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Volumn 31, Issue 4, 2015, Pages 495-514

COPAR - Multivariate time series modeling using the copula autoregressive model

Author keywords

copula autoregression; forecasting time series; multivariate time series; vector autoregression; vine copula

Indexed keywords

INVESTMENTS; MULTIVARIANT ANALYSIS; REGRESSION ANALYSIS; TIME SERIES;

EID: 84937643024     PISSN: 15241904     EISSN: 15264025     Source Type: Journal    
DOI: 10.1002/asmb.2043     Document Type: Article
Times cited : (70)

References (42)
  • 1
    • 0000997472 scopus 로고
    • Macroeconomics and reality
    • Sims CA,. Macroeconomics and reality. Econometrica 1980; 48 (1): 1-48.
    • (1980) Econometrica , vol.48 , Issue.1 , pp. 1-48
    • Sims, C.A.1
  • 9
    • 69849105352 scopus 로고    scopus 로고
    • Copula-based characterizations for higher-order Markov processes
    • Ibragimov R,. Copula-based characterizations for higher-order Markov processes. Econometric Theory 2009; 25: 819-846.
    • (2009) Econometric Theory , vol.25 , pp. 819-846
    • Ibragimov, R.1
  • 11
    • 75749086308 scopus 로고    scopus 로고
    • Statistical properties of parametric estimators for Markov chain vectors on copula models
    • Yi W, Liao SS,. Statistical properties of parametric estimators for Markov chain vectors on copula models. Journal of Statistical Planning and Inference 2010; 140: 1465-1480.
    • (2010) Journal of Statistical Planning and Inference , vol.140 , pp. 1465-1480
    • Yi, W.1    Liao, S.S.2
  • 12
    • 31344466558 scopus 로고    scopus 로고
    • Estimation of copula-based semiparametric time series models
    • Chen X, Fan Y,. Estimation of copula-based semiparametric time series models. Journal of Econometrics 2006; 130: 307-335.
    • (2006) Journal of Econometrics , vol.130 , pp. 307-335
    • Chen, X.1    Fan, Y.2
  • 14
    • 84862012537 scopus 로고    scopus 로고
    • A review of copula models for economic time series
    • Patton AJ,. A review of copula models for economic time series. Journal of Multivariate Analysis 2012; 110: 4-18.
    • (2012) Journal of Multivariate Analysis , vol.110 , pp. 4-18
    • Patton, A.J.1
  • 16
    • 78651271358 scopus 로고    scopus 로고
    • Modeling longitudinal data using a pair-copula decomposition of serial dependence
    • Smith M, Min A, Czado C, Almeida C,. Modeling longitudinal data using a pair-copula decomposition of serial dependence. Journal of the American Statistical Association 2010; 105 (492): 1467-1479.
    • (2010) Journal of the American Statistical Association , vol.105 , Issue.492 , pp. 1467-1479
    • Smith, M.1    Min, A.2    Czado, C.3    Almeida, C.4
  • 20
    • 0041611622 scopus 로고    scopus 로고
    • Families of m-variate distributions with given margins and m(m-1)/2 bivariate dependence parameters
    • In, Rüschendorf L. Schweizer B. Taylor M.D. (eds). Institute of Mathematical Statistics: Hayward
    • Joe H,. Families of m-variate distributions with given margins and m(m-1)/2 bivariate dependence parameters. In Distributions with Fixed Marginals and Related Topics, Rüschendorf L, Schweizer B, Taylor MD, (eds). Institute of Mathematical Statistics: Hayward, 1996; 120-141.
    • (1996) Distributions with Fixed Marginals and Related Topics , pp. 120-141
    • Joe, H.1
  • 21
    • 0035603369 scopus 로고    scopus 로고
    • Probability density decomposition for conditionally dependent random variables modeled by vines
    • Bedford T, Cooke RM,. Probability density decomposition for conditionally dependent random variables modeled by vines. Annals of Mathematics and Artificial Intelligence 2001; 32: 245-268.
    • (2001) Annals of Mathematics and Artificial Intelligence , vol.32 , pp. 245-268
    • Bedford, T.1    Cooke, R.M.2
  • 22
    • 0036392207 scopus 로고    scopus 로고
    • Vines - A new graphical model for dependent random variables
    • Bedford T, Cooke RM,. Vines-a new graphical model for dependent random variables. Annals of Statistics 2002; 30: 1031-1068.
