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Volumn 10, Issue 4, 2004, Pages 565-582

Nonparametric independent component analysis

Author keywords

Estimation of functionals; Independent component analysis; Nonparametric density estimation; Projection pursuit

Indexed keywords


EID: 29144464874     PISSN: 13507265     EISSN: None     Source Type: Journal    
DOI: 10.3150/bj/1093265630     Document Type: Article
Times cited : (35)

References (20)
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    • Bach, F. and Jordan, M. (2002) Kernel independent component analysis. J. Machine Learning Res., 3, 1-48.
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    • Bach, F.1    Jordan, M.2
  • 2
    • 0032612381 scopus 로고    scopus 로고
    • High-order contrasts for independent component analysis
    • Cardoso, J.-F. (1999) High-order contrasts for independent component analysis. Neural Computation, 11, 157-192.
    • (1999) Neural Computation , vol.11 , pp. 157-192
    • Cardoso, J.-F.1
  • 3
    • 15844401361 scopus 로고    scopus 로고
    • Efficient independent component analysis
    • Department of Statistics, University of California, Berkeley
    • Chen, A. and Bickel, P. (2003) Efficient independent component analysis. Technical Report no. 634, Department of Statistics, University of California, Berkeley.
    • (2003) Technical Report No. 634 , vol.634
    • Chen, A.1    Bickel, P.2
  • 5
    • 0010875753 scopus 로고
    • Estimating the direction in which a data set is most interesting
    • Hall, P. (1988) Estimating the direction in which a data set is most interesting. Probab. Theory Related Fields, 80, 51-77.
    • (1988) Probab. Theory Related Fields , vol.80 , pp. 51-77
    • Hall, P.1
  • 6
    • 84950437480 scopus 로고
    • Discussion of Sliced inverse regression
    • Härdle, W. and Tsybakov, A.B. (1991) Discussion of 'Sliced inverse regression'. J. Amer. Statist. Assoc., 86, 333-335.
    • (1991) J. Amer. Statist. Assoc. , vol.86 , pp. 333-335
    • Härdle, W.1    Tsybakov, A.B.2
  • 7
    • 0000263797 scopus 로고
    • Projection pursuit
    • Huber, P. (1985) Projection pursuit. Ann. Statist., 13, 435-475.
    • (1985) Ann. Statist. , vol.13 , pp. 435-475
    • Huber, P.1
  • 11
    • 1542678851 scopus 로고    scopus 로고
    • Inference for density families using functional principal components analysis
    • Kneip, A. and Utikal, K. (2001) Inference for density families using functional principal components analysis (with discussion). J. Amer. Statist. Assoc., 96, 519-542.
    • (2001) J. Amer. Statist. Assoc. , vol.96 , pp. 519-542
    • Kneip, A.1    Utikal, K.2
  • 12
    • 0142057964 scopus 로고
    • Teaneck NJ: World Scientific
    • Lewis, D.W. (1991) Matrix Theory. Teaneck NJ: World Scientific.
    • (1991) Matrix Theory
    • Lewis, D.W.1
  • 13
    • 84945116550 scopus 로고
    • Sliced inverse regresson for dimension reduction
    • Li, K.-C. (1991) 'Sliced inverse regression for dimension reduction'. J. Amer. Statist. Assoc., 86, 316-342.
    • (1991) J. Amer. Statist. Assoc. , vol.86 , pp. 316-342
    • Li, K.-C.1
  • 16
    • 0030285552 scopus 로고    scopus 로고
    • Blind separation of instantaneous mixture of sources via an independent component analysis
    • Pham, D.T. (1996) Blind separation of instantaneous mixture of sources via an independent component analysis. IEEE Trans. Signal Process., 44, 2768-2779.
    • (1996) IEEE Trans. Signal Process. , vol.44 , pp. 2768-2779
    • Pham, D.T.1
  • 18
    • 21144467148 scopus 로고
    • Exploring regression structure using nonparametric functional estimation
    • Samarov, A.M. (1993) Exploring regression structure using nonparametric functional estimation. J. Amer. Statist. Assoc., 88, 836-847.
    • (1993) J. Amer. Statist. Assoc. , vol.88 , pp. 836-847
    • Samarov, A.M.1
  • 20
    • 0000439527 scopus 로고
    • Optimal rates of convergence for nonparametric estimators
    • Stone, C.J. (1980) Optimal rates of convergence for nonparametric estimators. Ann. Statist., 8, 1348-1360.
    • (1980) Ann. Statist. , vol.8 , pp. 1348-1360
    • Stone, C.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.