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Volumn 12, Issue 4, 2007, Pages 420-430

Fully nested 3-copula: Procedure and application on hydrological data

Author keywords

Coastal engineering; Data analysis; Environmental planning; Frequency analysis; Hydrological data; Statistics; Three dimensional analysis; Water management

Indexed keywords

DATA REDUCTION; STATISTICS; THREE DIMENSIONAL; WATER MANAGEMENT;

EID: 34347387752     PISSN: 10840699     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)1084-0699(2007)12:4(420)     Document Type: Article
Times cited : (106)

References (56)
  • 1
    • 34347395904 scopus 로고    scopus 로고
    • "A new class of binning-free, multivariate goodness-of-fit tests: The energy tests"
    • (Dec. 12, 2004)
    • Aslan, B., and Zech, G. (2004). "A new class of binning-free, multivariate goodness-of-fit tests: The energy tests." High energy physics-Experiment, hep-ex/0203010, 〈http://arxiv.org/PS_cache/ hep-ex/pdf/0203/0203010.pdf〉 (Dec. 12, 2004).
    • (2004) High Energy Physics-experiment, Hep-ex/0203010
    • Aslan, B.1    Zech, G.2
  • 2
    • 0028184207 scopus 로고
    • "Bivariate exponential model applied to intensities and durations of extreme rainfall"
    • JHYDA70022-169410.1016/0022-1694(94)90166-X
    • Bacchi, B., Becciu, G., and Kottegoda, N. T. (1994). "Bivariate exponential model applied to intensities and durations of extreme rainfall." J. Hydrol. JHYDA70022-169410.1016/0022-1694(94)90166-X, 155(1-2), 225-236.
    • (1994) J. Hydrol. , vol.155 , Issue.1-2 , pp. 225-236
    • Bacchi, B.1    Becciu, G.2    Kottegoda, N.T.3
  • 3
    • 0030211208 scopus 로고    scopus 로고
    • "On Kendall's process"
    • JMVAAI0047-259X10.1006/jmva.1996.0048
    • Barbe, P., Genest, C., Ghoudi, K., and Rémillard, B. (1996). "On Kendall's process." J. Multivariate Anal. JMVAAI0047-259X10.1006/jmva.1996.0048, 58(2), 197-229.
    • (1996) J. Multivariate Anal. , vol.58 , Issue.2 , pp. 197-229
    • Barbe, P.1    Genest, C.2    Ghoudi, K.3    Rémillard, B.4
  • 4
    • 33846341173 scopus 로고    scopus 로고
    • "Copula-based geostatistical models for groundwater quality parameters"
    • WRERAQ0043-139710.1029/2005WR004754 1029/2005WR004754
    • Bárdossy, A. (2006). "Copula-based geostatistical models for groundwater quality parameters." Water Resour. Res. WRERAQ0043-139710.1029/2005WR004754, 42, W1141610.1029/2005WR004754.
    • (2006) Water Resour. Res. , vol.42
    • Bárdossy, A.1
  • 5
    • 0346973088 scopus 로고    scopus 로고
    • "On a new multivariate two-sample test"
    • JMVAAI0047-259X10.1016/S0047-259X(03)00079-4
    • Baringhaus, L., and Franz, C. (2004). "On a new multivariate two-sample test." J. Multivariate Anal. JMVAAI0047-259X10.1016/ S0047-259X(03)00079-4, 88(1), 190-206.
    • (2004) J. Multivariate Anal. , vol.88 , Issue.1 , pp. 190-206
    • Baringhaus, L.1    Franz, C.2
  • 6
    • 12544250267 scopus 로고    scopus 로고
    • "Joint probability of precipitation and discharge deficits in The Netherlands"
    • WRERAQ0043-139710.1029/2004WR003265 1029/2004WR003265
    • Beersma, J. J., and Buishand, T. A. (2004). "Joint probability of precipitation and discharge deficits in The Netherlands." Water Resour. Res. WRERAQ0043-139710.1029/2004WR003265, 40, W1250810. 1029/ 2004WR003265.
    • (2004) Water Resour. Res. , vol.40
    • Beersma, J.J.1    Buishand, T.A.2
  • 7
    • 0346125288 scopus 로고    scopus 로고
    • "Dependence structures for multivariate high-frequency data in finance"
    • ZZZZZZ1469-7688
    • Breymann, W., Dias, A., and Embrechts, P. (2003). "Dependence structures for multivariate high-frequency data in finance." Quant. Finance ZZZZZZ1469-7688, 3(1), 1-14.
