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Volumn 101, Issue 4, 2010, Pages 869-881

Estimation and inference for dependence in multivariate data

Author keywords

Correlation matrix; Estimation and inference procedure; Gaussian copula; Multivariate copula; Multivariate non normal distribution; Pseudo maximum likelihood method; Test of independence

Indexed keywords


EID: 74449090640     PISSN: 0047259X     EISSN: 10957243     Source Type: Journal    
DOI: 10.1016/j.jmva.2009.11.005     Document Type: Article
Times cited : (7)

References (38)
  • 1
    • 0000051984 scopus 로고
    • Autoregressive conditional heteroscedasticity with estimates of the variance of UK inflation
    • Engle R.F. Autoregressive conditional heteroscedasticity with estimates of the variance of UK inflation. Econometrica 50 (1982) 987-1008
    • (1982) Econometrica , vol.50 , pp. 987-1008
    • Engle, R.F.1
  • 3
    • 84974122247 scopus 로고
    • Multivariate simultaneous generalized ARCH
    • Engle R.F., and Kroner F. Multivariate simultaneous generalized ARCH. Econometric Theory 11 (1995) 122-150
    • (1995) Econometric Theory , vol.11 , pp. 122-150
    • Engle, R.F.1    Kroner, F.2
  • 4
    • 84986408962 scopus 로고
    • The dynamics of exchange rate volatility: A multivariate latent factor ARCH model
    • Diebold F.X., and Nerlove M. The dynamics of exchange rate volatility: A multivariate latent factor ARCH model. Journal of Applied Econometrics 4 (1989) 1-21
    • (1989) Journal of Applied Econometrics , vol.4 , pp. 1-21
    • Diebold, F.X.1    Nerlove, M.2
  • 5
    • 45149140983 scopus 로고
    • Asset pricing with a factor-ARCH covariance structure: Empirical estimates for treasury bills
    • Engle R.F., Ng V.K., and Rothschild M. Asset pricing with a factor-ARCH covariance structure: Empirical estimates for treasury bills. Journal of Econometrics 45 (1990) 213-238
    • (1990) Journal of Econometrics , vol.45 , pp. 213-238
    • Engle, R.F.1    Ng, V.K.2    Rothschild, M.3
  • 6
    • 0036405224 scopus 로고    scopus 로고
    • GO-GARCH: A multivariate generalized orthogonal GARCH model
    • van der Weide R. GO-GARCH: A multivariate generalized orthogonal GARCH model. Journal of Applied Econometrics 11 (2002) 549-564
    • (2002) Journal of Applied Econometrics , vol.11 , pp. 549-564
    • van der Weide, R.1
  • 7
    • 0001023182 scopus 로고
    • Modeling the coherence in short-run nominal exchange rates: A multivariate generalized ARCH model
    • Bollerslev T. Modeling the coherence in short-run nominal exchange rates: A multivariate generalized ARCH model. The Review of Economics and Statistics 72 (1990) 498-505
    • (1990) The Review of Economics and Statistics , vol.72 , pp. 498-505
    • Bollerslev, T.1
  • 8
    • 0035998182 scopus 로고    scopus 로고
    • Dynamic conditional correlation-A simple class of multivariate GARCH models
    • Engle R.F. Dynamic conditional correlation-A simple class of multivariate GARCH models. Journal of Business and Economic Statistics 20 3 (2002) 339-350
    • (2002) Journal of Business and Economic Statistics , vol.20 , Issue.3 , pp. 339-350
    • Engle, R.F.1
  • 9
    • 0035998179 scopus 로고    scopus 로고
    • A multivariate generalized autoregressive conditional heteroscedasticity model with time-varying correlations
    • Tse Y.K., and Tsui A.K.C. A multivariate generalized autoregressive conditional heteroscedasticity model with time-varying correlations. Journal of Business and Economic Statistics 20 3 (2002) 351-362
    • (2002) Journal of Business and Economic Statistics , vol.20 , Issue.3 , pp. 351-362
    • Tse, Y.K.1    Tsui, A.K.C.2
  • 13
    • 0001417140 scopus 로고    scopus 로고
    • The multivariate skew-normal distribution
    • Azzalini A., and Dalla Valle A. The multivariate skew-normal distribution. Biometrika 83 (1996) 715-726
    • (1996) Biometrika , vol.83 , pp. 715-726
    • Azzalini, A.1    Dalla Valle, A.2
  • 17
    • 11944258719 scopus 로고    scopus 로고
    • On the out-of-sample importance of skewness and asymmetric dependence for asset allocation
    • Patton A.J. On the out-of-sample importance of skewness and asymmetric dependence for asset allocation. Journal of Financial Econometrics 2 (2004) 130-168
    • (2004) Journal of Financial Econometrics , vol.2 , pp. 130-168
