메뉴 건너뛰기




Volumn 45, Issue 2, 2004, Pages 249-267

Practical bandwidth selection in deconvolution kernel density estimation

Author keywords

Bandwidth selection; Bootstrap; Cross validation; Deconvolution; Errors in variables; Kernel density estimation; Plug in methods

Indexed keywords

APPROXIMATION THEORY; BANDWIDTH; COMPUTER SIMULATION; DATA REDUCTION; ERROR ANALYSIS; PARAMETER ESTIMATION;

EID: 1142268196     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-9473(02)00329-8     Document Type: Article
Times cited : (147)

References (26)
  • 1
    • 0041691699 scopus 로고
    • Choosing the smoothing parameter in a Fourier approach to nonparametric deconvolution of a density function
    • Barry J. Diggle P. Choosing the smoothing parameter in a Fourier approach to nonparametric deconvolution of a density function Nonparametric Statist. 4 1995 223-232
    • (1995) Nonparametric Statist. , vol.4 , pp. 223-232
    • Barry, J.1    Diggle, P.2
  • 2
    • 38149147190 scopus 로고
    • A comparative study of several smoothing methods in density estimation
    • Cao R. Cuevas A. González-Manteiga W. A comparative study of several smoothing methods in density estimation Comput. Statist. Data Anal. 17 1994 153-176
    • (1994) Comput. Statist. Data Anal. , vol.17 , pp. 153-176
    • Cao, R.1    Cuevas, A.2    González-Manteiga, W.3
  • 3
    • 0001736196 scopus 로고
    • Optimal rates of convergence for deconvolving a density
    • Carroll R.J. Hall P. Optimal rates of convergence for deconvolving a density J. Amer. Statist. Assoc. 83 1988 1184-1186
    • (1988) J. Amer. Statist. Assoc. , vol.83 , pp. 1184-1186
    • Carroll, R.J.1    Hall, P.2
  • 5
    • 0000486594 scopus 로고
    • Mean square error properties of density estimators
    • Davis K.B. Mean square error properties of density estimators Ann. Statist. 3 1975 1025-1030
    • (1975) Ann. Statist. , vol.3 , pp. 1025-1030
    • Davis, K.B.1
  • 8
    • 0036435144 scopus 로고    scopus 로고
    • Estimation of integrated squared density derivatives from a contaminated sample
    • Ser. B
    • Delaigle A. Gijbels I. Estimation of integrated squared density derivatives from a contaminated sample J. Roy. Statist. Soc., Ser. B 64 2002 869-886
    • (2002) J. Roy. Statist. Soc. , vol.64 , pp. 869-886
    • Delaigle, A.1    Gijbels, I.2
  • 9
    • 84988101319 scopus 로고
    • Consistent deconvolution in density estimation
    • Devroye L. Consistent deconvolution in density estimation Canad. J. Statist. 7 1989 235-239
    • (1989) Canad. J. Statist. , vol.7 , pp. 235-239
    • Devroye, L.1
  • 10
    • 0002688277 scopus 로고
    • Asymptotic normality for deconvolution kernel density estimators
    • Fan J. Asymptotic normality for deconvolution kernel density estimators Sankhya A 53 1991 97-110
    • (1991) Sankhya A , vol.53 , pp. 97-110
    • Fan, J.1
  • 11
    • 0000867838 scopus 로고
    • On the optimal rates of convergence for nonparametric deconvolution problems
    • Fan J. On the optimal rates of convergence for nonparametric deconvolution problems Ann. Statist. 19 1991 1257-1272
    • (1991) Ann. Statist. , vol.19 , pp. 1257-1272
    • Fan, J.1
  • 12
    • 0002531005 scopus 로고
    • Global behaviour of deconvolution kernel estimates
    • Fan J. Global behaviour of deconvolution kernel estimates Statist. Sinica 1 1991 541-551
    • (1991) Statist. Sinica , vol.1 , pp. 541-551
    • Fan, J.1
  • 13
    • 84988123046 scopus 로고
    • Deconvolution with supersmooth distributions
    • Fan J. Deconvolution with supersmooth distributions Canad. J. Statist. 20 1992 155-169
    • (1992) Canad. J. Statist. , vol.20 , pp. 155-169
    • Fan, J.1
  • 15
    • 0011629004 scopus 로고    scopus 로고
    • Data-driven deconvolution
    • Hesse C.H. Data-driven deconvolution Nonparametric Statist. 10 1999 343-373
    • (1999) Nonparametric Statist. , vol.10 , pp. 343-373
    • Hesse, C.H.1
  • 16
    • 0030517778 scopus 로고    scopus 로고
    • Progress in data-based bandwidth selection for kernel density estimation
    • Jones M.C. Marron J.S. Sheather S.J. Progress in data-based bandwidth selection for kernel density estimation Comput. Statist. 11 1996 337-381
    • (1996) Comput. Statist. , vol.11 , pp. 337-381
    • Jones, M.C.1    Marron, J.S.2    Sheather, S.J.3
  • 17
    • 0001366850 scopus 로고
    • Exact mean integrated squared error
    • Marron J.S. Wand M.P. Exact mean integrated squared error Ann. Statist. 20 1992 712-736
    • (1992) Ann. Statist. , vol.20 , pp. 712-736
    • Marron, J.S.1    Wand, M.P.2
  • 18
    • 0009373055 scopus 로고    scopus 로고
    • On the effect of estimating the error density in nonparametric deconvolution
    • Neumann M.H. On the effect of estimating the error density in nonparametric deconvolution Nonparametric Statist. 7 1997 307-330
    • (1997) Nonparametric Statist. , vol.7 , pp. 307-330
    • Neumann, M.H.1
  • 19
    • 0002780488 scopus 로고
    • Comparison of data-driven bandwidth selectors
    • Park B. Marron J.S. Comparison of data-driven bandwidth selectors J. Amer. Statist. Assoc. 85 1990 66-72
    • (1990) J. Amer. Statist. Assoc. , vol.85 , pp. 66-72
    • Park, B.1    Marron, J.S.2
  • 20
    • 0001268552 scopus 로고
    • A reliable data-based bandwidth selection method for kernel density estimation
    • Sheather S.J. Jones M.C. A reliable data-based bandwidth selection method for kernel density estimation J. Roy. Statist. Soc. Ser. B 53 1991 683-690
    • (1991) J. Roy. Statist. Soc. Ser. B , vol.53 , pp. 683-690
    • Sheather, S.J.1    Jones, M.C.2
  • 22
    • 38249019182 scopus 로고
    • Rates of convergence of some estimators in a class of deconvolution problems
    • Stefanski L.A. Rates of convergence of some estimators in a class of deconvolution problems Statist. Probab. Lett. 9 1990 229-235
    • (1990) Statist. Probab. Lett. , vol.9 , pp. 229-235
    • Stefanski, L.A.1
  • 23
    • 84972949113 scopus 로고
    • Deconvoluting kernel density estimators
    • Stefanski L. Carroll R.J. Deconvoluting kernel density estimators Statistics 2 1990 169-184
    • (1990) Statistics , vol.2 , pp. 169-184
    • Stefanski, L.1    Carroll, R.J.2
  • 25
    • 0032519224 scopus 로고    scopus 로고
    • Finite sample performance of deconvolving density estimators
    • Wand M.P. Finite sample performance of deconvolving density estimators Statist. Probab. Lett. 37 1998 131-139
    • (1998) Statist. Probab. Lett. , vol.37 , pp. 131-139
    • Wand, M.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.