    • (2003) Quant. Finance , vol.3 , Issue.1 , pp. 1-14
    • Breymann, W.1    Dias, A.2    Embrechts, P.3
  • 12
    • 0001356226 scopus 로고
    • "Modelling extreme multivariate events"
    • JSTBAJ0035-9246
    • Coles, S., and Tawn, J. A. (1991). "Modelling extreme multivariate events." J. R. Stat. Soc. Ser. B (Methodol.)JSTBAJ0035-9246, 53(2), 377-392.
    • (1991) J. R. Stat. Soc. Ser. B (Methodol.) , vol.53 , Issue.2 , pp. 377-392
    • Coles, S.1    Tawn, J.A.2
  • 14
    • 0347269107 scopus 로고    scopus 로고
    • "A generalized Pareto intensity-duration model of storm rainfall exploiting 2-copulas"
    • JGREA20148-022710.1029/2002JD002534 1029/2002JD002534
    • De Michele, C., and Salvadori, G. (2003). "A generalized Pareto intensity-duration model of storm rainfall exploiting 2-copulas." J. Geophys. Res. JGREA20148-022710.1029/2002JD002534, 108(D2), 406710. 1029/2002JD002534.
    • (2003) J. Geophys. Res. , vol.108 , Issue.D2 , pp. 406710
    • De Michele, C.1    Salvadori, G.2
  • 15
    • 11944260948 scopus 로고    scopus 로고
    • "Bivariate statistical approach to check adequacy of dam spillway"
    • JHYEFF1084-069910.1061/(ASCE)1084-0699(2005) 10:1(50)
    • De Michele, C., Salvadori, G., Canossi, M., Petaccia, A., and Rosso, R. (2005). "Bivariate statistical approach to check adequacy of dam spillway." J. Hydrol. Eng. JHYEFF1084-069910.1061/ (ASCE)1084-0699(2005) 10:1(50), 10(1), 50-57.
    • (2005) J. Hydrol. Eng. , vol.10 , Issue.1 , pp. 50-57
    • De Michele, C.1    Salvadori, G.2    Canossi, M.3    Petaccia, A.4    Rosso, R.5
  • 17
    • 2542583870 scopus 로고    scopus 로고
    • "Modelling dependence with copulas and applications to risk management"
    • S. T. Rachev, ed., Elsevier, North-Holland, Amsterdam, The Netherlands
    • Embrechts, P., Lindskog, F., and McNeil, A. J. (2003). "Modelling dependence with copulas and applications to risk management." Handbook of heavy tailed distributions in finance, S. T. Rachev, ed., Elsevier, North-Holland, Amsterdam, The Netherlands.
    • (2003) Handbook of Heavy Tailed Distributions in Finance
    • Embrechts, P.1    Lindskog, F.2    McNeil, A.J.3
  • 18
    • 2542594763 scopus 로고    scopus 로고
    • "Multivariate hydrological frequency analysis using copulas"
    • WRERAQ0043-139710.1029/2003WR002456 1029/2003WR002456
    • Favre, A.-C., El Adlouni, S., Perreault, L., Thiémonge, N., and Bobée, B. (2004). "Multivariate hydrological frequency analysis using copulas." Water Resour. Res. WRERAQ0043-139710.1029/ 2003WR002456, 40, W0110110. 1029/2003WR002456.
    • (2004) Water Resour. Res. , vol.40
    • Favre, A.-C.1    El Adlouni, S.2    Perreault, L.3    Thiémonge, N.4    Bobée, B.5
  • 19
    • 18744406022 scopus 로고    scopus 로고
    • "Goodness-of-fit tests for copulas"
    • JMVAAI0047-259X
    • Fermanian, J.-D. (2005). "Goodness-of-fit tests for copulas." J. Multivariate Anal. JMVAAI0047-259X, 95(1), 119-152.
