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Volumn 34, Issue 9, 2010, Pages 1-20

Modeling multivariate distributions with continuous margins using the copula R package

Author keywords

Goodness of fit; Multivariate independence; Pseudo observations; Rank based tests; Serial independence

Indexed keywords


EID: 77953211482     PISSN: 15487660     EISSN: 15487660     Source Type: Journal    
DOI: 10.18637/jss.v034.i09     Document Type: Article
Times cited : (338)

References (46)
  • 1
    • 74049141785 scopus 로고    scopus 로고
    • On the Test of Ghoudi, Khoudraji, and Rivest for Extreme-Value Dependence
    • Ben Ghorbal M, Genest C, Nešlehová J (2009).On the Test of Ghoudi, Khoudraji, and Rivest for Extreme-Value Dependence. The Canadian Journal of Statistics, 37(4), 534-552.
    • (2009) The Canadian Journal of Statistics , vol.37 , Issue.4 , pp. 534-552
    • Ben Ghorbal, M.1    Genest, C.2    Nešlehová, J.3
  • 2
    • 68949159313 scopus 로고    scopus 로고
    • Copula Goodness-of-Git Testing: An Overview and Power Comparison
    • Berg D (2009). Copula Goodness-of-Git Testing: An Overview and Power Comparison. The European Journal of Finance, 15, 675-701.
    • (2009) The European Journal of Finance , vol.15 , pp. 675-701
    • Berg, D.1
  • 3
    • 0000360523 scopus 로고
    • Distribution Free Tests of Independence Based on the Sample Distribution Function
    • Blum J, Kiefer J, Rosenblatt M (1961). Distribution Free Tests of Independence Based on the Sample Distribution Function. Annals of Mathematical Statistics, 32, 485-498.
    • (1961) Annals of Mathematical Statistics , vol.32 , pp. 485-498
    • Blum, J.1    Kiefer, J.2    Rosenblatt, M.3
  • 4
    • 27744551283 scopus 로고    scopus 로고
    • Pseudo-Likelihood Ratio Tests for Semiparametric Multivariate Mopula Model Selection
    • Chen X, Fan Y (2005). Pseudo-Likelihood Ratio Tests for Semiparametric Multivariate Mopula Model Selection. Canadian Journal of Statistics, 33, 389-414.
    • (2005) Canadian Journal of Statistics , vol.33 , pp. 389-414
    • Chen, X.1    Fan, Y.2
  • 6
    • 0345570052 scopus 로고
    • La fonction de dépendance empirique et ses propriétés: Un test non paramétrique d'indépendance. Bulletin de la Classe des Sciences, V
    • Deheuvels P (1979). La fonction de dépendance empirique et ses propriétés: un test non paramétrique d'indépendance. Bulletin de la Classe des Sciences, V. Série, Académie Royale de Belgique, 65, 274-292.
    • (1979) Série, Académie Royale De Belgique , vol.65 , pp. 274-292
    • Deheuvels, P.1
  • 7
    • 0000429471 scopus 로고
    • An Asymptotic Decomposition for Multivariate Distribution-Free Tests of Independence
    • Deheuvels P (1981a). An Asymptotic Decomposition for Multivariate Distribution-Free Tests of Independence. Journal of Multivariate Analysis, 11, 102-113.
    • (1981) Journal of Multivariate Analysis , vol.11 , pp. 102-113
    • Deheuvels, P.1
  • 14
    • 34347377353 scopus 로고    scopus 로고
    • Everything You Always Wanted to Know about Copula Modeling but Were Afraid to Ask
    • Genest C, Favre AC (2007).Everything You Always Wanted to Know about Copula Modeling but Were Afraid to Ask. Journal of Hydrological Engineering, 12, 347-368.
    • (2007) Journal of Hydrological Engineering , vol.12 , pp. 347-368
    • Genest, C.1    Favre, A.C.2
  • 16
    • 33646533039 scopus 로고
    • A Semiparametric Estimation Procedure of Dependence Parameters in Multivariate Families of Distributions
    • Genest C, Ghoudi K, Rivest LP (1995). A Semiparametric Estimation Procedure of Dependence Parameters in Multivariate Families of Distributions. Biometrika, 82, 543-552.
    • (1995) Biometrika , vol.82 , pp. 543-552
    • Genest, C.1    Ghoudi, K.2    Rivest, L.P.3
  • 17
    • 33745318954 scopus 로고    scopus 로고
    • Goodness-of-Fit Procedures for Copulas Models Based on the Probability Integral Transformation
    • Genest C, Quessy JF, Rémillard B (2006). Goodness-of-Fit Procedures for Copulas Models Based on the Probability Integral Transformation. Scandinavian Journal of Statistics, 33, 337-366.
