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Volumn 110, Issue , 2012, Pages 133-150

Likelihood inference for Archimedean copulas in high dimensions under known margins

Author keywords

Archimedean copulas; Confidence intervals; Maximum likelihood estimation; Multi parameter families

Indexed keywords


EID: 84862024946     PISSN: 0047259X     EISSN: 10957243     Source Type: Journal    
DOI: 10.1016/j.jmva.2012.02.019     Document Type: Article
Times cited : (115)

References (37)
  • 2
    • 77249134143 scopus 로고    scopus 로고
    • Models for construction of multivariate dependence-a comparison study
    • Berg D., Aas K. Models for construction of multivariate dependence-a comparison study. European J. Finance 2009, 15:639-659.
    • (2009) European J. Finance , vol.15 , pp. 639-659
    • Berg, D.1    Aas, K.2
  • 3
    • 70350006841 scopus 로고    scopus 로고
    • Exponential polynomials, Stirling numbers, and evaluation of some gamma integrals
    • Boyadzhiev K.N. Exponential polynomials, Stirling numbers, and evaluation of some gamma integrals. Abstr. Appl. Anal. 2009.
    • (2009) Abstr. Appl. Anal.
    • Boyadzhiev, K.N.1
  • 4
    • 0348186338 scopus 로고    scopus 로고
    • Cambridge University Press, Cambridge
    • Davison A.C. Statistical Models 2003, Cambridge University Press, Cambridge.
    • (2003) Statistical Models
    • Davison, A.C.1
  • 5
    • 0018115641 scopus 로고
    • Assessing the accuracy of the maximum likelihood estimator: observed versus expected Fisher information
    • Efron B., Hinkley D.V. Assessing the accuracy of the maximum likelihood estimator: observed versus expected Fisher information. Biometrika 1978, 65:457-487.
    • (1978) Biometrika , vol.65 , pp. 457-487
    • Efron, B.1    Hinkley, D.V.2
  • 6
    • 80052652041 scopus 로고    scopus 로고
    • On Archimedean copulas and a non-parametric estimation method
    • Embrechts P., Hofert M. On Archimedean copulas and a non-parametric estimation method. TEST 2011, 20:263-270.
    • (2011) TEST , vol.20 , pp. 263-270
    • Embrechts, P.1    Hofert, M.2
  • 8
    • 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
  • 9
    • 85011141497 scopus 로고    scopus 로고
    • Comment on understanding relationships using copulas by E.W. Frees and E.A. Valdez
    • Genest C., Ghoudi K., Rivest L.-P. Comment on understanding relationships using copulas by E.W. Frees and E.A. Valdez. North Amer. Act. J. 1998, 2:143-149.
    • (1998) North Amer. Act. J. , vol.2 , pp. 143-149
    • Genest, C.1    Ghoudi, K.2    Rivest, L.-P.3
  • 11
    • 33745318954 scopus 로고    scopus 로고
    • Goodness-of-fit procedures for copula models based on the probability integral transformation
    • Genest C., Quessy J.-F., Rémillard B. Goodness-of-fit procedures for copula models based on the probability integral transformation. Scandinavian J. Statist. 2006, 33:337-366.
    • (2006) Scandinavian J. Statist. , vol.33 , pp. 337-366
    • Genest, C.1    Quessy, J.-F.2    Rémillard, B.3
  • 12
    • 63449084564 scopus 로고    scopus 로고
    • Goodness-of-fit tests for copulas: a review and a power study
    • Genest C., Rémillard B., Beaudoin D. Goodness-of-fit tests for copulas: a review and a power study. Insurance Math. Econom. 2009, 44:199-213.
    • (2009) Insurance Math. Econom. , vol.44 , pp. 199-213
    • Genest, C.1    Rémillard, B.2    Beaudoin, D.3
  • 15
    • 84862015015 scopus 로고    scopus 로고
    • A stochastic representation and sampling algorithm for nested Archimedean copulas
    • in press, doi:10.1080/00949655.2011.574632
    • M. Hofert, A stochastic representation and sampling algorithm for nested Archimedean copulas, J. Statist. Comput. Simul., in press (). doi:10.1080/00949655.2011.574632.
    • J. Statist. Comput. Simul.
    • Hofert, M.1
  • 16
    • 77958039818 scopus 로고    scopus 로고
    • Efficiently sampling nested Archimedean copulas
    • Hofert M. Efficiently sampling nested Archimedean copulas. Comp. Statist. Data Anal. 2011, 55:57-70.
    • (2011) Comp. Statist. Data Anal. , vol.55 , pp. 57-70
    • Hofert, M.1
  • 17
    • 79952973690 scopus 로고    scopus 로고
    • Nested Archimedean copulas meet R: the nacopula package
    • Hofert M., Mächler M. Nested Archimedean copulas meet R: the nacopula package. J. Statist. Software 2011, 39:1-20.
    • (2011) J. Statist. Software , vol.39 , pp. 1-20
    • Hofert, M.1    Mächler, M.2
  • 18
    • 79957833035 scopus 로고    scopus 로고
    • CDO pricing with nested Archimedean copulas
