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Volumn 12, Issue 4, 2009, Pages 42-65

Assessing volatility forecasting models: Why GARCH models take the lead1

Author keywords

Correlation; Forecast; GARCH; Heteroskedasticity; Risk; Volatility

Indexed keywords


EID: 76449098245     PISSN: 15826163     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (26)

References (36)
  • 1
    • 0001917976 scopus 로고
    • Conditional heteroskedasticity in time series of stock returns: Evidence and forecasts
    • Akgiray, V. (1989), "Conditional heteroskedasticity in time series of stock returns: Evidence and forecasts", Journal of Business, 62: 55-80.
    • (1989) Journal of Business , vol.62 , pp. 55-80
    • Akgiray, V.1
  • 3
    • 0005880209 scopus 로고    scopus 로고
    • Answering the skeptics: Yes, standard volatility models do provide accurate forecasts
    • Andersen, T. G. and Bollerslev, T. (1998a), "Answering the skeptics: Yes, standard volatility models do provide accurate forecasts", International Economic Review, 39(4): 885-905.
    • (1998) International Economic Review , vol.39 , Issue.4 , pp. 885-905
    • Andersen, T.G.1    Bollerslev, T.2
  • 5
    • 70249143906 scopus 로고    scopus 로고
    • A Model to Forecast the Evolution of the Structure of a System of Economic Indicators
    • Andreica, M. (2006), "A Model to Forecast the Evolution of the Structure of a System of Economic Indicators", Romanian Journal of Economic Forecasting, 7(1): 65-73.
    • (2006) Romanian Journal of Economic Forecasting , vol.7 , Issue.1 , pp. 65-73
    • Andreica, M.1
  • 6
    • 0001062383 scopus 로고
    • Proceedings of the American Statistical Association, Business and Economic Statistics Section
    • Black, F.(1976),"Studies of stock price volatility changes", Proceedings of the American Statistical Association, Business and Economic Statistics Section, 177-181.
    • (1976) Studies of Stock Price Volatility Changes , pp. 177-181
    • Black, F.1
  • 7
    • 42449156579 scopus 로고
    • Generalized autoregressive conditional heteroskedasticity
    • Bollerslev, T.(1986),"Generalized autoregressive conditional heteroskedasticity", Journal of Econometrics, 31: 307-327.
    • (1986) Journal of Econometrics , vol.31 , pp. 307-327
    • Bollerslev, T.1
  • 10
    • 0030117828 scopus 로고
    • An evaluation of volatility forecasting techniques
    • Brailsford, T.J. and Faff, R. W.(1995),"An evaluation of volatility forecasting techniques", Journal of Banking and Finance, 20: 419-38.
    • (1995) Journal of Banking and Finance , vol.20 , pp. 419-38
    • Brailsford, T.J.1    Faff, R.W.2
  • 11
    • 38249014282 scopus 로고
    • A contribution to event study methodology with an application to the Dutch stock market
    • de Jong, F., Kemna, A. and Kloek, T.(1992),"A contribution to event study methodology with an application to the Dutch stock market", Journal of Banking and Finance, 16: 11-36.
    • (1992) Journal of Banking and Finance , vol.16 , pp. 11-36
    • de Jong, F.1    Kemna, A.2    Kloek, T.3
  • 12
    • 70350347433 scopus 로고    scopus 로고
    • Forecast Evaluation and Combination
    • North-holland: Elsevier Science B. V
    • Diebold, F. X. and Lopez, J. A. (1996), "Forecast Evaluation and Combination", Handbook of Statistics, North-Holland: Elsevier Science B.V.
    • (1996) Handbook of Statistics
    • Diebold, F.X.1    Lopez, J.A.2
  • 13
    • 38249018907 scopus 로고
    • Volatility forecasting without data snooping
    • Dimson, E. and Marsh, P. (1990), "Volatility forecasting without data snooping", Journal of Banking and Finance, 14: 399-21.
    • (1990) Journal of Banking and Finance , vol.14 , pp. 399-21
    • Dimson, E.1    Marsh, P.2
  • 15
    • 76449107966 scopus 로고    scopus 로고
    • Combining the Forecasts Using a Statistical Approach
    • Dospinescu, A. S. (2005), "Combining the Forecasts Using a Statistical Approach", Romanian Journal of Economic Forecasting, 6(2): 72-84.
    • (2005) Romanian Journal of Economic Forecasting , vol.6 , Issue.2 , pp. 72-84
    • Dospinescu, A.S.1
  • 16
    • 0000051984 scopus 로고
    • Autoregressive conditional heteroskedasticity with estimates of the variance of United Kingdom inflation
    • Engle, R. F. (1982), "Autoregressive conditional heteroskedasticity with estimates of the variance of United Kingdom inflation", Econometrica, 50(4): 987-1007.
    • (1982) Econometrica , vol.50 , Issue.4 , pp. 987-1007
    • Engle, R.F.1
  • 17
    • 84993601065 scopus 로고
