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Volumn 19, Issue 3, 2010, Pages 399-430

Fractionally integrated time varying GARCH model

Author keywords

Long memory; Model specification; Modeling volatility; Structural changes

Indexed keywords


EID: 77955090054     PISSN: 16182510     EISSN: 1613981X     Source Type: Journal    
DOI: 10.1007/s10260-010-0131-2     Document Type: Article
Times cited : (9)

References (61)
  • 1
    • 42049123260 scopus 로고    scopus 로고
    • Seasonal nonlinear long memory model for the US inflation rates
    • Ajmi AN, Ben Nasr A, Boutahar M (2008) Seasonal nonlinear long memory model for the US inflation rates. Comput Econ 31: 243-254.
    • (2008) Comput Econ , vol.31 , pp. 243-254
    • Ajmi, A.N.1    Ben Nasr, A.2    Boutahar, M.3
  • 3
    • 0040747426 scopus 로고    scopus 로고
    • Heterogeneous information arrivals and return volatility dynamics: Uncovering the long-run in high frequency returns
    • Andersen TG, Bollerslev T (1997) Heterogeneous information arrivals and return volatility dynamics: uncovering the long-run in high frequency returns. J Finance 52: 975-1005.
    • (1997) J Finance , vol.52 , pp. 975-1005
    • Andersen, T.G.1    Bollerslev, T.2
  • 4
    • 0036405104 scopus 로고    scopus 로고
    • Detecting multiple breaks in financial market volatility dynamics
    • Andreou E, Ghysels E (2002) Detecting multiple breaks in financial market volatility dynamics. J Appl Econom 17: 579-600.
    • (2002) J Appl Econom , vol.17 , pp. 579-600
    • Andreou, E.1    Ghysels, E.2
  • 6
    • 67349112865 scopus 로고    scopus 로고
    • Modeling long memory and structural breaks in conditional variances: An adaptive FIGARCH approach
    • Baillie RT, Morana C (2009) Modeling long memory and structural breaks in conditional variances: an adaptive FIGARCH approach. J Econ Dyn Control 33: 1577-1592.
    • (2009) J Econ Dyn Control , vol.33 , pp. 1577-1592
    • Baillie, R.T.1    Morana, C.2
  • 7
    • 0040485278 scopus 로고    scopus 로고
    • Fractionally integrated generalized autoregressive conditional heteroskedasticity
    • Baillie RT, Bollerslev T, Mikkelsen H (1996) Fractionally integrated generalized autoregressive conditional heteroskedasticity. J Econom 74: 3-30.
    • (1996) J Econom , vol.74 , pp. 3-30
    • Baillie, R.T.1    Bollerslev, T.2    Mikkelsen, H.3
  • 8
    • 0036003773 scopus 로고    scopus 로고
    • Further long memory properties of inflationary shocks
    • Baillie RT, Han YW, Kwon T (2002) Further long memory properties of inflationary shocks. South Econ J 68: 496-510.
    • (2002) South Econ J , vol.68 , pp. 496-510
    • Baillie, R.T.1    Han, Y.W.2    Kwon, T.3
  • 10
    • 1842441339 scopus 로고    scopus 로고
    • GARCH processes: Structure and estimation
    • Berkes I, Horvath L, Kokoszka P (2003) GARCH processes: structure and estimation. Bernoulli 9: 201-228.
    • (2003) Bernoulli , vol.9 , pp. 201-228
    • Berkes, I.1    Horvath, L.2    Kokoszka, P.3
  • 11
    • 0001211603 scopus 로고
    • Modelling the persistence of conditional variances
    • Berndt E, Hall B, Hall R, Hausman J (1974) Modelling the persistence of conditional variances. Ann Econ Soc Meas 3: 653-665.
    • (1974) Ann Econ Soc Meas , vol.3 , pp. 653-665
    • Berndt, E.1    Hall, B.2    Hall, R.3    Hausman, J.4
  • 12
    • 42449156579 scopus 로고
    • Generalized autoregressive conditional heteroskedasticity
    • Bollerslev T (1986) Generalized autoregressive conditional heteroskedasticity. J Econom 31: 307-327.
