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Volumn 110, Issue , 2012, Pages 43-73

Semiparametric estimation of conditional copulas

Author keywords

Asymptotic normality; Conditional copula; Consistency; Local polynomial fitting; Semiparametric estimation

Indexed keywords


EID: 84862132030     PISSN: 0047259X     EISSN: 10957243     Source Type: Journal    
DOI: 10.1016/j.jmva.2012.04.001     Document Type: Article
Times cited : (49)

References (30)
  • 2
    • 79959363362 scopus 로고    scopus 로고
    • Dependence calibration in conditional copulas: a nonparametric approach
    • Acar E.F., Craiu V.R., Yao F. Dependence calibration in conditional copulas: a nonparametric approach. Biometrics 2011, 67:445-453.
    • (2011) Biometrics , vol.67 , pp. 445-453
    • Acar, E.F.1    Craiu, V.R.2    Yao, F.3
  • 4
    • 0031326720 scopus 로고    scopus 로고
    • Local polynomial estimation in multiparameter likelihood models
    • Aerts M., Claeskens G. Local polynomial estimation in multiparameter likelihood models. J. Amer. Statist. Assoc. 1997, 92:1536-1545.
    • (1997) J. Amer. Statist. Assoc. , vol.92 , pp. 1536-1545
    • Aerts, M.1    Claeskens, G.2
  • 6
    • 0002389882 scopus 로고    scopus 로고
    • Local maximum likelihood estimation and inference
    • Fan J., Farmen M., Gijbels I. Local maximum likelihood estimation and inference. J. R. Stat. Soc. Ser. B 1998, 60:591-608.
    • (1998) J. R. Stat. Soc. Ser. B , vol.60 , pp. 591-608
    • Fan, J.1    Farmen, M.2    Gijbels, I.3
  • 7
    • 0038021019 scopus 로고
    • Adaptive order polynomial fitting: Bandwidth robustification and bias reduction
    • Fan J., Gijbels I. Adaptive order polynomial fitting: Bandwidth robustification and bias reduction. J. Comput. Graph. Statist. 1995, 4:213-227.
    • (1995) J. Comput. Graph. Statist. , vol.4 , pp. 213-227
    • Fan, J.1    Gijbels, I.2
  • 9
    • 84950447968 scopus 로고
    • Local polynomial kernel regression for generalized linear models and quasi-likelihood functions
    • Fan J., Heckman N.E., Wand M.P. Local polynomial kernel regression for generalized linear models and quasi-likelihood functions. J. Amer. Statist. Assoc. 1995, 90:141-150.
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 141-150
    • Fan, J.1    Heckman, N.E.2    Wand, M.P.3
  • 10
    • 66149152931 scopus 로고
    • Frank's family of bivariate distributions
    • Genest C. Frank's family of bivariate distributions. Biometrika 1987, 74:549-555.
    • (1987) Biometrika , vol.74 , pp. 549-555
    • Genest, C.1
  • 11
    • 33646533039 scopus 로고
    • A semiparametric estimation procedure of dependence parameters in multivariate families of distributions
    • Genest C., Ghoudi K., Rivest L.-P. A semiparametric estimation procedure of dependence parameters in multivariate families of distributions. Biometrika 1995, 82:543-552.
    • (1995) Biometrika , vol.82 , pp. 543-552
    • Genest, C.1    Ghoudi, K.2    Rivest, L.-P.3
  • 12
    • 84988077149 scopus 로고
    • Copules archimédiennes et familles de lois bidimensionnelles dont les marges sont données
    • Genest C., MacKay R.J. Copules archimédiennes et familles de lois bidimensionnelles dont les marges sont données. Canad. J. Statist. 1986, 14:145-159.
    • (1986) Canad. J. Statist. , vol.14 , pp. 145-159
    • Genest, C.1    MacKay, R.J.2
  • 14
    • 79251597122 scopus 로고    scopus 로고
    • Conditional copulas, association measures and their applications
    • Gijbels I., Veraverbeke N., Omelka M. Conditional copulas, association measures and their applications. Comput. Statist. Data Anal. 2011, 55:1919-1932.
    • (2011) Comput. Statist. Data Anal. , vol.55 , pp. 1919-1932
