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Volumn 59, Issue 2, 1997, Pages 321-336

Asymptotically optimal bandwidth selection rules for the kernel density estimator with dependent observations

Author keywords

Bandwidth selection; Density estimation; Dependence

Indexed keywords


EID: 0031569638     PISSN: 03783758     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0378-3758(96)00117-6     Document Type: Article
Times cited : (10)

References (9)
  • 1
    • 0000096724 scopus 로고
    • Moment bounds for mixing random variables useful in nonparametric regression
    • Cox, D. and T.Y. Kim (1995). Moment bounds for mixing random variables useful in nonparametric regression. Stochastic Process. Appl. 56, 151-158.
    • (1995) Stochastic Process. Appl. , vol.56 , pp. 151-158
    • Cox, D.1    Kim, T.Y.2
  • 2
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • Geman, S and D. Geman (1984). Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. IEEE Trans. Pattern Anal. Machine Intell. 6, 721-742
    • (1984) IEEE Trans. Pattern Anal. Machine Intell. , vol.6 , pp. 721-742
    • Geman, S.1    Geman, D.2
  • 4
    • 0000272104 scopus 로고
    • Data-driven bandwidth choice for density estimation based on dependent data
    • Hart, J. and P. Vieu (1990). Data-driven bandwidth choice for density estimation based on dependent data. Ann. Statist. 18, 873-890.
    • (1990) Ann. Statist. , vol.18 , pp. 873-890
    • Hart, J.1    Vieu, P.2
  • 5
    • 0000693311 scopus 로고
    • A comparison of cross validation techniques in density estimation
    • Marron, J.S. (1987). A comparison of cross validation techniques in density estimation. Ann. Statist. 15, 152-162.
    • (1987) Ann. Statist. , vol.15 , pp. 152-162
    • Marron, J.S.1
  • 6
    • 84948295815 scopus 로고
    • Moment inequalities for mixing sequences of random variables
    • Roussas, G. and D. Ioannides (1987). Moment inequalities for mixing sequences of random variables. Stochastic Anal. Appl. 5, 61-120.
    • (1987) Stochastic Anal. Appl. , vol.5 , pp. 61-120
    • Roussas, G.1    Ioannides, D.2
  • 8
    • 0001048793 scopus 로고
    • An asymptotically optimal window selection rule for kernel density estimates
    • Stone, C.J. (1984). An asymptotically optimal window selection rule for kernel density estimates. Ann. Statist. 12, 1285-1297.
    • (1984) Ann. Statist. , vol.12 , pp. 1285-1297
    • Stone, C.J.1
  • 9
    • 0001494739 scopus 로고
    • ∞ norm for dependent data with applications to the Gibbs sampler
    • ∞ norm for dependent data with applications to the Gibbs sampler. Ann. Statist. 21, 711-735.
    • (1993) Ann. Statist. , vol.21 , pp. 711-735
    • Yu, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.