    • (2005) J. Multivariate Anal. , vol.95 , Issue.1 , pp. 119-152
    • Fermanian, J.-D.1
  • 20
    • 33646533039 scopus 로고
    • "A semiparametric estimation procedure of dependence parameters in multivariate families of distributions"
    • BIOKAX0006-344410.2307/2337532
    • Genest, C., Ghoudi, K., and Rivest, L.-P. (1995). "A semiparametric estimation procedure of dependence parameters in multivariate families of distributions." Biometrika BIOKAX0006-344410.2307/2337532, 82(3), 543-552.
    • (1995) Biometrika , vol.82 , Issue.3 , pp. 543-552
    • Genest, C.1    Ghoudi, K.2    Rivest, L.-P.3
  • 21
    • 33745318954 scopus 로고    scopus 로고
    • "Goodness-of-fit procedures for copula models based on the probability integral transformation"
    • SJSADG0303-689810.1111/j.1467-9469.2006.00470.x
    • Genest, C., Quessy, J.-F., and Rémillard, B. (2006). "Goodness-of-fit procedures for copula models based on the probability integral transformation." Scand. J. Stat. SJSADG0303-689810.1111/j.1467-9469.2006.00470.x, 33, 337-366.
    • (2006) Scand. J. Stat. , vol.33 , pp. 337-366
    • Genest, C.1    Quessy, J.-F.2    Rémillard, B.3
  • 22
    • 84936112669 scopus 로고
    • "Statistical inference procedures for bivariate Archimedean copulas"
    • JSTNAL0162-145910.2307/2290796
    • Genest, C., and Rivest, L. (1993). "Statistical inference procedures for bivariate Archimedean copulas." J. Am. Stat. Assoc. JSTNAL0162-145910.2307/2290796, 88(423), 1034-1043.
    • (1993) J. Am. Stat. Assoc. , vol.88 , Issue.423 , pp. 1034-1043
    • Genest, C.1    Rivest, L.2
  • 23
    • 0032006420 scopus 로고    scopus 로고
    • "Multivariate modeling of flood flows"
    • JHEND80733-942910.1061/(ASCE)0733-9429(1998)124:2(146)
    • Goel, N. K., Seth, S. M., and Chandra, S. (1998). "Multivariate modeling of flood flows." J. Hydraul. Eng. JHEND80733-942910.1061/ (ASCE)0733-9429(1998)124:2(146), 124(2), 146-155.
    • (1998) J. Hydraul. Eng. , vol.124 , Issue.2 , pp. 146-155
    • Goel, N.K.1    Seth, S.M.2    Chandra, S.3
  • 24
    • 33746255727 scopus 로고    scopus 로고
    • "Asymmetric copula in multivariate flood frequency analysis"
    • AWREDI0309-170810.1016/j.advwatres.2005.09.005
    • Grimaldi, S., and Serinaldi, F. (2006a). "Asymmetric copula in multivariate flood frequency analysis." Adv. Water Resour. AWREDI0309-170810.1016/j.advwatres.2005.09.005, 29(8), 1115-1167.
    • (2006) Adv. Water Resour. , vol.29 , Issue.8 , pp. 1115-1167
    • Grimaldi, S.1    Serinaldi, F.2
  • 25
    • 33645732940 scopus 로고    scopus 로고
    • "Design hyetographs analysis with 3-copula function"
    • HSJODN0262-666710.1623/hysj.51.2.223
    • Grimaldi, S., and Serinaldi, F. (2006b). "Design hyetographs analysis with 3-copula function." Hydrol. Sci. J. HSJODN0262-666710.1623/hysj.51.2.223, 51(2), 223-238.
    • (2006) Hydrol. Sci. J. , vol.51 , Issue.2 , pp. 223-238
    • Grimaldi, S.1    Serinaldi, F.2
  • 27
    • 84947392091 scopus 로고
    • "Bivariate exponential distributions"
    • JSTNAL0003-129110.2307/2281591
    • Gumbel, E. J. (1960). "Bivariate exponential distributions." J. Am. Stat. Assoc. JSTNAL0003-129110.2307/2281591, 55, 698-707.
    • (1960) J. Am. Stat. Assoc. , vol.55 , pp. 698-707
    • Gumbel, E.J.1
  • 28
    • 0000193053 scopus 로고
    • "Some analytical properties of bivariate extreme distributions"
    • JSTNAL0003-129110.2307/2283984
    • Gumbel, E. J., and Mustafi, C. K. (1967). "Some analytical properties of bivariate extreme distributions." J. Am. Stat. Assoc. JSTNAL0003-129110.2307/2283984, 62, 569-588.
