메뉴 건너뛰기




Volumn 32, Issue 3, 2005, Pages 485-506

Cross-validation bandwidth matrices for multivariate kernel density estimation

Author keywords

Asymptotic; Biased; Mean integrated squared error; Pilot bandwidth; Smooth cross validation; Unbiased

Indexed keywords


EID: 24344494438     PISSN: 03036898     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1467-9469.2005.00445.x     Document Type: Review
Times cited : (268)

References (22)
  • 1
    • 0001245944 scopus 로고
    • An alternative method of cross-validation for the smoothing of density estimates
    • Bowman, A. (1984). An alternative method of cross-validation for the smoothing of density estimates. Biometrika 71, 353-360.
    • (1984) Biometrika , vol.71 , pp. 353-360
    • Bowman, A.1
  • 2
    • 0037292632 scopus 로고    scopus 로고
    • Plug-in bandwidth matrices for bivariate kernel density estimation
    • Duong, T. & Hazelton, M. L. (2003). Plug-in bandwidth matrices for bivariate kernel density estimation. J. Nonparametr. Stat. 15, 17-30.
    • (2003) J. Nonparametr. Stat. , vol.15 , pp. 17-30
    • Duong, T.1    Hazelton, M.L.2
  • 3
    • 24344452088 scopus 로고    scopus 로고
    • Convergence rates for unconstrained bandwidth matrix selectors in multivariate kernel density estimation
    • To appear
    • Duong, T. & Hazelton, M. L. (2004). Convergence rates for unconstrained bandwidth matrix selectors in multivariate kernel density estimation. J. Multivariate Anal. To appear.
    • (2004) J. Multivariate Anal.
    • Duong, T.1    Hazelton, M.L.2
  • 5
    • 0030557995 scopus 로고    scopus 로고
    • Bandwidth selection for local density estimators
    • Hazelton, M. (1996). Bandwidth selection for local density estimators. Scand. J. Statist. 23, 221-232.
    • (1996) Scand. J. Statist. , vol.23 , pp. 221-232
    • Hazelton, M.1
  • 6
    • 0030305457 scopus 로고    scopus 로고
    • R: A language for data analysis & graphics
    • Ihaka, R. & Gentleman, R. (1996). R: a language for data analysis & graphics. J. Comput. Graph. Statist. 5, 299-314.
    • (1996) J. Comput. Graph. Statist. , vol.5 , pp. 299-314
    • Ihaka, R.1    Gentleman, R.2
  • 7
    • 38249011004 scopus 로고
    • Potential for automatic bandwidth choice in variations on kernel density estimation
    • Jones, M. C. (1992). Potential for automatic bandwidth choice in variations on kernel density estimation. Statist. Probab. Lett. 13, 351-356.
    • (1992) Statist. Probab. Lett. , vol.13 , pp. 351-356
    • Jones, M.C.1
  • 8
    • 0040239677 scopus 로고
    • On a class of kernel density estimate bandwidth selectors
    • Jones, M. & Kappenman, R. (1992). On a class of kernel density estimate bandwidth selectors. Scand. J. Statist. 19, 337-349.
    • (1992) Scand. J. Statist. , vol.19 , pp. 337-349
    • Jones, M.1    Kappenman, R.2
  • 9
    • 0006397963 scopus 로고
    • A simple root n bandwidth selector
    • Jones, M., Marron, J. & Park, B. (1991). A simple root n bandwidth selector. Ann. Statist. 19, 1919-1932.
    • (1991) Ann. Statist. , vol.19 , pp. 1919-1932
    • Jones, M.1    Marron, J.2    Park, B.3
  • 10
    • 0030517778 scopus 로고    scopus 로고
    • Progress in data-based bandwidth selection for kernel density estimation
    • Jones, M., Marron, J. & Sheather, S. (1996). Progress in data-based bandwidth selection for kernel density estimation. Comput. Statist. 91, 337-381.
    • (1996) Comput. Statist. , vol.91 , pp. 337-381
    • Jones, M.1    Marron, J.2    Sheather, S.3
  • 12
    • 24344484738 scopus 로고
    • Discussion of 'Practical performance of several data driven bandwidth selectors' by Park and Turlach
    • Marron, J. (1993). Discussion of 'Practical performance of several data driven bandwidth selectors' by Park and Turlach. Comput. Statist. 8, 17-19.
    • (1993) Comput. Statist. , vol.8 , pp. 17-19
    • Marron, J.1
  • 13
    • 0002369909 scopus 로고
    • Empirical choice of histograms and kernel density estimators
    • Rudemo, M. (1982). Empirical choice of histograms and kernel density estimators. Scand. J. Statist. 9, 65-78.
    • (1982) Scand. J. Statist. , vol.9 , pp. 65-78
    • Rudemo, M.1
  • 14
    • 0037188235 scopus 로고    scopus 로고
    • Multivariate locally adaptive density estimation
    • Sain, S. (2002). Multivariate locally adaptive density estimation. Comput. Stat. Data Anal. 39, 165-186.
    • (2002) Comput. Stat. Data Anal. , vol.39 , pp. 165-186
    • Sain, S.1
  • 17
    • 84935473220 scopus 로고
    • Biased and unbiased cross validation in density estimation
    • Scott, D. & Terrell, G. (1987). Biased and unbiased cross validation in density estimation. J. Amer. Statist. Assoc. 82, 1131-1146.
    • (1987) J. Amer. Statist. Assoc. , vol.82 , pp. 1131-1146
    • Scott, D.1    Terrell, G.2
  • 19
    • 0001438056 scopus 로고
    • The maximal smoothing principle in density estimation
    • Terrell, G. R. (1990). The maximal smoothing principle in density estimation. J. Amer. Statist. Assoc. 85, 470-477.
    • (1990) J. Amer. Statist. Assoc. , vol.85 , pp. 470-477
    • Terrell, G.R.1
  • 21
    • 21144474248 scopus 로고
    • Comparison of smoothing parameterizations in bivariate kernel density estimation
    • Wand, M. P. & Jones, M. C. (1993). Comparison of smoothing parameterizations in bivariate kernel density estimation. J. Amer. Statist. Assoc. 88, 520-528.
    • (1993) J. Amer. Statist. Assoc. , vol.88 , pp. 520-528
    • Wand, M.P.1    Jones, M.C.2
  • 22
    • 21344497986 scopus 로고
    • Multivariate plug-in bandwidth selection
    • Wand, M. P. & Jones, M. C. (1994). Multivariate plug-in bandwidth selection. Comput. Statist. 9, 97-116.
    • (1994) Comput. Statist. , vol.9 , pp. 97-116
    • Wand, M.P.1    Jones, M.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.