메뉴 건너뛰기




Volumn 13, Issue 8, 2003, Pages 581-592

Estimating smooth transition autoregressive models with GARCH errors in the presence of extreme observations and outliers

Author keywords

[No Author keywords available]

Indexed keywords

ESTIMATION METHOD; METHODOLOGY; REGRESSION ANALYSIS;

EID: 0042816490     PISSN: 09603107     EISSN: None     Source Type: Journal    
DOI: 10.1080/0960310022000029295     Document Type: Article
Times cited : (31)

References (44)
  • 2
    • 0000947808 scopus 로고
    • On adaptive estimation
    • Bickel, P. (1982) On adaptive estimation, Annals of Statistics, 10, 647-71.
    • (1982) Annals of Statistics , vol.10 , pp. 647-671
    • Bickel, P.1
  • 3
    • 42449156579 scopus 로고
    • Generalized autoregressive conditional heteroskedasticity
    • Bollerslev, T. (1986) Generalized autoregressive conditional heteroskedasticity, Journal of Econometrics, 31, 307-27.
    • (1986) Journal of Econometrics , vol.31 , pp. 307-327
    • Bollerslev, T.1
  • 4
    • 0001306015 scopus 로고
    • Stationarity of GARCH processes and some non-negative time series
    • Bougerol, P. and Picard, N. (1992) Stationarity of GARCH processes and some non-negative time series, Journal of Econometrics, 52, 115-27.
    • (1992) Journal of Econometrics , vol.52 , pp. 115-127
    • Bougerol, P.1    Picard, N.2
  • 5
    • 0036403577 scopus 로고    scopus 로고
    • Maximum likelihood estimation of STAR and STAR-GARCH models: Theory and Monte Carlo evidence
    • Chan, F. and McAleer, M. (2002) Maximum likelihood estimation of STAR and STAR-GARCH models: theory and Monte Carlo evidence. Journal of Applied Econometrics, 17, 509-34.
    • (2002) Journal of Applied Econometrics , vol.17 , pp. 509-534
    • Chan, F.1    McAleer, M.2
  • 10
    • 85045980281 scopus 로고    scopus 로고
    • Smooth transition autoregressive models - A survey of recent developments
    • van Dijk, D., Teräsvirta, T. and Franses, P. (2002) Smooth transition autoregressive models - a survey of recent developments, Econometric Reviews, 21, 1-47.
    • (2002) Econometric Reviews , vol.21 , pp. 1-47
    • van Dijk, D.1    Teräsvirta, T.2    Franses, P.3
  • 11
    • 0041059062 scopus 로고
    • A long memory property of stock market returns and a new model
    • Ding, Z., Granger, C. and Engle, R. (1993) A long memory property of stock market returns and a new model, Journal of Empirical Finance, 1, 83-106.
    • (1993) Journal of Empirical Finance , vol.1 , pp. 83-106
    • Ding, Z.1    Granger, C.2    Engle, R.3
  • 12
    • 0000051984 scopus 로고
    • Autoregressive conditional heteroscedasticity, with estimates of the variance of United Kingdom inflation
    • Engle, R. (1982) Autoregressive conditional heteroscedasticity, with estimates of the variance of United Kingdom inflation, Econometrica, 50, 987-1007.
    • (1982) Econometrica , vol.50 , pp. 987-1007
    • Engle, R.1
  • 15
    • 0001024168 scopus 로고    scopus 로고
    • Properties of moments of a family of GARCH processes
    • He, C. and Teras̈virta, T. (1998a) Properties of moments of a family of GARCH processes. Journal of Econometrics, 92, 173-92.
    • (1998) Journal of Econometrics , vol.92 , pp. 173-192
    • He, C.1    Teras̈virta, T.2
  • 16
    • 17944381604 scopus 로고    scopus 로고
    • Fourth moment structure of the GARCH (p, q) process
    • He, C. and Teräsvirta, T. (1999b) Fourth moment structure of the GARCH (p, q) process, Econometric Theory, 15, 824-46.
    • (1999) Econometric Theory , vol.15 , pp. 824-846
    • He, C.1    Teräsvirta, T.2
  • 17
    • 84974239969 scopus 로고
    • Asymptotic theory for the GARCH (1, 1) quasi-maximum likelihood estimator
    • Lee, S. and Hansen, B. (1994) Asymptotic theory for the GARCH (1, 1) quasi-maximum likelihood estimator, Econometric Theory, 10, 29-52.