    • Hofert M., Scherer M. CDO pricing with nested Archimedean copulas. Quant. Finance 2011, 11:775-787.
    • (2011) Quant. Finance , vol.11 , pp. 775-787
    • Hofert, M.1    Scherer, M.2
  • 19
    • 78951489575 scopus 로고    scopus 로고
    • Copula Theory and its Applications
    • Springer, P. Jaworski, F. Durante, W.K. Härdle, T. Rychlik (Eds.)
    • Copula Theory and its Applications. Lecture Notes in Statistics-Proceedings 2010, vol. 198. Springer. P. Jaworski, F. Durante, W.K. Härdle, T. Rychlik (Eds.).
    • (2010) Lecture Notes in Statistics-Proceedings , vol.198
  • 21
    • 0030140587 scopus 로고    scopus 로고
    • Multivariate distributions from mixtures of max-infinitely divisible distributions
    • Joe H., Hu T. Multivariate distributions from mixtures of max-infinitely divisible distributions. J. Multivariate Anal. 1996, 57:240-265.
    • (1996) J. Multivariate Anal. , vol.57 , pp. 240-265
    • Joe, H.1    Hu, T.2
  • 22
    • 77953288433 scopus 로고    scopus 로고
    • Comparison of three semiparametric methods for estimating dependence parameters in copula models
    • Kojadinovic I., Yan J. Comparison of three semiparametric methods for estimating dependence parameters in copula models. Insurance Math. Econom. 2010, 47:52-63.
    • (2010) Insurance Math. Econom. , vol.47 , pp. 52-63
    • Kojadinovic, I.1    Yan, J.2
  • 23
    • 77953211482 scopus 로고    scopus 로고
    • Modeling multivariate distributions with continuous margins using the copula R package
    • Kojadinovic I., Yan J. Modeling multivariate distributions with continuous margins using the copula R package. J. Statist. Software 2010, 34:1-20.
    • (2010) J. Statist. Software , vol.34 , pp. 1-20
    • Kojadinovic, I.1    Yan, J.2
  • 24
    • 79951550002 scopus 로고    scopus 로고
    • Construction of asymmetric multivariate copulas
    • (Corr.)
    • Liebscher E. Construction of asymmetric multivariate copulas. J. Multivariate Anal.. J. Multivariate Anal. 2011, 102:869-870. (Corr.).
    • (2011) J. Multivariate Anal.. J. Multivariate Anal. , vol.102 , pp. 869-870
    • Liebscher, E.1
  • 27
    • 0030703728 scopus 로고    scopus 로고
    • Dependence and order in families of Archimedean copulas
    • Nelsen R.B. Dependence and order in families of Archimedean copulas. J. Multivariate Anal. 1997, 111-122.
    • (1997) J. Multivariate Anal. , pp. 111-122
    • Nelsen, R.B.1
  • 29
    • 70350096085 scopus 로고
    • Large sample estimation and hypothesis testing
    • Elsevier, North Holland, R.F. Engle, D.L. McFadden (Eds.)
    • Newey W.K., McFadden D. Large sample estimation and hypothesis testing. Handbook of Econometrics 1994, 2111-2245. Elsevier, North Holland. R.F. Engle, D.L. McFadden (Eds.).
    • (1994) Handbook of Econometrics , pp. 2111-2245
    • Newey, W.K.1    McFadden, D.2
  • 31
    • 77949339034 scopus 로고    scopus 로고
    • Hierarchies of Archimedean copulas
    • Savu C., Trede M. Hierarchies of Archimedean copulas. Quant. Finance 2010, 10:295-304.
    • (2010) Quant. Finance , vol.10 , pp. 295-304
    • Savu, C.1    Trede, M.2
  • 32
    • 0005629768 scopus 로고
    • Allgemeine sätze für eine theorie der höheren differential-quotienten
    • Schlömilch O. Allgemeine sätze für eine theorie der höheren differential-quotienten. Arch. Math. Phys. 1846, 7:204-214.
    • (1846) Arch. Math. Phys. , vol.7 , pp. 204-214
    • Schlömilch, O.1
  • 34
    • 0009095633 scopus 로고
    • Fisher information for a multivariate extreme value distribution
    • Shi D. Fisher information for a multivariate extreme value distribution. Biometrika 1995, 82:644-649.
    • (1995) Biometrika , vol.82 , pp. 644-649
    • Shi, D.1
  • 35
    • 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
  • 36
    • 84879391958 scopus 로고    scopus 로고
    • Copula parameter estimation: numerical considerations and implications for risk management
    • Weiß G.N.F. Copula parameter estimation: numerical considerations and implications for risk management. J. Risk 2010, 13:17-53.
    • (2010) J. Risk , vol.13 , pp. 17-53
    • Weiß, G.N.F.1
  • 37
    • 34548329426 scopus 로고    scopus 로고
    • Simulating exchangeable multivariate Archimedean copulas and its applications
    • Wu F., Valdez E.A., Sherris M. Simulating exchangeable multivariate Archimedean copulas and its applications. Comm. Statist. Simul. Comput. 2007, 36:1019-1034.
    • (2007) Comm. Statist. Simul. Comput. , vol.36 , pp. 1019-1034
    • Wu, F.1    Valdez, E.A.2    Sherris, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.