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Volumn 9, Issue 4, 2011, Pages 619-656

Merits and drawbacks of variance targeting in GARCH models

Author keywords

Consistency and asymptotic normality; GARCH; Heteroskedastic time series; Quasi maximum likelihood estimation; Value at risk; Variance targeting estimator

Indexed keywords


EID: 80053192102     PISSN: 14798409     EISSN: 14798417     Source Type: Journal    
DOI: 10.1093/jjfinec/nbr004     Document Type: Article
Times cited : (61)

References (33)
  • 1
    • 34248156805 scopus 로고    scopus 로고
    • Bayesian Clustering of Many GARCH Models
    • Bauwens, L., and J. Rombouts, 2007. Bayesian Clustering of Many GARCH Models. Econometric Reviews 26: 365-386.
    • (2007) Econometric Reviews , vol.26 , pp. 365-386
    • Bauwens, L.1    Rombouts, J.2
  • 2
    • 1842441339 scopus 로고    scopus 로고
    • GARCH Processes: Structure and Estimation
    • Berkes, I., L. Horváth, and P. Kokoszka, 2003. GARCH Processes: Structure and Estimation. Bernoulli 9: 201-227.
    • (2003) Bernoulli , vol.9 , pp. 201-227
    • Berkes, I.1    Horváth, L.2    Kokoszka, P.3
  • 3
    • 0002641260 scopus 로고
    • Approximation Theorems for Independent and Weakly Dependent Random Vectors
    • Berkes, I., and W. Philipp, 1979. Approximation Theorems for Independent and Weakly Dependent Random Vectors. The Annals of Probability 7: 29-54.
    • (1979) The Annals of Probability , vol.7 , pp. 29-54
    • Berkes, I.1    Philipp, W.2
  • 5
    • 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
  • 7
    • 0036003734 scopus 로고    scopus 로고
    • Mixing and Moment Properties of Various GARCH and Stochastic Volatility Models
    • Carrasco, M., and X. Chen, 2002. Mixing and Moment Properties of Various GARCH and Stochastic Volatility Models. Econometric Theory 18: 17-39.
    • (2002) Econometric Theory , vol.18 , pp. 17-39
    • Carrasco, M.1    Chen, X.2
  • 11
    • 0000033883 scopus 로고
    • Almost Sure Invariance Principles for Weakly Dependent Vector-Valued Random Variables
    • Dehling, H., and W. Philipp, 1982. Almost Sure Invariance Principles for Weakly Dependent Vector-Valued Random Variables. The Annals of Probability 10: 689- 701.
    • (1982) The Annals of Probability , vol.10 , pp. 689-701
    • Dehling, H.1    Philipp, W.2
  • 12
    • 0000457250 scopus 로고
    • Asymptotic Normality for Sums of Dependent Random Variables
    • University of California, Berkeley, California, 1970/1971), Probability Theory
    • Dvoretzky, A, 1972. Asymptotic Normality for Sums of Dependent Random Variables. Proceedings of the Sixth Berkeley Symposium on Mathematical Statistics and Probability (University of California, Berkeley, California, 1970/1971), Vol. II: Probability Theory, 513-535.
    • (1972) Proceedings of the Sixth Berkeley Symposium on Mathematical Statistics and Probability , vol.2 , pp. 513-535
    • Dvoretzky, A.1
  • 13
    • 0000051984 scopus 로고
    • Autoregressive Conditional Heteroskedasticity with Estimates of the Variance of the United Kingdom Inflation
    • Engle, R. F, 1982. Autoregressive Conditional Heteroskedasticity with Estimates of the Variance of the United Kingdom Inflation. Econometrica 50: 987-1007.
    • (1982) Econometrica , vol.50 , pp. 987-1007
    • Engle, R.F.1
  • 14
    • 0035998182 scopus 로고    scopus 로고
    • Dynamic Conditional Correlation: a Simple Class of Multivariate GARCH Models
    • Engle, R. F, 2002. Dynamic Conditional Correlation: a Simple Class of Multivariate GARCH Models. Journal of Business of Economic Statistics 20: 339-350.
    • (2002) Journal of Business of Economic Statistics , vol.20 , pp. 339-350
    • Engle, R.F.1
  • 15
    • 84974122247 scopus 로고
    • Multivariate Simultaneous Generalized ARCH
    • Engle, R. F., and K. Kroner, 1995. Multivariate Simultaneous Generalized ARCH. Econometric Theory 11: 122-150.
    • (1995) Econometric Theory , vol.11 , pp. 122-150
