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Volumn 90, Issue 4, 2003, Pages 967-975

Miscellanea least absolute deviations estimation for ARCH and GARCH models

Author keywords

ARCH; Asymptotic normality; GARCH; Gaussian likelihood; Heavy tail; Least absolute deviations estimator; Maximum quasilikelihood estimator; Time series

Indexed keywords


EID: 3843126279     PISSN: 00063444     EISSN: None     Source Type: Journal    
DOI: 10.1093/biomet/90.4.967     Document Type: Article
Times cited : (138)

References (20)
  • 2
    • 42449156579 scopus 로고
    • Generalised autoregressive conditional heteroscedasticity
    • BOLLERSLEV, T. (1986). Generalised autoregressive conditional heteroscedasticity. J. Economet. 31, 307-27.
    • (1986) J. Economet. , vol.31 , pp. 307-327
    • Bollerslev, T.1
  • 3
    • 0001523794 scopus 로고
    • Strict stationarity of generalized autoregressive processes
    • BOUGEROL, P. & PICARD, N. (1992). Strict stationarity of generalized autoregressive processes. Ann. Prob. 20, 1714-30.
    • (1992) Ann. Prob. , vol.20 , pp. 1714-1730
    • Bougerol, P.1    Picard, N.2
  • 4
    • 0032388547 scopus 로고    scopus 로고
    • A note on the stationarity and the existence of moments of the GARCH model
    • CHEN, M. & AN, H. Z. (1998). A note on the stationarity and the existence of moments of the GARCH model. Statist. Sinica 8, 505-10.
    • (1998) Statist. Sinica , vol.8 , pp. 505-510
    • Chen, M.1    An, H.Z.2
  • 5
    • 0041731533 scopus 로고    scopus 로고
    • Least absolute deviation estimation for regression with ARMA errors
    • DAVIS, R. A. & DUNSMUIR, W. T. M. (1997). Least absolute deviation estimation for regression with ARMA errors. J. Theor. Prob. 10, 481-97.
    • (1997) J. Theor. Prob. , vol.10 , pp. 481-497
    • Davis, R.A.1    Dunsmuir, W.T.M.2
  • 6
    • 38249015513 scopus 로고
    • M-estimation for autoregressions with infinite variances
    • DAVIS, R. A., KNIGHT, K. & LIU, J. (1992). M-estimation for autoregressions with infinite variances. Stoch. Proces. Applic. 40, 145-80.
    • (1992) Stoch. Proces. Applic. , vol.40 , pp. 145-180
    • Davis, R.A.1    Knight, K.2    Liu, J.3
  • 7
    • 0000051984 scopus 로고
    • Autoregressive conditional heteroscedasticity with estimates of the variance of U.K. inflation
    • ENGLE, R. F. (1982). Autoregressive conditional heteroscedasticity with estimates of the variance of U.K. inflation. Econometrica 50, 987-1008.
    • (1982) Econometrica , vol.50 , pp. 987-1008
    • Engle, R.F.1
  • 9
    • 0035594491 scopus 로고    scopus 로고
    • Whittle estimation of ARCH models
    • GIRAITIS, L. & ROBINSON, P. M. (2001). Whittle estimation of ARCH models. Economet. Theory 17, 608-23.
    • (2001) Economet. Theory , vol.17 , pp. 608-623
    • Giraitis, L.1    Robinson, P.M.2
  • 10
    • 0034395874 scopus 로고    scopus 로고
    • Stationary ARCH models: Dependence structure and central limit theorem
    • GIRAITIS, L., KOKOSZKA, P. & LEIPUS, R. (2000). Stationary ARCH models: dependence structure and central limit theorem. Economet. Theory 16, 3-22.
    • (2000) Economet. Theory , vol.16 , pp. 3-22
    • Giraitis, L.1    Kokoszka, P.2    Leipus, R.3
  • 11
    • 0037273761 scopus 로고    scopus 로고
    • Inference in ARCH and GARCH models with heavy-tailed errors
    • HALL, P. & YAO, Q. (2003). Inference in ARCH and GARCH models with heavy-tailed errors. Econometrica 71, 285-317.
    • (2003) Econometrica , vol.71 , pp. 285-317
    • Hall, P.1    Yao, Q.2
  • 12
    • 2942672026 scopus 로고
    • Random difference equations and renewal theory for products of random matrices
    • KESTEN, H. (1973). Random difference equations and renewal theory for products of random matrices. Acta Math. 131, 207-48.
    • (1973) Acta Math. , vol.131 , pp. 207-248
    • Kesten, H.1
  • 13
    • 84974239969 scopus 로고
    • Asymptotic theory for GARCH (1, 1) quasi-maximum likelihood estimator
    • LEE, A. W. & HANSEN, B. E. (1994). Asymptotic theory for GARCH (1, 1) quasi-maximum likelihood estimator. Economet. Theory 10, 29-52.
    • (1994) Economet. Theory , vol.10 , pp. 29-52
    • Lee, A.W.1    Hansen, B.E.2
  • 14
    • 0030364024 scopus 로고    scopus 로고
    • Consistency and asymptotic normality of the quasi-maximum likelihood estimator for IGARCH (1, 1) and covariance stationary GARCH (1, 1) models
    • LUMSDAINE, R. (1996). Consistency and asymptotic normality of the quasi-maximum likelihood estimator for IGARCH (1, 1) and covariance stationary GARCH (1, 1) models. Econometrica 16, 575-96.
    • (1996) Econometrica , vol.16 , pp. 575-596
    • Lumsdaine, R.1
  • 16
    • 0002906495 scopus 로고
    • Stable Paretian modeling in finance: Some empirical and theoretical aspects
    • Ed. R. J. Adler, R. E. Feldman and M. S. Taqqu, Boston: Birkhäuser
    • MITTNIK, S., RACHEV, S. T. & PAOLELLA, M. S. (1988). Stable Paretian modeling in finance: some empirical and theoretical aspects. In A Practical Guide to Heavy Tails, Ed. R. J. Adler, R. E. Feldman and M. S. Taqqu, pp. 79-110. Boston: Birkhäuser.
    • (1988) A Practical Guide to Heavy Tails , pp. 79-110
    • Mittnik, S.1    Rachev, S.T.2    Paolella, M.S.3
  • 17
    • 0034336786 scopus 로고    scopus 로고
    • Realistic statistical modelling of financial data
    • RYDBERG, T. (2000). Realistic statistical modelling of financial data. Int. Statist. Rev. 68, 233-58.
    • (2000) Int. Statist. Rev. , vol.68 , pp. 233-258
    • Rydberg, T.1
  • 18
    • 0001790102 scopus 로고    scopus 로고
    • Statistical aspects of ARCH and stochastic volatility
    • Ed. D. R. Cox, D. V. Hinkley and O. E. Barndorff-Nielsen, London: Chapman & Hall
    • SHEPHARD, N. (1996). Statistical aspects of ARCH and stochastic volatility. In Time Series Models in Econometrics, Finance and Other Fields, Ed. D. R. Cox, D. V. Hinkley and O. E. Barndorff-Nielsen, pp. 1-67. London: Chapman & Hall.
    • (1996) Time Series Models in Econometrics, Finance and Other Fields , pp. 1-67
    • Shephard, N.1
  • 20
    • 24944462048 scopus 로고
    • Asymptotic theory for ARCH models: Estimation and testing
    • WEISS, A. (1986). Asymptotic theory for ARCH models: estimation and testing. Economet. Theory 2, 107-31.
    • (1986) Economet. Theory , vol.2 , pp. 107-131
    • Weiss, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.