    • (1967) J. Am. Stat. Assoc. , vol.62 , pp. 569-588
    • Gumbel, E.J.1    Mustafi, C.K.2
  • 29
    • 33750412434 scopus 로고    scopus 로고
    • "Bayesian copula selection"
    • CSDADW0167-9473
    • Huard, D., Évin, G., and Favre, A.-C. (2006). "Bayesian copula selection." Comput. Stat. Data Anal. CSDADW0167-9473, 51, 809-822.
    • (2006) Comput. Stat. Data Anal. , vol.51 , pp. 809-822
    • Huard, D.1    Évin, G.2    Favre, A.-C.3
  • 31
    • 0346716752 scopus 로고    scopus 로고
    • Preprint, Center of Advanced European Studies and Research, Bonn, Germany (Nov. 25, 2004)
    • Junker, M., and May, A. (2002). Measurement of aggregate risk with copulas, Preprint, Center of Advanced European Studies and Research, Bonn, Germany, 〈http://195.37.61.14:81/preprints/db/preprint_data/ cae_pp_0021_junker_2002-05-09.pdf〉 (Nov. 25, 2004).
    • (2002) Measurement of Aggregate Risk With Copulas
    • Junker, M.1    May, A.2
  • 32
    • 0031572682 scopus 로고    scopus 로고
    • "A multivariate Kolmogorov-Smirnov test of goodness of fit"
    • SPLTDC0167-7152
    • Justel, A., Peña, D., and Zamar, R. (1996). "A multivariate Kolmogorov-Smirnov test of goodness of fit." Stat. Probab. Lett. SPLTDC0167-7152, 35(3), 203-305.
    • (1996) Stat. Probab. Lett. , vol.35 , Issue.3 , pp. 203-305
    • Justel, A.1    Peña, D.2    Zamar, R.3
  • 33
    • 0001502378 scopus 로고
    • "Probabilistic interpretation of complete monotonicity"
    • AEMABN0001-9054
    • Kimberling, C. A. (1974). "Probabilistic interpretation of complete monotonicity." Aequ. Math. AEMABN0001-9054, 10, 152-164.
    • (1974) Aequ. Math. , vol.10 , pp. 152-164
    • Kimberling, C.A.1
  • 34
    • 0000651898 scopus 로고    scopus 로고
    • "Fitting bivariate loss distributions with copulas"
    • IMECDX0167-6687
    • Klugman, S. A., and Parsa, R. (1999). "Fitting bivariate loss distributions with copulas." Insur. Math. Econ. IMECDX0167-6687, 24(1-2), 139-148.
    • (1999) Insur. Math. Econ. , vol.24 , Issue.1-2 , pp. 139-148
    • Klugman, S.A.1    Parsa, R.2
  • 36
    • 0004156740 scopus 로고    scopus 로고
    • Lecture Notes in Statistics 139, Springer, New York
    • Nelsen, R. B. (1999). An introduction to copulas, Lecture Notes in Statistics 139, Springer, New York.
    • (1999) An Introduction to Copulas
    • Nelsen, R.B.1
  • 37
    • 33847237299 scopus 로고    scopus 로고
    • "Use of a Gaussian copula for multivariate extreme value analysis"
    • AWREDI0309-1708, 10.1016/j.advwatres.2006.08.001 in press
    • Renard, B., and Lang, M. (2006). "Use of a Gaussian copula for multivariate extreme value analysis." Adv. Water Resour. AWREDI0309-1708, 10.1016/j.advwatres.2006.08.001 in press.
    • (2006) Adv. Water Resour.
    • Renard, B.1    Lang, M.2
  • 38
    • 0000301907 scopus 로고
    • "Remarks on a multivariate transformation"
    • AASTAD0003-4851
    • Rosenblatt, M. (1952). "Remarks on a multivariate transformation." Ann. Math. Stat. AASTAD0003-4851, 23(3), 470-472.
    • (1952) Ann. Math. Stat. , vol.23 , Issue.3 , pp. 470-472
    • Rosenblatt, M.1
  • 39
    • 12544258027 scopus 로고    scopus 로고
    • "Frequency analysis via copulas: Theoretical aspects and applications to hydrological events"
    • WRERAQ0043-139710.1029/2004WR003133 1029/2004wr003133
    • Salvadori, G., and De Michele, C. (2004). "Frequency analysis via copulas: Theoretical aspects and applications to hydrological events." Water Resour. Res. WRERAQ0043-139710.1029/2004WR003133, 40, W1251110. 1029/2004wr003133.
