메뉴 건너뛰기




Volumn , Issue , 2017, Pages 1-335

Generalized additive models

Author keywords

[No Author keywords available]

Indexed keywords


EID: 85052767164     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1201/9780203753781     Document Type: Book
Times cited : (1489)

References (259)
  • 1
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • eds. B.N. Petrov and F. CsakiAkademia Kiado, Budapest
    • Akaike, H. (1973) Information theory and an extension of the maximum likelihood principle, in Second International Symposium on I n form ation Theory, (eds. B.N. Petrov and F. Csaki) Akademia Kiado, Budapest, pp. 267-81.
    • (1973) Second International Symposium on I N Form Ation Theory , pp. 267-281
    • Akaike, H.1
  • 2
    • 0016029778 scopus 로고
    • The relationship between variable selection and data augmentation and a method of prediction
    • Allen, D.M. (1974) The relationship between variable selection and data augmentation and a method of prediction. Technometrics 16, 125-7.
    • (1974) Technometrics , vol.16 , pp. 125-127
    • Allen, D.M.1
  • 4
    • 0000844326 scopus 로고
    • A note on the selection of data transformations
    • Andrews, D.F. (1971) A note on the selection of data transformations. Biometrika 58, 249-54.
    • (1971) Biometrika , vol.58 , pp. 249-254
    • Andrews, D.F.1
  • 6
    • 84946632720 scopus 로고
    • The examination and analysis of residuals
    • Anscombe, F. and Tukey, J.W. (1963) The examination and analysis of residuals. Technometrics 5, 141-60.
    • (1963) Technometrics , vol.5 , pp. 141-160
    • Anscombe, F.1    Tukey, J.W.2
  • 7
    • 0039289893 scopus 로고
    • Efficient generalized cross-validation for state space models
    • Ansley, C.F. and Kohn, R.E. (1987) Efficient generalized cross-validation for state space models. Biometrika 74, 139-48.
    • (1987) Biometrika , vol.74 , pp. 139-148
    • Ansley, C.F.1    Kohn, R.E.2
  • 10
    • 0002701230 scopus 로고
    • On the use of nonparametric regression for model checking
    • Azzalini, A., Bowman, A.W. and Hardle, W. (1989) On the use of nonparametric regression for model checking. Biometrika 67, 1-12.
    • (1989) Biometrika , vol.67 , Issue.1 , pp. 12
    • Azzalini, A.1    Bowman, A.W.2    Hardle, W.3
  • 12
    • 0003684877 scopus 로고
    • Generalized Linear Interactive Modelling. Numerical Algorithms Group, Oxford
    • Baker, R.J. and Nelder, J.A. (1978) The G L I M System. Release 3, Generalized Linear Interactive Modelling. Numerical Algorithms Group, Oxford.
    • (1978) The G L I M System. Release 3
    • Baker, R.J.1    Nelder, J.A.2
  • 14
    • 0041193345 scopus 로고
    • Nonparametric Bayesian regression
    • Barry, D. (1986) Nonparametric Bayesian regression. Ann. Statist. 14, 934-53.
    • (1986) Ann. Statist. , vol.14 , pp. 934-953
    • Barry, D.1
  • 21
    • 84910378827 scopus 로고
    • An analysis of transformations revisited
    • Bickel, P.J. and Doksum, K.A. (1981) An analysis of transformations revisited. J. Am. Statist. Assoc. 76, 296-311.
    • (1981) J. Am. Statist. Assoc. , vol.76 , pp. 296-311
    • Bickel, P.J.1    Doksum, K.A.2
  • 25
    • 0000133998 scopus 로고
    • An analysis of transformations
    • Box, G.E.P. and Cox, D.R. (1964) An analysis of transformations. J. R. Statist. Soc. B 26, 211-52.
    • (1964) J. R. Statist. Soc. B , vol.26 , pp. 211-252
    • Box, G.E.P.1    Cox, D.R.2
  • 26
    • 84950908706 scopus 로고
    • An analysis of transformations revisited, rebutted
    • Box, G.E.P. and Cox, D.R. (1982) An analysis of transformations revisited, rebutted. J. Am. Statist. Assoc. 77, 209-10.