    • (1986) J Econom , vol.31 , pp. 307-327
    • Bollerslev, T.1
  • 13
    • 0000118737 scopus 로고
    • Common persistence in conditional variances
    • Bollerslev T, Engle RF (1993) Common persistence in conditional variances. Econometrica 61: 167-186.
    • (1993) Econometrica , vol.61 , pp. 167-186
    • Bollerslev, T.1    Engle, R.F.2
  • 14
    • 0000658462 scopus 로고    scopus 로고
    • Modelling and pricing long memory in stock market volatility
    • Bollerslev T, Mikkelsen HO (1996) Modelling and pricing long memory in stock market volatility. J Econom 73: 151-184.
    • (1996) J Econom , vol.73 , pp. 151-184
    • Bollerslev, T.1    Mikkelsen, H.O.2
  • 15
    • 70349218800 scopus 로고
    • Quasi maximum likelihood estimation and inference in dynamic models with time varying covariances
    • Bollerslev T, Wooldridge JM (1992) Quasi maximum likelihood estimation and inference in dynamic models with time varying covariances. Econom Rev 11: 143-172.
    • (1992) Econom Rev , vol.11 , pp. 143-172
    • Bollerslev, T.1    Wooldridge, J.M.2
  • 16
    • 0032752492 scopus 로고    scopus 로고
    • Long memory and level shifts: Re-analyzing inflation rates
    • Bos CS, Franses PH, Ooms M (1999) Long memory and level shifts: re-analyzing inflation rates. Empir Econ 24: 427-449.
    • (1999) Empir Econ , vol.24 , pp. 427-449
    • Bos, C.S.1    Franses, P.H.2    Ooms, M.3
  • 17
    • 0036212081 scopus 로고    scopus 로고
    • A class of nearly long-memory time series models
    • Breidt FJ, Hsu NJ (2002) A class of nearly long-memory time series models. Int J Forecast 18: 265-281.
    • (2002) Int J Forecast , vol.18 , pp. 265-281
    • Breidt, F.J.1    Hsu, N.J.2
  • 18
    • 0041494517 scopus 로고    scopus 로고
    • Modeling long memory stochastic volatility
    • Breidt FJ, Crato N, de Lima P (1998) Modeling long memory stochastic volatility. J Econom 83: 325-348.
    • (1998) J Econom , vol.83 , pp. 325-348
    • Breidt, F.J.1    Crato, N.2    de Lima, P.3
  • 19
    • 0000473798 scopus 로고
    • Techniques for testing the constancy of regression relationships over time with comments
    • Brown RL, Durbin J, Evans JM (1975) Techniques for testing the constancy of regression relationships over time with comments. J R Stat Soc B37: 149-192.
    • (1975) J R Stat Soc B , vol.37 , pp. 149-192
    • Brown, R.L.1    Durbin, J.2    Evans, J.M.3
  • 21
    • 84892911208 scopus 로고
    • A Markov model of regime-switching ARCH
    • Cai J (1994) A Markov model of regime-switching ARCH. J Bus Econ Stat 12: 309-316.
    • (1994) J Bus Econ Stat , vol.12 , pp. 309-316
    • Cai, J.1
  • 22
    • 33748100257 scopus 로고    scopus 로고
    • Inequality constraints in the fractionally integrated GARCH model
    • Conrad C, Haag BR (2006) Inequality constraints in the fractionally integrated GARCH model. J Financ Econom 4: 413-449.
    • (2006) J Financ Econom , vol.4 , pp. 413-449
    • Conrad, C.1    Haag, B.R.2
  • 23
    • 0742324055 scopus 로고    scopus 로고
    • Moment and memory properties of linear conditional heteroscedasticity models, and a new model
    • Davidson J (2004) Moment and memory properties of linear conditional heteroscedasticity models, and a new model. J Bus Econ Stat 22: 16-29.
    • (2004) J Bus Econ Stat , vol.22 , pp. 16-29
    • Davidson, J.1
  • 24
    • 84963463704 scopus 로고
    • Comment on "Modeling the persistence of conditional variance" by Engle R, Bollerslev T
    • Diebold FX (1986) Comment on "Modeling the persistence of conditional variance" by Engle R, Bollerslev T. Econom Rev 5: 51-56.