    • (2006) Scandinavian Journal of Statistics , vol.33 , pp. 337-366
    • Genest, C.1    Quessy, J.F.2    Rémillard, B.3
  • 18
    • 49449096923 scopus 로고    scopus 로고
    • Asymptotic Local Efficiency of Cramér-von Mises Tests for Multivariate Independence
    • Genest C, Quessy JF, Rémillard B (2007). Asymptotic Local Efficiency of Cramér-von Mises Tests for Multivariate Independence. The Annals of Statistics, 35, 166-191.
    • (2007) The Annals of Statistics , vol.35 , pp. 166-191
    • Genest, C.1    Quessy, J.F.2    Rémillard, B.3
  • 19
    • 13444252724 scopus 로고    scopus 로고
    • Tests of Independence and Randomness Based on the Empirical Copula Process
    • Genest C, Rémillard B (2004). Tests of Independence and Randomness Based on the Empirical Copula Process. Test, 13(2), 335-369.
    • (2004) Test , vol.13 , Issue.2 , pp. 335-369
    • Genest, C.1    Rémillard, B.2
  • 23
    • 0035192969 scopus 로고    scopus 로고
    • A Nonparametric Test of Serial Independence for Times Series and Residuals
    • Ghoudi K, Kulperger R, Rémillard B (2001). A Nonparametric Test of Serial Independence for Times Series and Residuals. Journal of Multivariate Analysis, 79, 191-218.
    • (2001) Journal of Multivariate Analysis , vol.79 , pp. 191-218
    • Ghoudi, K.1    Kulperger, R.2    Rémillard, B.3
  • 25
    • 63449124772 scopus 로고    scopus 로고
    • Using Copulas to Model Price Dependence in Energy Markets
    • Grégoire V, Genest C, Gendron M (2008). Using Copulas to Model Price Dependence in Energy Markets. Energy Risk, 5(5), 58-64.
    • (2008) Energy Risk , vol.5 , Issue.5 , pp. 58-64
    • Grégoire, V.1    Genest, C.2    Gendron, M.3
  • 29
    • 33846635121 scopus 로고    scopus 로고
    • Comparison of Semiparametric and Parametric Methods for Estimating Copulas
    • Kim G, Silvapulle M, Silvapulle P (2007). Comparison of Semiparametric and Parametric Methods for Estimating Copulas. Computational Statistics and Data Analysis, 51(6), 2836-2850.
    • (2007) Computational Statistics and Data Analysis , vol.51 , Issue.6 , pp. 2836-2850
    • Kim, G.1    Silvapulle, M.2    Silvapulle, P.3
  • 31
    • 62449176907 scopus 로고    scopus 로고
    • Tests of Independence among Continuous Random Vectors Based on Cramér-von Mises Functionals of the Empirical Copula Process
    • Kojadinovic I, Holmes M (2009). Tests of Independence among Continuous Random Vectors Based on Cramér-von Mises Functionals of the Empirical Copula Process. Journal of Multivariate Analysis, 100(6), 1137-1154.
    • (2009) Journal of Multivariate Analysis , vol.100 , Issue.6 , pp. 1137-1154
    • Kojadinovic, I.1    Holmes, M.2
  • 35
    • 0017846358 scopus 로고
    • On a Measure of Lack of Fit in Time Series Models
    • Ljung G, Box G (1978). On a Measure of Lack of Fit in Time Series Models. Biometrika, 65,297-303.
    • (1978) Biometrika , vol.65 , pp. 297-303
    • Ljung, G.1    Box, G.2
  • 38
    • 84907095419 scopus 로고    scopus 로고
    • R: A Language and Environment for Statistical Computing
    • R Development Core Team, Vienna, Austria. ISBN 3-900051-07-0, URL
    • R Development Core Team (2009). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http://www.R-project.org/.
    • (2009) R Foundation For Statistical Computing
  • 42
    • 23444435040 scopus 로고    scopus 로고
    • A Kolmogorov-Smirnov Type Test for Positive Quadrant Dependence
    • Scaillet O (2005). A Kolmogorov-Smirnov Type Test for Positive Quadrant Dependence. Canadian Journal of Statistics, 33, 415-427.
    • (2005) Canadian Journal of Statistics , vol.33 , pp. 415-427
    • Scaillet, O.1
  • 45
    • 35349017857 scopus 로고    scopus 로고
    • Enjoy the Joy of Copulas: With a Package copula
    • URL
    • Yan J (2007). Enjoy the Joy of Copulas: With a Package copula. Journal of Statistical Software, 21(4), 1-21. URL http://www.jstatsoft.org/v21/i04/.
    • (2007) Journal of Statistical Software , vol.21 , Issue.4 , pp. 1-21
    • Yan, J.1


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