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Volumn 38, Issue 11-12, 2011, Pages 1338-1346

A comparison of estimators for the generalised Pareto distribution

Author keywords

Estimator; Extremes; Generalised Pareto distribution; Peaks over threshold

Indexed keywords

BIAS AND VARIANCE; COMPUTATIONAL COSTS; ESTIMATION METHODS; ESTIMATOR; EXTREMES; LOW SENSITIVITY; MONTE CARLO SIMULATION; PARETO DISTRIBUTIONS; PEAK WAVE HEIGHT; PEAKS-OVER-THRESHOLD; PROBABILITY WEIGHTED MOMENTS; QUANTILE ESTIMATORS; RETURN VALUE; SAMPLE SIZES; SHAPE PARAMETERS; SIGNIFICANT WAVE HEIGHT;

EID: 79960554531     PISSN: 00298018     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.oceaneng.2011.06.005     Document Type: Article
Times cited : (62)

References (31)
  • 1
    • 35348939071 scopus 로고    scopus 로고
    • Revisiting some estimation methods for the generalized Pareto distribution
    • DOI 10.1016/j.jhydrol.2007.09.007, PII S0022169407004891
    • F. Ashkar, and C. Nwentsa Tatsambon Revisiting some estimation methods for the generalized Pareto distribution J. Hydrol. 346 2007 136 143 (Pubitemid 47615038)
    • (2007) Journal of Hydrology , vol.346 , Issue.3-4 , pp. 136-143
    • Ashkar, F.1    Nwentsa Tatsambon, C.2
  • 3
    • 17744397297 scopus 로고    scopus 로고
    • 100-year return value estimates for ocean wind speed and significant wave height from the ERA-40 data
    • DOI 10.1175/JCLI-3312.1
    • S. Caires, and A. Sterl 100-Year return value estimates for ocean wind speed and significant wave height from the ERA-40 data J. Clim. 18 7 2005 1032 1048 (Pubitemid 40578919)
    • (2005) Journal of Climate , vol.18 , Issue.7 , pp. 1032-1048
    • Caires, S.1    Sterl, A.2
  • 4
    • 0031329205 scopus 로고    scopus 로고
    • Fitting the generalized Pareto distribution to data
    • E. Castillo, and A.S. Hadi Fitting the generalized Pareto distribution to data J. Am. Stat. Assoc. 92 440 1997 1609 1620
    • (1997) J. Am. Stat. Assoc. , vol.92 , Issue.440 , pp. 1609-1620
    • Castillo, E.1    Hadi, A.S.2
  • 5
    • 33646949295 scopus 로고    scopus 로고
    • Statistical inference for the generalized Pareto distribution: Maximum likelihood revisited
    • DOI 10.1080/03610920500501429, PII H78036622881275
    • A. Chaouche, and J.N. Bacro Statistical inference for the generalized Pareto distribution: maximum likelihood revisited Commun. Stat.: Theory Methods 35 5 2006 785 802 (Pubitemid 43791559)
    • (2006) Communications in Statistics - Theory and Methods , vol.35 , Issue.5 , pp. 785-802
    • Chaouche, A.1    Bacro, J.-N.2
  • 7
    • 0001771552 scopus 로고    scopus 로고
    • Likelihood-based inference for extreme value models
    • S. Coles, and M.J. Dixon Likelihood-based inference for extreme value models Extremes 2 1 1999 5 23
    • (1999) Extremes , vol.2 , Issue.1 , pp. 5-23
    • Coles, S.1    Dixon, M.J.2
  • 8
    • 0000617024 scopus 로고
    • Models for exceedances over high thresholds
    • A.C. Davison, and R.L. Smith Models for exceedances over high thresholds J. R. Stat. Soc. B 52 3 1990 393 442
    • (1990) J. R. Stat. Soc. B , vol.52 , Issue.3 , pp. 393-442
    • Davison, A.C.1    Smith, R.L.2
  • 9
    • 75949100050 scopus 로고    scopus 로고
    • Parameter estimation of the generalized Pareto distribution - Parts i & II
    • P. de Zea Bermudez, and S. Kotz Parameter estimation of the generalized Pareto distribution - Parts I & II J. Stat. Plann. Inference 140 2010 1353 1388
    • (2010) J. Stat. Plann. Inference , vol.140 , pp. 1353-1388
    • De Zea Bermudez, P.1    Kotz, S.2
  • 10
    • 68149112617 scopus 로고    scopus 로고
    • Performances of some parameter estimators of the generalized Pareto distribution over rounded-off samples
    • R. Deidda, and M. Puliga Performances of some parameter estimators of the generalized Pareto distribution over rounded-off samples Phys. Chem. Earth 34 2009 626 634
