting UK stock returns. Economic Journal 110 (2000) 159-191
    • (2000) Economic Journal , vol.110 , pp. 159-191
    • Pesaran, M.H.1    Timmermann, A.2
  • 37
    • 84923053681 scopus 로고
    • Specification, estimation and evaluation of smooth transition autoregressive models
    • Teräsvirta T. Specification, estimation and evaluation of smooth transition autoregressive models. Journal of the American Statistical Association 89 (1994) 208-218
    • (1994) Journal of the American Statistical Association , vol.89 , pp. 208-218
    • Teräsvirta, T.1
  • 38
    • 84986414326 scopus 로고
    • Characterising nonlinearities in business cycles using smooth transition autoregressive models
    • Teräsvirta T., and Anderson H.M. Characterising nonlinearities in business cycles using smooth transition autoregressive models. Journal of Applied Econometrics 7 (1992) S119-S136
    • (1992) Journal of Applied Econometrics , vol.7
    • Teräsvirta, T.1    Anderson, H.M.2
  • 39
    • 84979455306 scopus 로고
    • Some advances in non-linear and adaptive modelling in time-series
    • Tiao G.C., and Tsay R.S. Some advances in non-linear and adaptive modelling in time-series. Journal of Forecasting 13 (1994) 109-140
    • (1994) Journal of Forecasting , vol.13 , pp. 109-140
    • Tiao, G.C.1    Tsay, R.S.2
  • 41
    • 0002392160 scopus 로고
    • A personal overview of non-linear time series analysis from a chaos perspective
    • Tong H. A personal overview of non-linear time series analysis from a chaos perspective. Scandinavian Journal of Statistics 22 (1995) 399-445
    • (1995) Scandinavian Journal of Statistics , vol.22 , pp. 399-445
    • Tong, H.1
  • 42
    • 4644263614 scopus 로고    scopus 로고
    • Profitability of return and volume-based investment strategies in China's stock market
    • Wang C., and Chin S. Profitability of return and volume-based investment strategies in China's stock market. Pacific-Basin Finance Journal 12 (2004) 541-564
    • (2004) Pacific-Basin Finance Journal , vol.12 , pp. 541-564
    • Wang, C.1    Chin, S.2


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