    • (2004) Water Resour. Res. , vol.40
    • Salvadori, G.1    De Michele, C.2
  • 40
    • 33645843059 scopus 로고    scopus 로고
    • "Statistical characterization of temporal structure of storms"
    • AWREDI0309-170810.1016/j.advwatres.2005.07.013
    • Salvadori, G., and De Michele, C. (2006). "Statistical characterization of temporal structure of storms." Adv. Water Resour. AWREDI0309-170810.1016/j.advwatres.2005.07.013, 29(6), 827-842.
    • (2006) Adv. Water Resour. , vol.29 , Issue.6 , pp. 827-842
    • Salvadori, G.1    De Michele, C.2
  • 42
    • 34347370391 scopus 로고    scopus 로고
    • "Stochastic dependence modeling in environmental hydrology"
    • Indian Institute of Technology, Roorkee, India
    • Singh, V. P., and Zhang, L. (2004b). "Stochastic dependence modeling in environmental hydrology." Proc., Int. Conf. on Hydraulic Engineering: Research and Practice, Indian Institute of Technology, Roorkee, India, 46-59.
    • (2004) Proc., Int. Conf. on Hydraulic Engineering: Research and Practice , pp. 46-59
    • Singh, V.P.1    Zhang, L.2
  • 43
    • 0000795592 scopus 로고
    • "Fonction de répartition à n dimensions et leurs marges"
    • PBSPA30553-2930
    • Sklar, A. (1959). "Fonction de répartition à n dimensions et leurs marges." Publ. Inst. Stat. Univ. Paris PBSPA30553-2930, 8, 229-231.
    • (1959) Publ. Inst. Stat. Univ. Paris , vol.8 , pp. 229-231
    • Sklar, A.1
  • 45
    • 0001423124 scopus 로고
    • "Bivariate extreme value theory: Models and estimation"
    • BIOKAX0006-344410.1093/biomet/75.3.397
    • Tawn, J. A. (1988). "Bivariate extreme value theory: Models and estimation." Biometrika BIOKAX0006-344410.1093/biomet/75.3.397, 75(3), 397-415.
    • (1988) Biometrika , vol.75 , Issue.3 , pp. 397-415
    • Tawn, J.A.1
  • 46
    • 0001032278 scopus 로고
    • "Modelling multivariate extreme value distributions"
    • BIOKAX0006-344410.1093/biomet/77.2.245
    • Tawn, J. A. (1990). "Modelling multivariate extreme value distributions." Biometrika BIOKAX0006-344410.1093/biomet/77.2.245, 77(2), 245-253.
    • (1990) Biometrika , vol.77 , Issue.2 , pp. 245-253
    • Tawn, J.A.1
  • 47
    • 0442325138 scopus 로고    scopus 로고
    • "Model selection and semiparametric inference for bivariate failure-time data"
    • JSTNAL0162-145910.2307/2669523
    • Wang, W., and Wells, M. T. (2000). "Model selection and semiparametric inference for bivariate failure-time data." J. Am. Stat. Assoc. JSTNAL0162-145910.2307/2669523, 95(449), 62-72.
    • (2000) J. Am. Stat. Assoc. , vol.95 , Issue.449 , pp. 62-72
    • Wang, W.1    Wells, M.T.2
  • 48
    • 3142579298 scopus 로고    scopus 로고
    • "Sampling from Archimedean copulas"
    • ZZZZZZ1469-7688
    • Whelan, N. (2004). "Sampling from Archimedean copulas." Quant. Finance ZZZZZZ1469-7688, 4(3), 339-352.
    • (2004) Quant. Finance , vol.4 , Issue.3 , pp. 339-352
    • Whelan, N.1
  • 49
    • 0034071136 scopus 로고    scopus 로고
    • "Joint probability distribution of annual maximum storm peaks and amounts as represented by daily rainfalls"
    • HSJODN0262-6667
    • Yue, S. (2000). "Joint probability distribution of annual maximum storm peaks and amounts as represented by daily rainfalls." Hydrol. Sci. J. HSJODN0262-6667, 45(2), 315-326.