    • (2002) Annals of Statistics , vol.30 , pp. 1031-1068
    • Bedford, T.1    Cooke, R.M.2
  • 24
    • 77249111771 scopus 로고    scopus 로고
    • On the simplified pair-copula construction - Simply useful or too simplistic?
    • Hobæk Haff I, Aas K, Frigessi A,. On the simplified pair-copula construction-simply useful or too simplistic? Journal of Multivariate Analysis 2010; 101 (5): 1296-1310.
    • (2010) Journal of Multivariate Analysis , vol.101 , Issue.5 , pp. 1296-1310
    • Hobæk Haff, I.1    Aas, K.2    Frigessi, A.3
  • 26
    • 84878134614 scopus 로고    scopus 로고
    • Simplified pair copula constructions - Limits and extensions
    • Stöber J, Joe H, Czado C,. Simplified pair copula constructions-limits and extensions. Journal of Multivariate Analysis 2013; 119: 101-118.
    • (2013) Journal of Multivariate Analysis , vol.119 , pp. 101-118
    • Stöber, J.1    Joe, H.2    Czado, C.3
  • 27
    • 84986626485 scopus 로고    scopus 로고
    • Counting vines
    • In, Kurowicka D. Joe H. (eds). World Scientific Publishing Co.: Singapore
    • Morales-Nápoles O,. Counting vines. In Dependence Modeling: Vine Copula Handbook, Kurowicka D, Joe H, (eds). World Scientific Publishing Co.: Singapore, 2011; 189-218.
    • (2011) Dependence Modeling: Vine Copula Handbook , pp. 189-218
    • Morales-Nápoles, O.1
  • 31
    • 0043198278 scopus 로고    scopus 로고
    • A parametrization of positive definite matrices in terms of partial correlation vines
    • Kurowicka D, Cooke RM,. A parametrization of positive definite matrices in terms of partial correlation vines. Linear Algebra and Its Applications 2003; 372: 225-251.
    • (2003) Linear Algebra and Its Applications , vol.372 , pp. 225-251
    • Kurowicka, D.1    Cooke, R.M.2
  • 35
    • 0000646447 scopus 로고
    • Ratio tests for model selection and non-nested hypotheses
    • Vuong QH,. Ratio tests for model selection and non-nested hypotheses. Econometrica 1989; 57 (2): 307-333.
    • (1989) Econometrica , vol.57 , Issue.2 , pp. 307-333
    • Vuong, Q.H.1
  • 36
    • 84977738102 scopus 로고
    • Causal relations among stock returns, interest rates, real activity, and inflation
    • Lee B-S,. Causal relations among stock returns, interest rates, real activity, and inflation. Journal of Finance 1992; 47 (4): 1591-1603.
    • (1992) Journal of Finance , vol.47 , Issue.4 , pp. 1591-1603
    • Lee, B.-S.1
  • 38
    • 0001036819 scopus 로고
    • A class of distributions which includes the normal ones
    • Azzalini A,. A class of distributions which includes the normal ones. Scandinavian Journal of Statistics 1985; 12: 171-178.
    • (1985) Scandinavian Journal of Statistics , vol.12 , pp. 171-178
    • Azzalini, A.1
  • 39
    • 0037900005 scopus 로고    scopus 로고
    • Distributions generated by perturbation of symmetry with emphasis on a multivariate skew-t distribution
    • Azzalini A, Capitanio A,. Distributions generated by perturbation of symmetry with emphasis on a multivariate skew-t distribution. Journal of the Royal Statistical Society B 2003; 65: 367-389.
    • (2003) Journal of the Royal Statistical Society B , vol.65 , pp. 367-389
    • Azzalini, A.1    Capitanio, A.2
  • 40
    • 33645716201 scopus 로고    scopus 로고
    • Modelling asymmetric exchange rate dependence
    • Patton AJ,. Modelling asymmetric exchange rate dependence. International Economic Review 2006; 47 (2): 527-556.
    • (2006) International Economic Review , vol.47 , Issue.2 , pp. 527-556
    • Patton, A.J.1
  • 41
    • 48749115886 scopus 로고    scopus 로고
    • VAR, SVAR and SVEC models: Implementation within R package vars
    • Pfaff B,. VAR, SVAR and SVEC models: implementation within R package vars. Journal of Statistical Software 2008; 27 (4): 1-32.
    • (2008) Journal of Statistical Software , vol.27 , Issue.4 , pp. 1-32
    • Pfaff, B.1


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