    • Patton, A.J.1
  • 18
    • 18644380797 scopus 로고    scopus 로고
    • Asymptotic efficiency of the two-stage estimation method for copula-based models
    • Joe H. Asymptotic efficiency of the two-stage estimation method for copula-based models. Journal of Multivariate Analysis 94 (2005) 401-419
    • (2005) Journal of Multivariate Analysis , vol.94 , pp. 401-419
    • Joe, H.1
  • 19
    • 31344466558 scopus 로고    scopus 로고
    • Estimation of copula-based semiparametric time series models
    • Chen X., and Fan Y. Estimation of copula-based semiparametric time series models. Journal of Econometrics 130 (2006) 307-335
    • (2006) Journal of Econometrics , vol.130 , pp. 307-335
    • Chen, X.1    Fan, Y.2
  • 20
    • 33748595542 scopus 로고    scopus 로고
    • Estimation and model selection of semi-parametric copula-based multivariate dynamic models under copula misspecification
    • Chen X., and Fan Y. Estimation and model selection of semi-parametric copula-based multivariate dynamic models under copula misspecification. Journal of Econometrics 135 (2006) 125-154
    • (2006) Journal of Econometrics , vol.135 , pp. 125-154
    • Chen, X.1    Fan, Y.2
  • 24
    • 84923818429 scopus 로고
    • Better bootstrap confidence intervals (with discussion)
    • Efron B. Better bootstrap confidence intervals (with discussion). Journal of the American Statistical Association 82 (1987) 171-200
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 171-200
    • Efron, B.1
  • 27
    • 0002532939 scopus 로고
    • On the probable error of a coefficient of correlation deduced from a small sample
    • Fisher R.A. On the probable error of a coefficient of correlation deduced from a small sample. Metron 1 (1921) 3-32
    • (1921) Metron , vol.1 , pp. 3-32
    • Fisher, R.A.1
  • 29
    • 0002478338 scopus 로고    scopus 로고
    • Efficient estimation in the bivariate normal copula model: Normal margins are least-favorable
    • Klaassen C., and Wellner J. Efficient estimation in the bivariate normal copula model: Normal margins are least-favorable. Bernoulli 3 (1997) 55-77
    • (1997) Bernoulli , vol.3 , pp. 55-77
    • Klaassen, C.1    Wellner, J.2
  • 30
    • 0001127234 scopus 로고
    • Asymptotic normality of nonparametric tests for independence
    • Ruymgaart F.H. Asymptotic normality of nonparametric tests for independence. The Annals of Statistics 2 (1974) 892-910
    • (1974) The Annals of Statistics , vol.2 , pp. 892-910
    • Ruymgaart, F.H.1
  • 31
    • 33646533039 scopus 로고
    • A semi-parametric estimation procedure of dependence parameters in multivariate families of distributions
    • Genest C., Ghoudi K., and Rivest L.-P. A semi-parametric estimation procedure of dependence parameters in multivariate families of distributions. Biometrika 82 (1995) 543-552
    • (1995) Biometrika , vol.82 , pp. 543-552
    • Genest, C.1    Ghoudi, K.2    Rivest, L.-P.3
  • 34
    • 0000107975 scopus 로고
    • Relations between two sets of variates
    • Hotelling H. Relations between two sets of variates. Biometrika 28 (1936) 321-377
    • (1936) Biometrika , vol.28 , pp. 321-377
    • Hotelling, H.1
  • 36
    • 0039601032 scopus 로고
    • Asymptotic expansions for the distributions of some multivariate tests
    • Krishnaiah P.R. (Ed), North Holland, Amsterdam
    • Fujikoshi Y. Asymptotic expansions for the distributions of some multivariate tests. In: Krishnaiah P.R. (Ed). Multivariate Analysis vol. 4 (1976), North Holland, Amsterdam 55-71
    • (1976) Multivariate Analysis , vol.4 , pp. 55-71
    • Fujikoshi, Y.1
  • 37
    • 0018904089 scopus 로고
    • Asymptotic distributions in canonical correlation analysis and other multivariate procedures for nonnormal populations
    • Muirhead R.J., and Waternaux C.M. Asymptotic distributions in canonical correlation analysis and other multivariate procedures for nonnormal populations. Biometrika 67 (1980) 31-43
    • (1980) Biometrika , vol.67 , pp. 31-43
    • Muirhead, R.J.1    Waternaux, C.M.2
  • 38
    • 16344392626 scopus 로고    scopus 로고
    • Multivariate skew t-distribution
    • Gupta A.K. Multivariate skew t-distribution. Statistics 37 (2004) 359-363
    • (2004) Statistics , vol.37 , pp. 359-363
    • Gupta, A.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.