    • (2009) Phys. Chem. Earth , vol.34 , pp. 626-634
    • Deidda, R.1    Puliga, M.2
  • 11
    • 0030486058 scopus 로고    scopus 로고
    • Estimating the probability of obtaining nonfeasible parameter estimates of the generalized Pareto distribution
    • D.J. Dupuis Estimating the probability of obtaining nonfeasible parameter estimates of the generalized Pareto distribution J. Stat. Comput. Simulation 54 1996 197 209
    • (1996) J. Stat. Comput. Simulation , vol.54 , pp. 197-209
    • Dupuis, D.J.1
  • 12
    • 0000388228 scopus 로고    scopus 로고
    • Exceedances over high thresholds: A guide to threshold selection
    • D.J. Dupuis Exceedances over high thresholds: a guide to threshold selection Extremes 1 3 1998 251 261
    • (1998) Extremes , vol.1 , Issue.3 , pp. 251-261
    • Dupuis, D.J.1
  • 13
    • 0001281022 scopus 로고    scopus 로고
    • A hybrid estimator for generalized Pareto and extreme-value distributions
    • D.J. Dupuis, and M. Tsao A hybrid estimator for generalized Pareto and extreme-value distributions Commun. Stat.: Theory Methods 27 1998 925 941 (Pubitemid 128693938)
    • (1998) Communications in Statistics - Theory and Methods , vol.27 , Issue.4 , pp. 925-941
    • Dupuis, D.J.1    Tsao, M.2
  • 14
    • 0344359789 scopus 로고    scopus 로고
    • An application of the peaks over threshold method to predict extremes of significant wave height
    • J.A. Ferreira, and C. Guedes Soares An application of the peaks over threshold method to predict extremes of significant wave height J. Offshore Mech. Arctic Eng. 120 1998 165 176 (Pubitemid 29007347)
    • (1998) Journal of Offshore Mechanics and Arctic Engineering , vol.120 , Issue.3 , pp. 165-176
    • Ferreira, J.A.1    Guedes Soares, C.2
  • 16
    • 84952103052 scopus 로고
    • Computing maximum likelihood estimates for the generalized Pareto distribution
    • S.D. Grimshaw Computing maximum likelihood estimates for the generalized Pareto distribution Technometrics 35 1993 185 191
    • (1993) Technometrics , vol.35 , pp. 185-191
    • Grimshaw, S.D.1
  • 17
    • 0000310360 scopus 로고
    • L-moments: Analysis and estimation of distributions using linear combinations of order statistics
    • J.R.M. Hosking L-moments: analysis and estimation of distributions using linear combinations of order statistics J. R. Stat. Soc. B 52 1 1990 105 124
    • (1990) J. R. Stat. Soc. B , vol.52 , Issue.1 , pp. 105-124
    • Hosking, J.R.M.1
  • 18
    • 0023400777 scopus 로고
    • Parameter and quantile estimation for the generalized Pareto distribution
    • J.R.M. Hosking, and J.R. Wallis Parameter and quantile estimation for the generalized Pareto distribution Technometrics 29 1987 339 349 (Pubitemid 17660183)
    • (1987) Technometrics , vol.29 , Issue.3 , pp. 339-349
    • Hosking, J.R.M.1    Wallis, J.R.2
  • 19
    • 29144515629 scopus 로고    scopus 로고
    • Robust and efficient estimation for the generalized pareto distribution
    • DOI 10.1007/s10687-005-6475-6
    • S.F. Juarez, and W.R. Schucany Robust and efficient estimation for the generalized Pareto distribution Extremes 7 3 2004 237 251 (Pubitemid 41794778)
    • (2004) Extremes , vol.7 , Issue.3 , pp. 237-251
    • Juarez, S.F.1    Schucany, W.R.2
  • 20
    • 33750309627 scopus 로고    scopus 로고
    • Fitting the generalized Pareto distribution to data using maximum goodness-of-fit estimators
    • DOI 10.1016/j.csda.2005.09.011, PII S0167947305002331
    • A. Luceno Fitting the generalized Pareto distribution to data using maximum goodness-of-fit estimators Comput. Stat. Data Anal. 51 2006 904 917 (Pubitemid 44635869)
    • (2006) Computational Statistics and Data Analysis , vol.51 , Issue.2 , pp. 904-917
    • Luceno, A.1
  • 21
    • 77649271931 scopus 로고    scopus 로고
    • On the use of discrete seasonal and directional models for the estimation of extreme wave conditions