    • (1982) J. Am. Statist. Assoc. , vol.77 , pp. 209-210
    • Box, G.E.P.1    Cox, D.R.2
  • 27
    • 0016093884 scopus 로고
    • Correcting inhomogeneity of variance with power transformation weighting
    • Box, G.E.P. and Hill, W.J. (1974) Correcting inhomogeneity of variance with power transformation weighting. Technometrics 16, 385-9.
    • (1974) Technometrics , vol.16 , pp. 385-389
    • Box, G.E.P.1    Hill, W.J.2
  • 28
    • 84946640223 scopus 로고
    • Transformations of the independent variables
    • Box, G.E.P. and Tidwell, P.W. (1962) Transformations of the independent variables. Technometrics 4, 531-50.
    • (1962) Technometrics , vol.4 , pp. 531-550
    • Box, G.E.P.1    Tidwell, P.W.2
  • 30
    • 85052762599 scopus 로고
    • Residuals for Cox’ s proportional hazards model. Ph.D. dissertation
    • Brasher, P. (1989) Residuals for Cox’ s proportional hazards model. Ph.D. dissertation. University of Toronto.
    • (1989) University of Toronto
    • Brasher, P.1
  • 31
    • 85052776782 scopus 로고
    • Discussion of “Linear smoothers and additive models” by Buja et al
    • Breiman, L. (1989) Discussion of “Linear smoothers and additive models” by Buja et al.Ann. Statist. 17, 510-5.
    • (1989) Ann. Statist , vol.17 , pp. 510-515
    • Breiman, L.1
  • 32
    • 85052764789 scopus 로고
    • Fitting additive models to regression data
    • Univ. of California, Berkeley
    • Breiman, L. (1989a) Fitting additive models to regression data. Tech, rep. Dept, of Statistics, Univ. of California, Berkeley.
    • (1989) Tech, Rep. Dept, of Statistics
    • Breiman, L.1
  • 33
    • 85052773879 scopus 로고
    • The H method for estimating multivariate functions from noisy data
    • Univ. of California, Berkeley
    • Breiman, L. (1989b) The H method for estimating multivariate functions from noisy data. Tech, rep. Dept, of Statistics, Univ. of California, Berkeley.
    • (1989) Tech, Rep. Dept, of Statistics
    • Breiman, L.1
  • 35
    • 84950771789 scopus 로고
    • Estimating optimal transformations for multiple regression and correlation (With discussion)
    • Breiman, L. and Friedman, J.H. (1985) Estimating optimal transformations for multiple regression and correlation (with discussion). J. Am. Statist. Assoc. 80, 580-619.
    • (1985) J. Am. Statist. Assoc. , vol.80 , pp. 580-619
    • Breiman, L.1    Friedman, J.H.2
  • 36
    • 84919306597 scopus 로고
    • Comparing automatic bivariate smoothness (A public service enterprise)
    • Dept, of Statistics, Univ. of California, Berkeley
    • Breiman, L. and Peters, S. (1988) Comparing automatic bivariate smoothness (a public service enterprise). Technical report No. 161, Dept, of Statistics, Univ. of California, Berkeley.
    • (1988) Technical Report No. 161
    • Breiman, L.1    Peters, S.2
  • 39
    • 0000388992 scopus 로고
    • Comment on “ Consistent nonparametric regression”
    • Brillinger, D.R. (1977) Comment on “ Consistent nonparametric regression” by C.J. Stone. Ann. Statist. 5, 549-645.
    • (1977) C.J. Stone. Ann. Statist. , vol.5 , pp. 549-645
    • Brillinger, D.R.1
  • 40
    • 0001009564 scopus 로고
    • An exploratory analysis of the Joyner-Boore attenuation data
    • Brillinger, D.R. and Preisler, H.K. (1984) An exploratory analysis of the Joyner-Boore attenuation data. Bull. Seismological Soc. Amer. 74, 1441-50.
    • (1984) Bull. Seismological Soc. Amer. , vol.74 , pp. 1441-1450
    • Brillinger, D.R.1    Preisler, H.K.2
  • 41
    • 0007164029 scopus 로고
    • The dependence of ambient ozone on solar radiation, temperature, and mixing height