    • Engle, R.F.1    Kroner, K.2
  • 16
    • 0001755320 scopus 로고    scopus 로고
    • GARCH for Groups
    • Engle, R. F., and J. Mezrich, 1996. GARCH for Groups. Risk 9: 36-40.
    • (1996) Risk , vol.9 , pp. 36-40
    • Engle, R.F.1    Mezrich, J.2
  • 17
    • 33645008897 scopus 로고    scopus 로고
    • Maximum Likelihood Estimation of Pure GARCH and ARMA-GARCH Processes
    • Francq, C., and J.-M. Zakoïan, 2004. Maximum Likelihood Estimation of Pure GARCH and ARMA-GARCH Processes. Bernoulli 10: 605-637.
    • (2004) Bernoulli , vol.10 , pp. 605-637
    • Francq, C.1    Zakoïan, J.-M.2
  • 18
    • 33749368377 scopus 로고    scopus 로고
    • Mixing Properties of a General Class of GARCH(1,1) Models Without Moment Assumptions on the Observed Process
    • Francq, C., and J.-M. Zakoïan, 2006. Mixing Properties of a General Class of GARCH(1,1) Models Without Moment Assumptions on the Observed Process. Econometric Theory 22: 815-834.
    • (2006) Econometric Theory , vol.22 , pp. 815-834
    • Francq, C.1    Zakoïan, J.-M.2
  • 20
    • 0000052574 scopus 로고
    • A Functional Central Limit Theorem for Weakly Dependent Sequences of Random Variables
    • Herrndorf, N, 1984. A Functional Central Limit Theorem for Weakly Dependent Sequences of Random Variables. The Annals of Probability 12: 141-153.
    • (1984) The Annals of Probability , vol.12 , pp. 141-153
    • Herrndorf, N.1
  • 24
    • 7244261635 scopus 로고    scopus 로고
    • Consistent Standard Errors for Target Variance Approach to GARCH Estimation
    • Kristensen, D., and O. Linton, 2004. Consistent Standard Errors for Target Variance Approach to GARCH Estimation. Econometric Theory 20: 990-993.
    • (2004) Econometric Theory , vol.20 , pp. 990-993
    • Kristensen, D.1    Linton, O.2
  • 25
    • 34248541994 scopus 로고    scopus 로고
    • Self-Weighted and Local Quasi-Maximum Likelihood for ARMAGARCH/ IGARCH Models
    • Ling, S, 2007. Self-Weighted and Local Quasi-Maximum Likelihood for ARMAGARCH/ IGARCH Models. Journal of Econometrics 140: 849-873.
    • (2007) Journal of Econometrics , vol.140 , pp. 849-873
    • Ling, S.1
  • 26
    • 1642364678 scopus 로고    scopus 로고
    • Temporal Aggregation of Volatility Models
    • Meddahi, N., and E. Renault, 2004. Temporal Aggregation of Volatility Models. Journal of Econometrics 119: 355-379.
    • (2004) Journal of Econometrics , vol.119 , pp. 355-379
    • Meddahi, N.1    Renault, E.2
  • 27
    • 70350096085 scopus 로고
    • Large Sample Estimation and Hypothesis Testing
    • R. Engle and D. McFadden (eds.). Amsterdam, The Netherlands: North Holland
    • Newey, W., and D. McFadden, 1994. Large Sample Estimation and Hypothesis Testing. In R. Engle and D. McFadden (eds.) Handbook of Econometrics, Vol. IV. Amsterdam, The Netherlands: North Holland. 2111-2245.
    • (1994) Handbook of Econometrics , vol.14 , pp. 2111-2245
    • Newey, W.1    McFadden, D.2
  • 29
    • 75849116303 scopus 로고    scopus 로고
    • Realising the Future: ForecastingWith High-Frequency-Based Volatility (HEAVY) Models
    • Shephard, N., and K. Sheppard, 2010. Realising the Future: ForecastingWith High-Frequency-Based Volatility (HEAVY) Models. Journal of Applied Econometrics 25: 197-231.
    • (2010) Journal of Applied Econometrics , vol.25 , pp. 197-231
    • Shephard, N.1    Sheppard, K.2
  • 32
    • 0000167944 scopus 로고
    • Note on the Consistency of the Maximum Likelihood Estimate
    • Wald, A, 1949. Note on the Consistency of the Maximum Likelihood Estimate. Annals of Mathematical Statistics 20: 595-601.
    • (1949) Annals of Mathematical Statistics , vol.20 , pp. 595-601
    • Wald, A.1
  • 33
    • 0002644952 scopus 로고
    • Maximum Likelihood Estimation of Misspecified Models
    • White, H, 1982. Maximum Likelihood Estimation of Misspecified Models. Econometrica 50: 1-26.
    • (1982) Econometrica , vol.50 , pp. 1-26
    • White, H.1


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