    • (1986) Econom Rev , vol.5 , pp. 51-56
    • Diebold, F.X.1
  • 25
    • 0041059062 scopus 로고
    • A long memory property of stock market returns and a new model
    • Ding Z, Granger CWJ, Engle RF (1993) A long memory property of stock market returns and a new model. J Empir Finance 1: 83-106.
    • (1993) J Empir Finance , vol.1 , pp. 83-106
    • Ding, Z.1    Granger, C.W.J.2    Engle, R.F.3
  • 26
    • 77955086919 scopus 로고    scopus 로고
    • Markov switching in GARCH processes and mean-reverting stock market volatility
    • Dueker MJ (1997) Markov switching in GARCH processes and mean-reverting stock market volatility. J Bus Econ Stat 12: 309-316.
    • (1997) J Bus Econ Stat , vol.12 , pp. 309-316
    • Dueker, M.J.1
  • 27
    • 0018115641 scopus 로고
    • Assessing the accuracy of the maximum likelihood estimator: Observed versus expected Fisher information
    • Efron B, Hinkley D (1978) Assessing the accuracy of the maximum likelihood estimator: observed versus expected Fisher information. Biometrika 65: 457-482.
    • (1978) Biometrika , vol.65 , pp. 457-482
    • Efron, B.1    Hinkley, D.2
  • 28
    • 0002158185 scopus 로고    scopus 로고
    • Testing the adequacy of smooth transition autoregressive models
    • Eitrheim Ø, Teräsvirta T (1996) Testing the adequacy of smooth transition autoregressive models. J Econom 74: 59-75.
    • (1996) J Econom , vol.74 , pp. 59-75
    • Eitrheim, O.1    Teräsvirta, T.2
  • 29
    • 0000051984 scopus 로고
    • Autoregressive conditional heteroskedasticity with estimates of the variance of UK inflation
    • Engle RF (1982) Autoregressive conditional heteroskedasticity with estimates of the variance of UK inflation. Econometrica 50: 987-1008.
    • (1982) Econometrica , vol.50 , pp. 987-1008
    • Engle, R.F.1
  • 30
    • 84963146757 scopus 로고
    • Modeling the persistence of conditional variances
    • Engle RF, Bollerslev T (1986) Modeling the persistence of conditional variances. Econom Rev 5: 1-50.
    • (1986) Econom Rev , vol.5 , pp. 1-50
    • Engle, R.F.1    Bollerslev, T.2
  • 31
    • 44849098130 scopus 로고    scopus 로고
    • The spline-GARCH model for low frequency volatility and its global macroeconomic causes
    • Engle RF, Rangel JG (2008) The spline-GARCH model for low frequency volatility and its global macroeconomic causes. Rev Financ Stud 21: 1187-1222.
    • (2008) Rev Financ Stud , vol.21 , pp. 1187-1222
    • Engle, R.F.1    Rangel, J.G.2
  • 33
    • 49149136839 scopus 로고
    • Some properties of time series data and their use in econometric model specification
    • Granger CWJ (1981) Some properties of time series data and their use in econometric model specification. J Econom 16: 121-130.
    • (1981) J Econom , vol.16 , pp. 121-130
    • Granger, C.W.J.1
  • 34
    • 1942444547 scopus 로고    scopus 로고
    • Occasional structural breaks and long memory with an application to the S&P 500 absolute stock returns
    • Granger CWJ, Hyung N (2004) Occasional structural breaks and long memory with an application to the S& P 500 absolute stock returns. J Empir Finance 11: 399-421.
    • (2004) J Empir Finance , vol.11 , pp. 399-421
    • Granger, C.W.J.1    Hyung, N.2
  • 35
    • 84986792205 scopus 로고
    • An introduction to long-memory time series and fractional differencing
    • Granger CWJ, Joyeux R (1980) An introduction to long-memory time series and fractional differencing. J Time Ser Anal 1: 15-39.
    • (1980) J Time Ser Anal , vol.1 , pp. 15-39
    • Granger, C.W.J.1    Joyeux, R.2
  • 37
    • 21144448250 scopus 로고
    • Autoregressive conditional heteroscedasticity and changes in regime
    • Hamilton JD, Susmel R (1994) Autoregressive conditional heteroscedasticity and changes in regime. J Econom 64: 307-333.
