메뉴 건너뛰기




Volumn 42, Issue 4, 2003, Pages 545-560

Computational aspects of nonparametric smoothing with illustrations from the sm library

Author keywords

Binning; Density estimation; Graphics; Kernel methods; Large datasets; Nonparametric regression; Quadratic forms; S Plus; sm library; Smoothing techniques

Indexed keywords

ALGORITHMS; MATRIX ALGEBRA; PARAMETER ESTIMATION; STATISTICAL METHODS; VECTORS;

EID: 0037471438     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-9473(02)00118-4     Document Type: Article
Times cited : (38)

References (27)
  • 1
    • 0000357414 scopus 로고
    • On the use of nonparametric regression for checking linear relationships
    • Azzalini, A., Bowman, A.W., 1993. On the use of nonparametric regression for checking linear relationships. J. Roy. Statist. Soc. Ser. B. 55, 549-557.
    • (1993) J. Roy. Statist. Soc. Ser. B , vol.55 , pp. 549-557
    • Azzalini, A.1    Bowman, A.W.2
  • 3
    • 0033918774 scopus 로고    scopus 로고
    • Graphical exploration of covariate effects on survival data through nonparametric quantile curves
    • Bowman, A.W., Wright, E., 2000. Graphical exploration of covariate effects on survival data through nonparametric quantile curves. Biometrics 56, 563-570.
    • (2000) Biometrics , vol.56 , pp. 563-570
    • Bowman, A.W.1    Wright, E.2
  • 4
    • 0030537328 scopus 로고    scopus 로고
    • Graphical comparison of nonparametric curves
    • Bowman, A.W., Young, S.G., 1996. Graphical comparison of nonparametric curves. Appl. Statist. 45, 83-98.
    • (1996) Appl. Statist. , vol.45 , pp. 83-98
    • Bowman, A.W.1    Young, S.G.2
  • 5
    • 84936916896 scopus 로고
    • Robust locally weighted regression and smoothing scatterplots
    • Cleveland, W.S., 1979. Robust locally weighted regression and smoothing scatterplots. J. Amer. Statist. Assoc. 74, 829-836.
    • (1979) J. Amer. Statist. Assoc. , vol.74 , pp. 829-836
    • Cleveland, W.S.1
  • 6
    • 3042869574 scopus 로고
    • Local linear regression smoothers and their minimax efficiencies
    • Fan, J., 1993. Local linear regression smoothers and their minimax efficiencies. Ann. Statist. 21, 196-216.
    • (1993) Ann. Statist. , vol.21 , pp. 196-216
    • Fan, J.1
  • 7
    • 21144469140 scopus 로고
    • Variable bandwidth and local linear regression smoothers
    • Fan, J., Gijbels, I., 1992. Variable bandwidth and local linear regression smoothers. Ann. Statist. 20, 2008-2036.
    • (1992) Ann. Statist. , vol.20 , pp. 2008-2036
    • Fan, J.1    Gijbels, I.2
  • 9
    • 84952210128 scopus 로고
    • Fast implementations of nonparametric curve estimators
    • Fan, J., Marron, J.S., 1994. Fast implementations of nonparametric curve estimators. J. Comput. Graph. Statist. 3, 35-56.
    • (1994) J. Comput. Graph. Statist. , vol.3 , pp. 35-56
    • Fan, J.1    Marron, J.S.2
  • 10
    • 84950447968 scopus 로고
    • Local polynomial kernel regression for generalized linear models and quasi likelihood functions
    • Fan, J., Heckmann, N.E., Wand, M.P., 1995. Local polynomial kernel regression for generalized linear models and quasi likelihood functions. J. Amer. Statist. Assoc. 90, 141-150.
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 141-150
    • Fan, J.1    Heckmann, N.E.2    Wand, M.P.3
  • 11
    • 0001106460 scopus 로고
    • Residual variance and residual pattern in nonlinear regression
    • Gasser, T., Sroka, L., Jennen-Steinmetz, C., 1986. Residual variance and residual pattern in nonlinear regression. Biometrika 73, 625-633.
    • (1986) Biometrika , vol.73 , pp. 625-633
    • Gasser, T.1    Sroka, L.2    Jennen-Steinmetz, C.3
  • 13
    • 0001099171 scopus 로고
    • Algorithm AS 222: Resistant smoothing using the fast fourier transform
    • Härdle, W., 1987. Algorithm AS 222: resistant smoothing using the fast fourier transform. Appl. Statist. 36, 104-111.
    • (1987) Appl. Statist. , vol.36 , pp. 104-111
    • Härdle, W.1
  • 14
    • 0003097597 scopus 로고
    • Smoothing by weighted average of rounded points
    • Härdle, W., Scott, D.W., 1992. Smoothing by weighted average of rounded points. Comput. Statist. 7, 97-128.
    • (1992) Comput. Statist. , vol.7 , pp. 97-128
    • Härdle, W.1    Scott, D.W.2
  • 18
    • 0344168195 scopus 로고    scopus 로고
    • Saddlepoint approximations for distributions of quadratic forms in normal variables
    • Kuonen, D., 1999. Saddlepoint approximations for distributions of quadratic forms in normal variables. Biometrika 86, 929-935.
    • (1999) Biometrika , vol.86 , pp. 929-935
    • Kuonen, D.1
  • 19
    • 0000570384 scopus 로고
    • On estimating regression
    • Nadaraya, E.A., 1964. On estimating regression. Theory Probab. Appl. 10, 186-190.
    • (1964) Theory Probab. Appl. , vol.10 , pp. 186-190
    • Nadaraya, E.A.1
  • 20
    • 0000006440 scopus 로고
    • Bandwidth choice for nonparametric regression
    • Rice, J., 1984. Bandwidth choice for nonparametric regression. Ann. Statist. 12, 1215-1230.
    • (1984) Ann. Statist. , vol.12 , pp. 1215-1230
    • Rice, J.1
  • 21
    • 21844518517 scopus 로고
    • Multivariate locally weighted least squares regression
    • Ruppert, D., Wand, M.P., 1994. Multivariate locally weighted least squares regression. Ann. Statist. 22, 1346-1370.
    • (1994) Ann. Statist. , vol.22 , pp. 1346-1370
    • Ruppert, D.1    Wand, M.P.2
  • 23
    • 0002319720 scopus 로고
    • Algorithm AS 176: Kernel density estimation using the fast fourier transform
    • Silverman, B.W., 1982. Algorithm AS 176: kernel density estimation using the fast fourier transform. Appl. Statist. 31, 93-99.
    • (1982) Appl. Statist. , vol.31 , pp. 93-99
    • Silverman, B.W.1
  • 26
    • 0001762424 scopus 로고
    • Smooth regression analysis
    • Watson, G.S., 1964. Smooth regression analysis. Sankhy 26, 359-372.
    • (1964) Sankhy , vol.26 , pp. 359-372
    • Watson, G.S.1
  • 27
    • 0029150201 scopus 로고
    • Non-parametric analysis of covariance
    • Young, S.G., Bowman, A.W., 1995. Non-parametric analysis of covariance. Biometrics 51, 920-9310.
    • (1995) Biometrics , vol.51 , pp. 920-9310
    • Young, S.G.1    Bowman, A.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.