    • E.B.L. Mackay, P.G. Challenor, and A. Bahaj On the use of discrete seasonal and directional models for the estimation of extreme wave conditions Ocean Eng. 37 2010 425 442
    • (2010) Ocean Eng. , vol.37 , pp. 425-442
    • MacKay, E.B.L.1    Challenor, P.G.2    Bahaj, A.3
  • 22
    • 0034019933 scopus 로고    scopus 로고
    • Generalized maximum-likelihood generalized extreme-value quantile estimators for hydrologic data
    • DOI 10.1029/1999WR900330
    • E.S. Martins, and J.R. Stedinger Generalized maximum-likelihood generalized extreme-value quantile estimators for hydrological data Water Resour. Res. 36 3 2000 737 744 (Pubitemid 30149759)
    • (2000) Water Resources Research , vol.36 , Issue.3 , pp. 737-744
    • Martins, E.S.1    Stedinger, J.R.2
  • 24
    • 0027788798 scopus 로고
    • A comparative study for the estimators of the generalized Pareto distribution
    • S.H. Moharram, A.K. Gosain, and P.N. Kapoor A comparative study for the estimators of the generalized Pareto distribution J. Hydrol. 150 1993 169 185
    • (1993) J. Hydrol. , vol.150 , pp. 169-185
    • Moharram, S.H.1    Gosain, A.K.2    Kapoor, P.N.3
  • 25
    • 0032071964 scopus 로고    scopus 로고
    • Statistical extrapolation of extreme value data based on the peaks over threshold method
    • A. Naess Statistical extrapolation of extreme value data based on the Peaks Over Threshold method J. Offshore Mech. Arctic Eng. 120 1998 91 96 (Pubitemid 128611270)
    • (1998) Journal of Offshore Mechanics and Arctic Engineering , vol.120 , Issue.2 , pp. 91-96
    • Naess, A.1
  • 26
    • 0012861318 scopus 로고    scopus 로고
    • Robust estimation of the generalized Pareto distribution
    • L. Peng, and A.H. Welsh Robust estimation of the generalized Pareto distribution Extremes 4 1 2001 53 65
    • (2001) Extremes , vol.4 , Issue.1 , pp. 53-65
    • Peng, L.1    Welsh, A.H.2
  • 27
    • 0034997287 scopus 로고    scopus 로고
    • Generalized probability weighted moments: Application to the generalized Pareto distribution
    • DOI 10.1029/2001WR900014
    • P.F. Rasmussen Generalized probability weighted moments: application to the generalized Pareto distribution Water Resour. Res. 37 6 2001 1745 1751 (Pubitemid 32480672)
    • (2001) Water Resources Research , vol.37 , Issue.6 , pp. 1745-1751
    • Rasmussen, P.F.1
  • 28
    • 0029413040 scopus 로고
    • Parameter estimation for 3-parameter generalized Pareto distribution by the principle of maximum entropy (POME)
    • V.P. Singh, and H. Guo Parameter estimation for 3-parameter generalized Pareto distribution by the principle of maximum entropy (POME) Hydrol. Sci. J. 40 1995 165 181 (Pubitemid 26436321)
    • (1995) Hydrological Sciences Journal/Journal des Sciences Hydrologiques , vol.40 , Issue.2 , pp. 165-181
    • Singh, V.P.1    Guo, H.2
  • 29
    • 33846681233 scopus 로고    scopus 로고
    • Likelihood moment estimation for the generalised Pareto distribution
    • J. Zhang Likelihood moment estimation for the generalised Pareto distribution Aust. N. Z. J. Stat. 49 1 2007 69 77
    • (2007) Aust. N. Z. J. Stat. , vol.49 , Issue.1 , pp. 69-77
    • Zhang, J.1
  • 30
    • 69249150497 scopus 로고    scopus 로고
    • A new and efficient estimation method for the generalized Pareto distribution
    • J. Zhang, and M.A. Stephens A new and efficient estimation method for the generalized Pareto distribution Technometrics 51 3 2009 316 325
    • (2009) Technometrics , vol.51 , Issue.3 , pp. 316-325
    • Zhang, J.1    Stephens, M.A.2
  • 31
    • 69249150497 scopus 로고    scopus 로고
    • A new and efficient estimation method for the generalized Pareto distribution
    • J. Zhang, and M.A. Stephens A new and efficient estimation method for the generalized Pareto distribution Technometrics 51 3 2009 316 325
    • (2009) Technometrics , vol.51 , Issue.3 , pp. 316-325
    • Zhang, J.1    Stephens, M.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.