메뉴 건너뛰기




Volumn 100, Issue 9, 2009, Pages 2083-2099

A quantile-copula approach to conditional density estimation

Author keywords

Conditional density; Copula; Kernel estimation; Nonparametric regression; Quantile transform

Indexed keywords


EID: 68949198874     PISSN: 0047259X     EISSN: 10957243     Source Type: Journal    
DOI: 10.1016/j.jmva.2009.03.006     Document Type: Article
Times cited : (21)

References (42)
  • 4
    • 0001400429 scopus 로고    scopus 로고
    • Estimation of conditional densities and sensitivity measures in nonlinear dynamical systems
    • Fan J., Yao Q., and Tong H. Estimation of conditional densities and sensitivity measures in nonlinear dynamical systems. Biometrika 83 (1996) 189-206
    • (1996) Biometrika , vol.83 , pp. 189-206
    • Fan, J.1    Yao, Q.2    Tong, H.3
  • 5
    • 0036626446 scopus 로고    scopus 로고
    • Nonparametric estimation and symmetry tests for conditional density functions
    • Hyndman R.J., and Yao Q. Nonparametric estimation and symmetry tests for conditional density functions. J. Nonparametr. Stat. 14 (2002) 259-278
    • (2002) J. Nonparametr. Stat. , vol.14 , pp. 259-278
    • Hyndman, R.J.1    Yao, Q.2
  • 6
    • 34248532373 scopus 로고    scopus 로고
    • Nonparametric estimation of conditional distributions
    • Györfi L., and Kohler M. Nonparametric estimation of conditional distributions. IEEE Trans. Inform. Theory 53 (2007) 1872-1879
    • (2007) IEEE Trans. Inform. Theory , vol.53 , pp. 1872-1879
    • Györfi, L.1    Kohler, M.2
  • 7
    • 34547236057 scopus 로고    scopus 로고
    • Adaptive estimation of the transition density of a Markov chain
    • Lacour C. Adaptive estimation of the transition density of a Markov chain. Ann. Inst. H. Poincaré Probab. Statist. 43 (2007) 571-597
    • (2007) Ann. Inst. H. Poincaré Probab. Statist. , vol.43 , pp. 571-597
    • Lacour, C.1
  • 8
    • 36448990243 scopus 로고    scopus 로고
    • Conditional density estimation in a regression setting
    • Efromovich S. Conditional density estimation in a regression setting. Ann. Statist. 35 (2007) 2504-2535
    • (2007) Ann. Statist. , vol.35 , pp. 2504-2535
    • Efromovich, S.1
  • 11
    • 0000795592 scopus 로고
    • Fonctions de répartitionà n dimensions et leurs marges
    • Sklar M. Fonctions de répartitionà n dimensions et leurs marges. Publ. Inst. Statist. Univ. Paris 8 (1959) 229-231
    • (1959) Publ. Inst. Statist. Univ. Paris , vol.8 , pp. 229-231
    • Sklar, M.1
  • 13
    • 64549084688 scopus 로고    scopus 로고
    • The advent of copulas in finance, European
    • in press
    • C. Genest, M. Gendron, M. Bourdeau-Brien, The advent of copulas in finance, European J. Finance, 15, 2009 (in press)
    • (2009) J. Finance , vol.15
    • Genest, C.1    Gendron, M.2    Bourdeau-Brien, M.3
  • 14
    • 0009613141 scopus 로고
    • Asymptotic distributions of multivariate rank order statistics
    • Rüschendorf L. Asymptotic distributions of multivariate rank order statistics. Ann. Statist. 4 (1976) 912-923
    • (1976) Ann. Statist. , vol.4 , pp. 912-923
    • Rüschendorf, L.1
  • 15
    • 13444298360 scopus 로고
    • A Kolmogorov-Smirnov type test for independence and multivariate samples
    • Deheuvels P. A Kolmogorov-Smirnov type test for independence and multivariate samples. Rev. Roumaine Math. Pures Appl. 26 (1981) 213-226
    • (1981) Rev. Roumaine Math. Pures Appl. , vol.26 , pp. 213-226
    • Deheuvels, P.1
  • 17
    • 20444459804 scopus 로고    scopus 로고
    • Weak convergence of empirical copula processes
    • Fermanian J.-D., Radulović D., and Wegkamp M.H. Weak convergence of empirical copula processes. Bernoulli 10 (2004) 847-860
    • (2004) Bernoulli , vol.10 , pp. 847-860
    • Fermanian, J.-D.1    Radulović, D.2    Wegkamp, M.H.3
  • 18
    • 27744535723 scopus 로고    scopus 로고
    • Semiparametric estimation in copula models
    • Tsukahara H. Semiparametric estimation in copula models. Canad. J. Statist. 33 (2005) 357-375
    • (2005) Canad. J. Statist. , vol.33 , pp. 357-375
    • Tsukahara, H.1
  • 20
    • 18744406022 scopus 로고    scopus 로고
    • Goodness-of-fit tests for copulas
    • Fermanian J.-D. Goodness-of-fit tests for copulas. J. Multivariate Anal. 95 (2005) 119-152
    • (2005) J. Multivariate Anal. , vol.95 , pp. 119-152
    • Fermanian, J.-D.1
  • 21
    • 20744443515 scopus 로고    scopus 로고
    • Nonparametric estimation of copulas for time series
    • Fermanian J.-D., and Scaillet O. Nonparametric estimation of copulas for time series. J. Risk 5 (2003) 25-54
    • (2003) J. Risk , vol.5 , pp. 25-54
    • Fermanian, J.-D.1    Scaillet, O.2
  • 23
    • 0001724504 scopus 로고
    • Asymptotic normality of nearest neighbor regression function estimates