    • Boston; American Meteorological Society
    • Bruntz, S.M., Cleveland, W.S., Kleiner, B. and Warner, J.L. (1974) The dependence of ambient ozone on solar radiation, temperature, and mixing height. In Symposium on atmospheric diffusion and air pollution. Boston; American Meteorological Society 125-8.
    • (1974) Symposium on Atmospheric Diffusion and Air Pollution , pp. 125-128
    • Bruntz, S.M.1    Cleveland, W.S.2    Kleiner, B.3    Warner, J.L.4
  • 43
    • 0042298194 scopus 로고
    • Technical Report, Department of Statistics, University of Washington, Seattle
    • Buja, A., Donnell, D. and Stuetzle, W. (1986) Additive principal components. Technical Report, Department of Statistics, University of Washington, Seattle.
    • (1986) Additive Principal Components
    • Buja, A.1    Donnell, D.2    Stuetzle, W.3
  • 44
    • 0000014224 scopus 로고
    • Linear smoothers and additive models (With discussion)
    • Buja, A., Hastie, T. and Tibshirani, R. (1989) Linear smoothers and additive models (with discussion). Ann. Statist. 17, 453-555.
    • (1989) Ann. Statist. , vol.17 , pp. 453-555
    • Buja, A.1    Hastie, T.2    Tibshirani, R.3
  • 45
    • 85052774126 scopus 로고
    • Discussion of “Estimating optimal transformations for multiple regression and correlation” by L. Breiman and J. Friedman
    • Buja, A. and Kass, R. (1985) Discussion of “Estimating optimal transformations for multiple regression and correlation” by L. Breiman and J. Friedman, J. Am. Statist. Assoc. 80, 580-619.
    • (1985) J. Am. Statist. Assoc. , vol.80 , pp. 580-619
    • Buja, A.1    Kass, R.2
  • 46
    • 85052778748 scopus 로고
    • Unpublished Ph.D. thesis, Rutgers University, New Brunswick, N.J
    • Burman, P. (1985) Estimation of generalized additive models. Unpublished Ph.D. thesis, Rutgers University, New Brunswick, N.J.
    • (1985) Estimation of Generalized Additive Models
    • Burman, P.1
  • 47
    • 0000666958 scopus 로고
    • On prediction and the power family
    • Carroll, R.J. and Ruppert, D. (1981) On prediction and the power family. Biometrika 68, 609-15.
    • (1981) Biometrika , vol.68 , pp. 609-615
    • Carroll, R.J.1    Ruppert, D.2
  • 48
    • 65849265855 scopus 로고
    • Power transformations when fitting theoretical models to data
    • Carroll, R.J. and Ruppert, D. (1984) Power transformations when fitting theoretical models to data. J. Am. Statist. Assoc. 79, 321-8.
    • (1984) J. Am. Statist. Assoc. , vol.79 , pp. 321-328
    • Carroll, R.J.1    Ruppert, D.2
  • 51
    • 0039691254 scopus 로고
    • Discussion of “ Linear smoothers and additive models.” by Buja et al
    • Chen, Z., Gu, C. and Wahba, G. (1989) Discussion of “ Linear smoothers and additive models.” by Buja et al.Ann. Statist. 17, 515-21.
    • (1989) Ann. Statist , vol.17 , pp. 515-521
    • Chen, Z.1    Gu, C.2    Wahba, G.3
  • 52
    • 0002727866 scopus 로고
    • Non-parametric estimation of a smooth regression function
    • Clark, R.M. (1977) Non-parametric estimation of a smooth regression function. J. R. Statist. Soc. B 39, 107-13.
    • (1977) J. R. Statist. Soc. B , vol.39 , pp. 107-113
    • Clark, R.M.1
  • 53
    • 0022243991 scopus 로고
    • The EM algorithm for C ox’s regression model using G LIM
    • Clayton, D. and Cuzick, J. (1985) The EM algorithm for C ox’s regression model using G LIM. Appl. Statist. 34, 148-56.
    • (1985) Appl. Statist. , vol.34 , pp. 148-156
    • Clayton, D.1    Cuzick, J.2
  • 55
    • 84936916896 scopus 로고
    • Robust locally-weighted regression and smoothing scatterplots
    • Cleveland, W.S. (1979) Robust locally-weighted regression and smoothing scatterplots. J. Am. Statist. Assoc. 74, 829-36.