    • Gijbels, I.1    Veraverbeke, N.2    Omelka, M.3
  • 15
    • 84986601852 scopus 로고    scopus 로고
    • The copula information criterion and its implications for the maximum pseudo-likelihood estimator
    • World Scientific Books, D. Kurowicka, H. Joe (Eds.)
    • Grønneberg S. The copula information criterion and its implications for the maximum pseudo-likelihood estimator. Dependence Modelling: The Vine Copula Handbook 2010, 113-138. World Scientific Books. D. Kurowicka, H. Joe (Eds.).
    • (2010) Dependence Modelling: The Vine Copula Handbook , pp. 113-138
    • Grønneberg, S.1
  • 16
    • 77955272833 scopus 로고    scopus 로고
    • Efficient estimation of a semiparametric dynamic copula model
    • Hafner C., Reznikova O. Efficient estimation of a semiparametric dynamic copula model. Comput. Statist. Data Anal. 2010, 54:2609-2627.
    • (2010) Comput. Statist. Data Anal. , vol.54 , pp. 2609-2627
    • Hafner, C.1    Reznikova, O.2
  • 17
    • 84876346090 scopus 로고
    • The central limit theorem for dependent random variables
    • Hoeffding W., Robbins H. The central limit theorem for dependent random variables. Duke Math. J. 1948, 15:773-780.
    • (1948) Duke Math. J. , vol.15 , pp. 773-780
    • Hoeffding, W.1    Robbins, H.2
  • 18
    • 33846635121 scopus 로고    scopus 로고
    • Comparison of semiparametric and parametric methods to estimating copulas
    • Kim G., Silvapulle M., Silvapulle P. Comparison of semiparametric and parametric methods to estimating copulas. Comput. Statist. Data Anal. 2007, 51:2836-2850.
    • (2007) Comput. Statist. Data Anal. , vol.51 , pp. 2836-2850
    • Kim, G.1    Silvapulle, M.2    Silvapulle, P.3
  • 23
    • 69049102092 scopus 로고    scopus 로고
    • Improved kernel estimation of copulas: weak convergence and goodness-of-fit testing
    • Omelka M., Gijbels I., Veraverbeke I., N. Improved kernel estimation of copulas: weak convergence and goodness-of-fit testing. Ann. Statist. 2009, 37:3023-3058.
    • (2009) Ann. Statist. , vol.37 , pp. 3023-3058
    • Omelka, M.1    Gijbels, I.2    Veraverbeke, I.N.3
  • 25
    • 0000795592 scopus 로고
    • Fonctions de répartition à n dimensions et leurs marges
    • Sklar A. Fonctions de répartition à n dimensions et leurs marges. Publ. Inst. Statist. Univ. Paris 1959, 8:229-231.
    • (1959) Publ. Inst. Statist. Univ. Paris , vol.8 , pp. 229-231
    • Sklar, A.1
  • 26
    • 0000225504 scopus 로고
    • Conditional empirical processes
    • Stute W. Conditional empirical processes. Ann. Statist. 1986, 14:638-647.
    • (1986) Ann. Statist. , vol.14 , pp. 638-647
    • Stute, W.1
  • 28
    • 27744535723 scopus 로고    scopus 로고
    • Semiparametric estimation in copula models
    • Tsukahara H. Semiparametric estimation in copula models. Canad. J. Statist. 2005, 33:357-375.
    • (2005) Canad. J. Statist. , vol.33 , pp. 357-375
    • Tsukahara, H.1
  • 29
    • 0000131028 scopus 로고    scopus 로고
    • Estimation and bootstrap with censored data in fixed design nonparametric regression
    • Van Keilegom I., Veraverbeke N. Estimation and bootstrap with censored data in fixed design nonparametric regression. Ann. Inst. Statist. Math. 1997, 49:467-491.
    • (1997) Ann. Inst. Statist. Math. , vol.49 , pp. 467-491
    • Van Keilegom, I.1    Veraverbeke, N.2
  • 30
    • 80052685881 scopus 로고    scopus 로고
    • Estimation of a conditional copula and association measures
    • Veraverbeke N., Omelka M., Gijbels I. Estimation of a conditional copula and association measures. Scandinavian J. Statist. 2011, 38:766-780.
    • (2011) Scandinavian J. Statist. , vol.38 , pp. 766-780
    • Veraverbeke, N.1    Omelka, M.2    Gijbels, I.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.