    • Stute W. Asymptotic normality of nearest neighbor regression function estimates. Ann. Statist. 12 (1984) 917-926
    • (1984) Ann. Statist. , vol.12 , pp. 917-926
    • Stute, W.1
  • 24
    • 0000225504 scopus 로고
    • Conditional empirical processes
    • Stute W. Conditional empirical processes. Ann. Statist. 14 (1986) 638-647
    • (1986) Ann. Statist. , vol.14 , pp. 638-647
    • Stute, W.1
  • 25
    • 0001254834 scopus 로고
    • On almost sure convergence of conditional empirical distribution functions
    • Stute W. On almost sure convergence of conditional empirical distribution functions. Ann. Probab. 14 (1986) 891-901
    • (1986) Ann. Probab. , vol.14 , pp. 891-901
    • Stute, W.1
  • 26
    • 0002684932 scopus 로고
    • Kernel estimation of regression functions
    • Smoothing Techniques for Curve Estimation (Proc. Workshop, Heidelberg, 1979), Springer, Berlin
    • Gasser T., and Müller H.-G. Kernel estimation of regression functions. Smoothing Techniques for Curve Estimation (Proc. Workshop, Heidelberg, 1979). Lecture Notes in Math. vol. 757 (1979), Springer, Berlin 23-68
    • (1979) Lecture Notes in Math. , vol.757 , pp. 23-68
    • Gasser, T.1    Müller, H.-G.2
  • 28
    • 0032592720 scopus 로고    scopus 로고
    • Beta kernel estimators for density functions
    • Chen S.X. Beta kernel estimators for density functions. Comput. Statist. Data Anal. 31 (1999) 131-145
    • (1999) Comput. Statist. Data Anal. , vol.31 , pp. 131-145
    • Chen, S.X.1
  • 30
    • 25844522818 scopus 로고    scopus 로고
    • A crossvalidation method for estimating conditional densities
    • Fan J., and Yim T.H. A crossvalidation method for estimating conditional densities. Biometrika 91 (2004) 819-834
    • (2004) Biometrika , vol.91 , pp. 819-834
    • Fan, J.1    Yim, T.H.2
  • 31
    • 0035962710 scopus 로고    scopus 로고
    • Bandwidth selection for kernel conditional density estimation
    • Bashtannyk D.M., and Hyndman R.J. Bandwidth selection for kernel conditional density estimation. Comput. Statist. Data Anal. 36 (2001) 279-298
    • (2001) Comput. Statist. Data Anal. , vol.36 , pp. 279-298
    • Bashtannyk, D.M.1    Hyndman, R.J.2
  • 32
    • 0000090546 scopus 로고
    • Properties of a one-parameter family of bivariate distributions with specified marginals
    • Nelsen R.B. Properties of a one-parameter family of bivariate distributions with specified marginals. Comm. Statist. A-Theory Methods 15 (1986) 3277-3285
    • (1986) Comm. Statist. A-Theory Methods , vol.15 , pp. 3277-3285
    • Nelsen, R.B.1
  • 33
    • 66149152931 scopus 로고
    • Frank's family of bivariate distributions
    • Genest C. Frank's family of bivariate distributions. Biometrika 74 (1987) 549-555
    • (1987) Biometrika , vol.74 , pp. 549-555
    • Genest, C.1
  • 34
    • 0001327484 scopus 로고
    • A class of bivariate distributions including the bivariate logistic
    • Ali M.M., Mikhail N.N., and Haq M.S. A class of bivariate distributions including the bivariate logistic. J. Multivariate Anal. 8 (1978) 405-412
    • (1978) J. Multivariate Anal. , vol.8 , pp. 405-412
    • Ali, M.M.1    Mikhail, N.N.2    Haq, M.S.3
  • 37
    • 0001529784 scopus 로고
    • Remarks on some nonparametric estimates of a density function
    • Rosenblatt M. Remarks on some nonparametric estimates of a density function. Ann. Math. Statist. 27 (1956) 832-837
    • (1956) Ann. Math. Statist. , vol.27 , pp. 832-837
    • Rosenblatt, M.1
  • 38
    • 0001473437 scopus 로고
    • On estimation of a probability density function and mode
    • Parzen E. On estimation of a probability density function and mode. Ann. Math. Statist. 33 (1962) 1065-1076
    • (1962) Ann. Math. Statist. , vol.33 , pp. 1065-1076
    • Parzen, E.1
  • 40
    • 0001297207 scopus 로고
    • A law of the logarithm for kernel density estimators
    • Stute W. A law of the logarithm for kernel density estimators. Ann. Probab. 10 (1982) 414-422
    • (1982) Ann. Probab. , vol.10 , pp. 414-422
    • Stute, W.1
  • 41
    • 0000439527 scopus 로고
    • Optimal rates of convergence for nonparametric estimators
    • Stone C.J. Optimal rates of convergence for nonparametric estimators. Ann. Statist. 8 (1980) 1348-1360
    • (1980) Ann. Statist. , vol.8 , pp. 1348-1360
    • Stone, C.J.1
  • 42
    • 0002287147 scopus 로고
    • Conditions nécessaires et suffisantes de convergence ponctuelle presque sûre et uniforme presque sûre des estimateurs de la densité
    • Deheuvels P. Conditions nécessaires et suffisantes de convergence ponctuelle presque sûre et uniforme presque sûre des estimateurs de la densité. C. R. Acad. Sci. Paris Sér. A 278 (1974) 1217-1220
    • (1974) C. R. Acad. Sci. Paris Sér. A , vol.278 , pp. 1217-1220
    • Deheuvels, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.