    • (1994) J Econom , vol.64 , pp. 307-333
    • Hamilton, J.D.1    Susmel, R.2
  • 38
    • 9944254577 scopus 로고    scopus 로고
    • Asymptotic inference for nonstationary GARCH
    • Jensen ST, Rahbek A (2004) Asymptotic inference for nonstationary GARCH. Econom Theory 20: 1203-1226.
    • (2004) Econom Theory , vol.20 , pp. 1203-1226
    • Jensen, S.T.1    Rahbek, A.2
  • 39
    • 1642634058 scopus 로고    scopus 로고
    • On the autocorrelation properties of long-memory GARCH processes
    • Karanasos M, Psaradakis Z, Sola M (2004) On the autocorrelation properties of long-memory GARCH processes. J Time Ser Anal 25: 265-281.
    • (2004) J Time Ser Anal , vol.25 , pp. 265-281
    • Karanasos, M.1    Psaradakis, Z.2    Sola, M.3
  • 40
    • 0000942739 scopus 로고
    • Persistence in variance, structural change and the GARCH model
    • Lamoureux CG, Lastrapes WD (1990) Persistence in variance, structural change and the GARCH model. J Bus Econ Stat 8: 225-234.
    • (1990) J Bus Econ Stat , vol.8 , pp. 225-234
    • Lamoureux, C.G.1    Lastrapes, W.D.2
  • 41
    • 84974239969 scopus 로고
    • Asymptotic theory for the GARCH(1,1) quasi-maximum likelihood estimator
    • Lee SW, Hansen BE (1994) Asymptotic theory for the GARCH(1, 1) quasi-maximum likelihood estimator. Econom Theory 10: 29-52.
    • (1994) Econom Theory , vol.10 , pp. 29-52
    • Lee, S.W.1    Hansen, B.E.2
  • 42
    • 0000109068 scopus 로고
    • Testing the constancy of regression parameters against continuous structural change
    • Lin CFJ, Teräsvirta T (1994) Testing the constancy of regression parameters against continuous structural change. J Econom 62: 211-228.
    • (1994) J Econom , vol.62 , pp. 211-228
    • Lin, C.F.J.1    Teräsvirta, T.2
  • 43
    • 0032338835 scopus 로고    scopus 로고
    • Real and spurious long memory properties of stock market data
    • Lobato IN, Savin NE (1998) Real and spurious long memory properties of stock market data. J Bus Econ Stat 16: 261-268.
    • (1998) J Bus Econ Stat , vol.16 , pp. 261-268
    • Lobato, I.N.1    Savin, N.E.2
  • 44
    • 0030364024 scopus 로고    scopus 로고
    • Consistency and asymptotic normality of the quasi-maximum likelihood estimator in IGARCH(1,1) and covariance stationary GARCH(1,1) models
    • Lumsdaine RL (1996) Consistency and asymptotic normality of the quasi-maximum likelihood estimator in IGARCH(1, 1) and covariance stationary GARCH(1, 1) models. Econometrica 64: 575-596.
    • (1996) Econometrica , vol.64 , pp. 575-596
    • Lumsdaine, R.L.1
  • 45
    • 0242650584 scopus 로고    scopus 로고
    • Evaluating GARCH models
    • Lundbergh S, Teräsvirta T (2002) Evaluating GARCH models. J Econ 110: 417-435.
    • (2002) J Econ , vol.110 , pp. 417-435
    • Lundbergh, S.1    Teräsvirta, T.2
  • 46
    • 0000894103 scopus 로고
    • Testing linearity against smooth transition autoregressive models
    • Luukkonen R, Saikkonen P, Teräsvirta T (1988) Testing linearity against smooth transition autoregressive models. Biometrika 75: 491-499.
    • (1988) Biometrika , vol.75 , pp. 491-499
    • Luukkonen, R.1    Saikkonen, P.2    Teräsvirta, T.3
  • 48
    • 23044455651 scopus 로고    scopus 로고
    • Changes of structure in financial time series and the GARCH model
    • Mikosch T, Stǎricǎ C (2004) Changes of structure in financial time series and the GARCH model. Revstat Stat J 2(1): 41-73.
    • (2004) Revstat Stat J , vol.2 , Issue.1 , pp. 41-73
    • Mikosch, T.1    Stǎricǎ, C.2
  • 49
    • 14844284693 scopus 로고    scopus 로고
    • Structural change and long-range dependence in volatility of exchange rates: Either, neither or both?
