ON A WAVELET-BASED METHOD FOR ESTIMATING THE COPULA FUNCTION

被引:0
|
作者
Gannoun, A. [1 ]
Hosseinioun, N.
机构
[1] Univ Montpellier 2, 13M Montpellier, F-34095 Montpellier 05, France
关键词
copulas; nonparametric estimation; rank statistics; wavelets;
D O I
暂无
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Copula models are becoming increasingly popular for modelling dependencies between random variables. The range of their recent applications include such fields as analysis of extremes in financial assets and returns, failure of paired organs in health science, and human mortality in insurance. The aim of this work is to establish an upper bound on Lp-losses (2 <= p < infinity) of the linear wavelet-based estimator for copula function when the copula function is assumed to be bounded.
引用
收藏
页码:205 / 213
页数:9
相关论文
共 50 条
  • [1] On a wavelet-based method of estimating a regression function
    Doosti, Hassan
    Chaubey, Yogendra P.
    Niroumand, Hosein Ali
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2007, 36 (9-12) : 2083 - 2098
  • [2] A wavelet-based estimating depth of anesthesia
    Zoughi, Toktam
    Boostani, Reza
    Deypir, Mahmood
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2012, 25 (08) : 1710 - 1722
  • [3] Wavelet-based estimation of a discriminant function
    Chang, WJ
    Kim, SH
    Vidakovic, B
    [J]. APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2003, 19 (03) : 185 - 198
  • [4] Wavelet-Based Fractal Function Approximation
    Zhang Hejei
    Tao Ran
    Zhou Siyong & Wang Yue(Department of Electronic Engineering
    [J]. Journal of Systems Engineering and Electronics, 1999, (04) : 60 - 66
  • [5] Wavelet-based method for burst detection
    Kaspersen, JH
    Krogstad, PÅ
    [J]. FLUID DYNAMICS RESEARCH, 2001, 28 (03) : 223 - 236
  • [6] A bivariate shrinkage function for wavelet-based denoising
    Sendur, L
    Selesnick, IW
    [J]. 2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 1261 - 1264
  • [7] Wavelet-based estimation of hemodynamic response function
    Srikanth, R
    Muralishankar, R
    Ramakrishnan, AG
    [J]. NEURAL INFORMATION PROCESSING, 2004, 3316 : 1285 - 1291
  • [8] Wavelet-based nonparametric estimator of the variance function
    Zuohong Pan
    Xiaodi Wang
    [J]. Computational Economics, 2000, Kluwer Academic Publishers, Dordrecht, Netherlands (15) : 1 - 2
  • [9] Tanker freight rates and economic policy uncertainty: A wavelet-based copula approach
    Bai, Xiwen
    [J]. ENERGY, 2021, 235
  • [10] Wavelet estimation of copula function based on censored data
    Bahareh Ghanbari
    Masoud Yarmohammadi
    Narges Hosseinioun
    Esmaeil Shirazi
    [J]. Journal of Inequalities and Applications, 2019