    • On the relation between the expected value and the volatility of the nominal excess return on stocks
    • Glosten, L. R., Jagannathan, R. and Runkle, D. E. (1993), "On the relation between the expected value and the volatility of the nominal excess return on stocks", Journal of Finance, 48: 1179-1801.
    • (1993) Journal of Finance , vol.48 , pp. 1179-1801
    • Glosten, L.R.1    Jagannathan, R.2    Runkle, D.E.3
  • 18
    • 19044363771 scopus 로고    scopus 로고
    • Nonlinear autocorrelograms with application to intertrade durations
    • Gourieroux, C. and Jasiak, J. (2002), "Nonlinear autocorrelograms with application to intertrade durations", Journal of Time Series Analysis, 23: 127-154.
    • (2002) Journal of Time Series Analysis , vol.23 , pp. 127-154
    • Gourieroux, C.1    Jasiak, J.2
  • 20
    • 0012754584 scopus 로고    scopus 로고
    • A comparison of volatility models: Does anything beat a GARCH(1,1)?
    • Aarhus School of Business, Centre for Analytical Finance
    • Hansen, P. R. and Lunde, A. (2001), "A comparison of volatility models: does anything beat a GARCH(1,1)?", Working Paper Series No. 84, Aarhus School of Business, Centre for Analytical Finance, 1-41.
    • (2001) Working Paper Series , vol.84 , pp. 1-41
    • Hansen, P.R.1    Lunde, A.2
  • 23
    • 76449093334 scopus 로고    scopus 로고
    • Using BDS to Check the Forecasting Power of the Stochastic Volatility Model
    • Lupu, R. (2006), "Using BDS to Check the Forecasting Power of the Stochastic Volatility Model", Economic Computation and Economics Cybernetics Studies and Research, 40(1-2): 223.
    • (2006) Economic Computation and Economics Cybernetics Studies and Research , vol.40 , Issue.1-2 , pp. 223
    • Lupu, R.1
  • 24
    • 0005618944 scopus 로고
    • Pricing foreign currency options with stochastic volatility
    • Melino, A. and Turnbull S.M. (1990), "Pricing foreign currency options with stochastic volatility", Journal of Econometrics, 45: 239-265.
    • (1990) Journal of Econometrics , vol.45 , pp. 239-265
    • Melino, A.1    Turnbull, S.M.2
  • 26
    • 0000641348 scopus 로고
    • Conditional heteroskedasticity in asset returns: A new approach
    • Nelson, D. B.(1991),"Conditional heteroskedasticity in asset returns: A new approach", Econometrica, 59: 347-370.
    • (1991) Econometrica , vol.59 , pp. 347-370
    • Nelson, D.B.1
  • 28
    • 44049121505 scopus 로고
    • Stock returns and volatility: An empirical study of the UK stock market
    • Poon, S. H. and Taylor, S. J. (1992), "Stock returns and volatility: An empirical study of the UK stock market", Journal of Banking and Finance, 16: 37-59.
    • (1992) Journal of Banking and Finance , vol.16 , pp. 37-59
    • Poon, S.H.1    Taylor, S.J.2
  • 29
    • 67649631348 scopus 로고    scopus 로고
    • Predictability and Complexity in Macroeconomics. The case of Gross Fixed Capital Formation in the Romanian Economy
    • Scutaru, C., Sâman, C. and Stǎnicǎ, C. (2008), "Predictability and Complexity in Macroeconomics. The case of Gross Fixed Capital Formation in the Romanian Economy", Romanian Journal of Economic Forecasting, 9(4): 196-205.
    • (2008) Romanian Journal of Economic Forecasting , vol.9 , Issue.4 , pp. 196-205
    • Scutaru, C.1    Sâman, C.2    Stǎnicǎ, C.3
  • 30
    • 84986754945 scopus 로고
    • Modeling stochastic volatility: A review and comparative study
    • Taylor, S. J. (1994), "Modeling stochastic volatility: a review and comparative study", Mathematical Finance, 4(2): 183-04.
    • (1994) Mathematical Finance , vol.4 , Issue.2 , pp. 183-04
    • Taylor, S.J.1
  • 31
  • 32
    • 0000157150 scopus 로고
    • Stock return volatility in the Tokyo stock exchange
    • Tse, Y. K. (1991), "Stock return volatility in the Tokyo stock exchange", Japan and the World Economy, 3: 285-298.
    • (1991) Japan and The World Economy , vol.3 , pp. 285-298
    • Tse, Y.K.1
  • 33
    • 0002721552 scopus 로고
    • Forecasting volatility in the Singapore stock market
    • Tse, Y. K. and Tung, S. H. (1992), "Forecasting volatility in the Singapore stock market", Asia Pacific Journal of Management, 9: 1-13.
    • (1992) Asia Pacific Journal of Management , vol.9 , pp. 1-13
    • Tse, Y.K.1    Tung, S.H.2
  • 34
    • 0000028873 scopus 로고    scopus 로고
    • A reality check for data snooping
    • White, H. (2000), "A reality check for data snooping", Econometrica, Econometric Society, 68(5): 1097-1126.
    • (2000) Econometrica, Econometric Society , vol.68 , Issue.5 , pp. 1097-1126
    • White, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.