    • (1994) Econometric Theory , vol.10 , pp. 29-52
    • Lee, S.1    Hansen, B.2
  • 18
    • 0033236711 scopus 로고    scopus 로고
    • On the probabilistic properties of a double threshold ARMA conditional heteroscedasticity model
    • Ling, S. (1999) On the probabilistic properties of a double threshold ARMA conditional heteroscedasticity model, Journal of Applied Probability, 36, 1-18.
    • (1999) Journal of Applied Probability , vol.36 , pp. 1-18
    • Ling, S.1
  • 19
    • 21744436141 scopus 로고    scopus 로고
    • On fractional integrated autoregressive moving average time series models with conditional heteroscedasticity
    • Ling, S. and Li, W. (1997) On fractional integrated autoregressive moving average time series models with conditional heteroscedasticity, Journal of the American Statistical Association, 92, 1184-94.
    • (1997) Journal of the American Statistical Association , vol.92 , pp. 1184-1194
    • Ling, S.1    Li, W.2
  • 20
    • 0036015422 scopus 로고    scopus 로고
    • Necessary and sufficient moment conditions for the GACG(r,s) and asymmetric power GARCH(r,s) models
    • Ling, S. and McAleer, M. (2002a) Necessary and sufficient moment conditions for the GACG(r,s) and asymmetric power GARCH(r,s) models, Econometric Theory, 18, 722-9.
    • (2002) Econometric Theory , vol.18 , pp. 722-729
    • Ling, S.1    McAleer, M.2
  • 21
    • 0001283032 scopus 로고    scopus 로고
    • Stationarity and the existence of moments of a family of GARCH processes
    • Ling, S. and McAleer, M. (2002b) Stationarity and the existence of moments of a family of GARCH processes, Journal of Econometrics, 106, 109-17.
    • (2002) Journal of Econometrics , vol.106 , pp. 109-117
    • Ling, S.1    McAleer, M.2
  • 22
    • 0003272014 scopus 로고    scopus 로고
    • Asymptotic theory for a vector ARMA-GARCH model
    • To appear in
    • Ling, S. and McAleer, M. (2002c) Asymptotic theory for a vector ARMA-GARCH model. To appear in Econometric Theory.
    • (2002) Econometric Theory
    • Ling, S.1    McAleer, M.2
  • 23
    • 0037847450 scopus 로고    scopus 로고
    • On adaptive estimation in nonstationarity ARMA models with GARCH errors
    • To appear in
    • Ling, S. and McAleer, M. (2002d) On adaptive estimation in nonstationarity ARMA models with GARCH errors. To appear in Annals of Statistics.
    • (2002) Annals of Statistics
    • Ling, S.1    McAleer, M.2
  • 25
    • 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, R. (1996) Consistency and asymptotic normality of the quasi-maximum likelihood estimator in IGARCH (1, 1) and covariance stationary GARCH(1, 1) models, Econometrica, 64, 575-96.
    • (1996) Econometrica , vol.64 , pp. 575-596
    • Lumsdaine, R.1
  • 28
    • 0031550927 scopus 로고    scopus 로고
    • Estimation of nonlinear time series with conditional heteroscedasticity variances by iteratively weighted least squares
    • Mak, T., Wong, H. and Li, W. (1997) Estimation of nonlinear time series with conditional heteroscedasticity variances by iteratively weighted least squares, Computational Statistics and Data Analysis, 24, 169-78.
    • (1997) Computational Statistics and Data Analysis , vol.24 , pp. 169-178
    • Mak, T.1    Wong, H.2    Li, W.3
  • 29
    • 0000060003 scopus 로고
    • The moment structure of ARCH processes
    • Milhöj, A. (1985) The moment structure of ARCH processes, Scandinavian Journal of Statistics, 12, 281-92.
    • (1985) Scandinavian Journal of Statistics , vol.12 , pp. 281-292
    • Milhöj, A.1
  • 30
    • 84972091517 scopus 로고
    • Stationarity and persistence in the GARCH(1, 1) model
    • Nelson, D. (1990) Stationarity and persistence in the GARCH(1, 1) model, Econometric Theory, 6, 318-34.