    • Morana C, Beltratti A (2004) Structural change and long-range dependence in volatility of exchange rates: either, neither or both?. J Empir Finance 11: 629-658.
    • (2004) J Empir Finance , vol.11 , pp. 629-658
    • Morana, C.1    Beltratti, A.2
  • 50
    • 0000641348 scopus 로고
    • Conditional heteroskedasticity in asset returns: A new approach
    • Nelson DB (1991) Conditional heteroskedasticity in asset returns: a new approach. Econometrica 59: 347-370.
    • (1991) Econometrica , vol.59 , pp. 347-370
    • Nelson, D.B.1
  • 51
    • 33845949546 scopus 로고
    • Inequality constraints in the univariate GARCH model
    • Nelson DB, Cao CQ (1992) Inequality constraints in the univariate GARCH model. J Bus Econ Stat 10: 229-235.
    • (1992) J Bus Econ Stat , vol.10 , pp. 229-235
    • Nelson, D.B.1    Cao, C.Q.2
  • 52
    • 58449084880 scopus 로고    scopus 로고
    • An analytical evaluation of the log-periodogram estimate in the presence of level shifts
    • Boston University: Department of Economics
    • Perron P, Qu Z (2007) An analytical evaluation of the log-periodogram estimate in the presence of level shifts. Unpublished Manuscript, Department of Economics, Boston University.
    • (2007) Unpublished Manuscript
    • Perron, P.1    Qu, Z.2
  • 53
    • 77955086275 scopus 로고    scopus 로고
    • Perron P, Qu Z (2009) Long-memory and level shifts in the volatility of stock market return indices. J Bus Econ Stat (forthcoming).
  • 54
    • 0003103947 scopus 로고
    • Testingfor strong serial correlation and dynamic conditional heteroskedasticity in multiple regression
    • Robinson PM (1991) Testingfor strong serial correlation and dynamic conditional heteroskedasticity in multiple regression. J Econom 47: 67-84.
    • (1991) J Econom , vol.47 , pp. 67-84
    • Robinson, P.M.1
  • 55
    • 0032333297 scopus 로고    scopus 로고
    • A stochastic volatility model with Markov switching
    • So MKP, Lam K, Li NK (1998) A stochastic volatility model with Markov switching. J Bus Econ Stat 16(2): 244-253.
    • (1998) J Bus Econ Stat , vol.16 , Issue.2 , pp. 244-253
    • So, M.K.P.1    Lam, K.2    Li, N.K.3
  • 56
    • 23844552784 scopus 로고    scopus 로고
    • Nonstationarities in stock returns
    • Stǎricǎ C, Granger C (2005) Nonstationarities in stock returns. Rev Econ Stat 87: 503-522.
    • (2005) Rev Econ Stat , vol.87 , pp. 503-522
    • Stǎricǎ, C.1    Granger, C.2
  • 58
    • 42249100357 scopus 로고    scopus 로고
    • A note on inequality constraints in the GARCH model
    • Tsai H, Chan KS (2008) A note on inequality constraints in the GARCH model. Econom Theory 24: 823-828.
    • (2008) Econom Theory , vol.24 , pp. 823-828
    • Tsai, H.1    Chan, K.S.2
  • 59
    • 0032326301 scopus 로고    scopus 로고
    • The conditional heteroskedasticity of the Yen-Dollar exchange rate
    • Tse YK (1998) The conditional heteroskedasticity of the Yen-Dollar exchange rate. J Appl Econom 13: 49-55.
    • (1998) J Appl Econom , vol.13 , pp. 49-55
    • Tse, Y.K.1
  • 60
    • 0346724447 scopus 로고    scopus 로고
    • A nonlinear long memory model for US unemployment
    • van Dijk D, Franses PH, Paap R (2002) A nonlinear long memory model for US unemployment. J Econom 102: 135-165.
    • (2002) J Econom , vol.102 , pp. 135-165
    • van Dijk, D.1    Franses, P.H.2    Paap, R.3
  • 61
    • 0002644952 scopus 로고
    • Maximum likelihood estimation of misspecified models
    • White H (1982) Maximum likelihood estimation of misspecified models. Econometrica 50: 1-25.
    • (1982) Econometrica , vol.50 , pp. 1-25
    • White, H.1


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