    • (2000) Hydrol. Sci. J. , vol.45 , Issue.2 , pp. 315-326
    • Yue, S.1
  • 50
    • 0035971648 scopus 로고    scopus 로고
    • "A bivariate gamma distribution for use in multivariate flood frequency analysis"
    • HYPRE30885-608710.1002/hyp.259
    • Yue, S. (2001a). "A bivariate gamma distribution for use in multivariate flood frequency analysis." Hydrolog. Process.HYPRE30885-608710.1002/hyp.259, 15(6), 1033-1045.
    • (2001) Hydrolog. Process. , vol.15 , Issue.6 , pp. 1033-1045
    • Yue, S.1
  • 51
    • 0034479780 scopus 로고    scopus 로고
    • "The Gumbel logistic model for representing a multivariate storm event"
    • AWREDI0309-170810.1016/S0309-1708(00)00039-7
    • Yue, S. (2001b). "The Gumbel logistic model for representing a multivariate storm event." Adv. Water Resour. AWREDI0309-170810.1016/S0309-1708(00)00039-7, 24(2), 179-185.
    • (2001) Adv. Water Resour. , vol.24 , Issue.2 , pp. 179-185
    • Yue, S.1
  • 52
    • 0033590199 scopus 로고    scopus 로고
    • "The Gumbel mixed model for flood frequency analysis"
    • JHYDA70022-169410.1016/S0022-1694(99)00168-7
    • Yue, S., Ouarda, T. B. M. J., Bobée, B., Legendre, P., and Bruneau, P. (1999). "The Gumbel mixed model for flood frequency analysis." J. Hydrol. JHYDA70022-169410.1016/S0022-1694(99)00168-7, 226(1-2), 88-100.
    • (1999) J. Hydrol. , vol.226 , Issue.1-2 , pp. 88-100
    • Yue, S.1    Ouarda, T.B.M.J.2    Bobée, B.3    Legendre, P.4    Bruneau, P.5
  • 53
    • 2442535189 scopus 로고    scopus 로고
    • "A comparison of two bivariate extreme value distributions"
    • ZZZZZZ1436-3240
    • Yue, S., and Wang, C. Y. (2004). "A comparison of two bivariate extreme value distributions." Stochastic Environ. Res. Risk Assess. ZZZZZZ1436-3240, 18(2), 61-66.
    • (2004) Stochastic Environ. Res. Risk Assess. , vol.18 , Issue.2 , pp. 61-66
    • Yue, S.1    Wang, C.Y.2
  • 54
    • 34347378208 scopus 로고    scopus 로고
    • "A new test for the multivariate two-sample problem based on the concept of minimum energy"
    • MathPR/0309164, (Dec. 12, 2004)
    • Zech, G., and Aslan, B. (2004). "A new test for the multivariate two-sample problem based on the concept of minimum energy." Mathematics, math. PR/0309164, 〈http://arxiv.org/PS_cache/math/ pdf/ 0309/0309164.pdf〉 (Dec. 12, 2004).
    • (2004) Mathematics
    • Zech, G.1    Aslan, B.2
  • 55
    • 33144488602 scopus 로고    scopus 로고
    • "Bivariate flood frequency analysis using the copula method"
    • JHYEFF1084-069910.1061/(ASCE)1084-0699(2006)11:2(150)
    • Zhang, L., and Singh, V. P. (2006a). "Bivariate flood frequency analysis using the copula method." J. Hydrol. Eng. JHYEFF1084-069910.1061/(ASCE)1084-0699(2006)11:2(150), 11(2), 150-164.
    • (2006) J. Hydrol. Eng. , vol.11 , Issue.2 , pp. 150-164
    • Zhang, L.1    Singh, V.P.2
  • 56
    • 33845564762 scopus 로고    scopus 로고
    • "Bivariate rainfall frequency distributions using Archimedean copulas"
    • JHYDA70022-1694, 10.1016/j.jhydrol.2006.06.033in press
    • Zhang, L., and Singh, V. P. (2006b). "Bivariate rainfall frequency distributions using Archimedean copulas." J. Hydrol.JHYDA70022-1694, 10.1016/j.jhydrol.2006.06.033in press.
    • (2006) J. Hydrol.
    • Zhang, L.1    Singh, V.P.2


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