    • (1990) Econometric Theory , vol.6 , pp. 318-334
    • Nelson, D.1
  • 31
    • 0000641348 scopus 로고
    • Conditional heteroscedasticity in asset returns: A new approach
    • Nelson, D. (1991) Conditional heteroscedasticity in asset returns: a new approach, Econometrica, 59, 347-70.
    • (1991) Econometrica , vol.59 , pp. 347-370
    • Nelson, D.1
  • 32
    • 0002602356 scopus 로고
    • Estimation of autoregressive models with ARCH errors
    • Pantula, S. (1989) Estimation of autoregressive models with ARCH errors, Sankhya B, 50, 119-38.
    • (1989) Sankhya B , vol.50 , pp. 119-138
    • Pantula, S.1
  • 34
    • 84986409812 scopus 로고
    • Semiparametric econometrics: A survey
    • Robinson, P. (1988) Semiparametric econometrics: a survey, Journal of Applied Econometrics, 3, 35-51.
    • (1988) Journal of Applied Econometrics , vol.3 , pp. 35-51
    • Robinson, P.1
  • 36
    • 84923053681 scopus 로고
    • Specification, estimation and evaluation of smooth transition autoregressive models
    • Teras̈virta, T . (1994) Specification, estimation and evaluation of smooth transition autoregressive models, Journal of the American Statistical Association, 89, 208-18.
    • (1994) Journal of the American Statistical Association , vol.89 , pp. 208-218
    • Teras̈virta, T.1
  • 37
    • 84986414326 scopus 로고
    • Characterizing nonlinearities in business cycle using smooth transition autoregressive models
    • Teräsvirta, T. and Anderson, H. (1992) Characterizing nonlinearities in business cycle using smooth transition autoregressive models, Journal of Applied Econometrics, 7, 119-36.
    • (1992) Journal of Applied Econometrics , vol.7 , pp. 119-136
    • Teräsvirta, T.1    Anderson, H.2
  • 38
    • 70350088033 scopus 로고
    • Aspects of modelling nonlinear time series
    • (Eds) R. Engle and D. McFadden, Amsterdam, Elsevier Science
    • Teräsvirta, T., Tjøstheim, D. and Granger, C. (1994) Aspects of modelling nonlinear time series, in Aspects of Modelling Nonlinear Time Series, (Eds) R. Engle and D. McFadden, Amsterdam, Elsevier Science, pp. 2917-57.
    • (1994) Aspects of Modelling Nonlinear Time Series , pp. 2917-2957
    • Teräsvirta, T.1    Tjøstheim, D.2    Granger, C.3
  • 39
    • 0002627237 scopus 로고
    • On a threshold model
    • (ed.) C. Cheng, Sijhoff and Noordoff, Amsterdam
    • Tong, H. (1978) On a threshold model, in Pattern Recognition and Signal Processing, (ed.) C. Cheng, Sijhoff and Noordoff, Amsterdam, pp. 101-41.
    • (1978) Pattern Recognition and Signal Processing , pp. 101-141
    • Tong, H.1
  • 41
    • 0003361166 scopus 로고
    • Invariant measure for Markov chains with no irreducibility assumptions
    • Tweedie, R. (1988) Invariant measure for Markov chains with no irreducibility assumptions, Journal of Applied Probability, 25A, 275-85.
    • (1988) Journal of Applied Probability , vol.25 A , pp. 275-285
    • Tweedie, R.1
  • 43
    • 24944462048 scopus 로고
    • Asymptotic theory for ARCH models: Estimation and testing
    • Weiss, A. (1986) Asymptotic theory for ARCH models: estimation and testing, Econometric Theory, 2, 107-31.
    • (1986) Econometric Theory , vol.2 , pp. 107-131
    • Weiss, A.1
  • 44
    • 70350103507 scopus 로고
    • Estimation and inference for dependent processes
    • (Eds) R. Engle and D. McFadden, Elsevier Science, Amsterdam
    • Wooldridge, J. (1994) Estimation and inference for dependent processes, in Aspects of Modelling Nonlinear Time Series, (Eds) R. Engle and D. McFadden, Elsevier Science, Amsterdam, pp. 2639-738.
    • (1994) Aspects of Modelling Nonlinear Time Series , pp. 2639-2738
    • Wooldridge, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.