메뉴 건너뛰기




Volumn 5254 LNAI, Issue , 2008, Pages 183-198

Nonparametric independence tests: Space partitioning and Kernel approaches

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTER ANALYSIS; COMPUTATIONAL GRAMMARS; RANDOM VARIABLES; STATISTICAL TESTS; STATISTICS;

EID: 56749163705     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-87987-9_18     Document Type: Conference Paper
Times cited : (15)

References (25)
  • 2
    • 0009964531 scopus 로고
    • A consistent goodness of fit test based on the total variation distance
    • Roussas, G, ed, Kluwer Academic Publishers, Dordrecht
    • Györfi, L., van der Meulen, E.C.: A consistent goodness of fit test based on the total variation distance. In: Roussas, G. (ed.) Nonparametric Functional Estimation and Related Topics, pp. 631-645. Kluwer Academic Publishers, Dordrecht (1990)
    • (1990) Nonparametric Functional Estimation and Related Topics , pp. 631-645
    • Györfi, L.1    van der Meulen, E.C.2
  • 4
    • 0036165143 scopus 로고    scopus 로고
    • Asymptotic distributions for goodness of fit statistics in a sequence of multinomial models
    • Györfi, L., Vajda, I.: Asymptotic distributions for goodness of fit statistics in a sequence of multinomial models. Stat. Prob. Lett. 56, 57-67 (2002)
    • (2002) Stat. Prob. Lett , vol.56 , pp. 57-67
    • Györfi, L.1    Vajda, I.2
  • 5
    • 21344499200 scopus 로고
    • A topological criterion for hypothesis testing
    • Dembo, A., Peres, Y.: A topological criterion for hypothesis testing. Ann. Statist. 22, 106-117 (1994)
    • (1994) Ann. Statist , vol.22 , pp. 106-117
    • Dembo, A.1    Peres, Y.2
  • 7
    • 0002542168 scopus 로고
    • A quadratic measure of deviation of two-dimensional density estimates and a test of independence
    • Rosenblatt, M.: A quadratic measure of deviation of two-dimensional density estimates and a test of independence. The Annals of Statistics 3, 1-14 (1975)
    • (1975) The Annals of Statistics , vol.3 , pp. 1-14
    • Rosenblatt, M.1
  • 8
    • 21344486242 scopus 로고
    • A consistent test for bivariate dependence
    • Feuerverger, A.: A consistent test for bivariate dependence. International Statistical Review 61, 419-433 (1993)
    • (1993) International Statistical Review , vol.61 , pp. 419-433
    • Feuerverger, A.1
  • 10
    • 33646528415 scopus 로고    scopus 로고
    • Gretton, A., Bousquet, O., Smola, A., Schölkopf, B.: Measuring statistical dependence with Hilbert-Schmidt norms. In: Jain, S., Simon, H.U., Tomka, E. (eds.) ALT 2005. LNCS (LNAI), 3734, pp. 63-78. Springer, Heidelberg (2005)
    • Gretton, A., Bousquet, O., Smola, A., Schölkopf, B.: Measuring statistical dependence with Hilbert-Schmidt norms. In: Jain, S., Simon, H.U., Tomka, E. (eds.) ALT 2005. LNCS (LNAI), vol. 3734, pp. 63-78. Springer, Heidelberg (2005)
  • 13
    • 0000360523 scopus 로고
    • Distribution free tests of independence based on the sample distribution function
    • Blum, J.R., Kiefer, J., Rosenblatt, M.: Distribution free tests of independence based on the sample distribution function. Ann. Math. Stat. 32, 485-498 (1961)
    • (1961) Ann. Math. Stat , vol.32 , pp. 485-498
    • Blum, J.R.1    Kiefer, J.2    Rosenblatt, M.3
  • 14
    • 56749182742 scopus 로고    scopus 로고
    • Gretton, A., Györfi, L.: Consistent nonparametric tests of independence. Technical Report 172, MPI for Biological Cybernetics (2008)
    • Gretton, A., Györfi, L.: Consistent nonparametric tests of independence. Technical Report 172, MPI for Biological Cybernetics (2008)
  • 16
    • 0041466134 scopus 로고
    • On moderate and large deviations in multinomial distributions
    • Kallenberg, W.C.M.: On moderate and large deviations in multinomial distributions. Annals of Statistics 13, 1554-1580 (1985)
    • (1985) Annals of Statistics , vol.13 , pp. 1554-1580
    • Kallenberg, W.C.M.1
  • 17
    • 0001972379 scopus 로고
    • Efficiencies of chi-square and likelihood ratio goodness-of-fit tests
    • Quine, M., Robinson, J.: Efficiencies of chi-square and likelihood ratio goodness-of-fit tests. Ann. Statist. 13, 727-742 (1985)
    • (1985) Ann. Statist , vol.13 , pp. 727-742
    • Quine, M.1    Robinson, J.2
  • 19
    • 84898075578 scopus 로고    scopus 로고
    • Sriperumbudur, B.K., Gretton, A., Fukumizu, K., Lanckriet, G.R.G., Schölkopf, B.: Injective Hubert space embeddings of probability measures. In: COLT, pp. 111-122 (2008)
    • Sriperumbudur, B.K., Gretton, A., Fukumizu, K., Lanckriet, G.R.G., Schölkopf, B.: Injective Hubert space embeddings of probability measures. In: COLT, pp. 111-122 (2008)
  • 20
    • 0010786475 scopus 로고    scopus 로고
    • On the influence of the kernel on the consistency of support vector machines
    • Steinwart, I.: On the influence of the kernel on the consistency of support vector machines. Journal of Machine Learning Research 2, 67-93 (2001)
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 67-93
    • Steinwart, I.1
  • 21
    • 0001035413 scopus 로고
    • On the method of bounded differences
    • Cambridge University Press, Cambridge
    • McDiarmid, C.: On the method of bounded differences. In: Survey in Combinatorics, pp. 148-188. Cambridge University Press, Cambridge (1989)
    • (1989) Survey in Combinatorics , pp. 148-188
    • McDiarmid, C.1
  • 22
    • 0001872520 scopus 로고
    • Central limit theorem for integrated square error of multivariate non-parametric density estimators
    • Hall, P.: Central limit theorem for integrated square error of multivariate non-parametric density estimators. Journal of Multivariate Analysis 14, 1-16 (1984)
    • (1984) Journal of Multivariate Analysis , vol.14 , pp. 1-16
    • Hall, P.1
  • 23
    • 84961477584 scopus 로고
    • On the limiting distribution of and critical values for the Hoeffding, Blum, Kiefer, Rosenblatt independence criterion
    • Cotterill, D.S., Csörgo, M.: On the limiting distribution of and critical values for the Hoeffding, Blum, Kiefer, Rosenblatt independence criterion. Statistics and Decisions 3, 1-48 (1985)
    • (1985) Statistics and Decisions , vol.3 , pp. 1-48
    • Cotterill, D.S.1    Csörgo, M.2
  • 25
    • 0011812771 scopus 로고    scopus 로고
    • Kernel independent component analysis
    • Bach, F.R., Jordan, M.I.: Kernel independent component analysis. J. Mach. Learn. Res. 3, 1-48 (2002)
    • (2002) J. Mach. Learn. Res , vol.3 , pp. 1-48
    • Bach, F.R.1    Jordan, M.I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.