    • (1979) J. Am. Statist. Assoc. , vol.74 , pp. 829-836
    • Cleveland, W.S.1
  • 56
    • 84947318637 scopus 로고
    • Locally-weighted regression: An approach to regression analysis by local fitting
    • Cleveland, W.S. and Devlin, S.J. (1988) Locally-weighted regression: an approach to regression analysis by local fitting. J. Am. Statist. Assoc. 83, 597-610.
    • (1988) J. Am. Statist. Assoc. , vol.83 , pp. 597-610
    • Cleveland, W.S.1    Devlin, S.J.2
  • 57
    • 45549110576 scopus 로고
    • Regression by local fitting: Methods, properties and computational algorithms
    • Cleveland, W.S., Devlin, S.J. and Grosse, E.H. (1988) Regression by local fitting: methods, properties and computational algorithms. Journal o f Econometrics 37, 87-114.
    • (1988) Journal O F Econometrics , vol.37 , pp. 87-114
    • Cleveland, W.S.1    Devlin, S.J.2    Grosse, E.H.3
  • 59
    • 0020886563 scopus 로고
    • The seasonal decomposition of atmospheric C O 2: Information from new approaches to the decomposition of time series
    • Cleveland, W.S., Freeny, A. and Graedal, T.E. (1983) The seasonal decomposition of atmospheric C O 2: information from new approaches to the decomposition of time series. J. of Geophysical Res. 88, No. C15, 10935-46.
    • (1983) J. of Geophysical Res. , vol.88 , Issue.C15 , pp. 10935-10946
    • Cleveland, W.S.1    Freeny, A.2    Graedal, T.E.3
  • 60
    • 84952094529 scopus 로고
    • Detection of influential observations in linear regression
    • Cook, R.D. (1977) Detection of influential observations in linear regression. Technometrics 19, 15-8.
    • (1977) Technometrics , vol.19 , pp. 15-18
    • Cook, R.D.1
  • 62
    • 0000128671 scopus 로고
    • Asymptotics for M-type smoothing splines
    • Cox, D.D (1983) Asymptotics for M-type smoothing splines. Ann. Statist. 11, 530-51.
    • (1983) Ann. Statist. , vol.11 , pp. 530-551
    • Cox, D.D.1
  • 63
    • 85052765815 scopus 로고
    • Discussion of “Linear smoothers and additive models.” by Buja et al
    • Cox, D.D. (1989) Discussion of “Linear smoothers and additive models.” by Buja et al.Ann. Statist. 17, 522-5.
    • (1989) Ann. Statist , vol.17 , pp. 522-525
    • Cox, D.D.1
  • 64
    • 84876717979 scopus 로고
    • Analysis of penalized likelihood type estimators with applications to generalized smoothing in Sobolev Spaces
    • Dept, of Statistics, University of California, Berkeley
    • Cox, D.D. and O’Sullivan, F. (1985) Analysis of penalized likelihood type estimators with applications to generalized smoothing in Sobolev Spaces, Tech. Rep. No. 51, Dept, of Statistics, University of California, Berkeley.
    • (1985) Tech. Rep. No. 51
    • Cox, D.D.1    O’Sullivan, F.2
  • 66
    • 0000336139 scopus 로고
    • Regression models and life tables (With discussion)
    • Cox, D.R. (1972) Regression models and life tables (with discussion) J. R. Statist. Soc. B 74, 187-220.
    • (1972) J. R. Statist. Soc. B , vol.74 , pp. 187-220
    • Cox, D.R.1
  • 68
    • 0002738159 scopus 로고
    • Orthogonal parameters and approximate conditional inference (With discussion)
    • Cox, D.R. and Reid, N. (1987) Orthogonal parameters and approximate conditional inference (with discussion). J. R. Statist. Soc. B 49, 1-39.
    • (1987) J. R. Statist. Soc. B , vol.49 , pp. 1-39
    • Cox, D.R.1    Reid, N.2
  • 69
    • 34250263445 scopus 로고
    • Smoothing noisy data with spline functions
    • Craven, P. and Wahba, G. (1979) Smoothing noisy data with spline functions. Numerische Mathematik 31, 377-403.
    • (1979) Numerische Mathematik , vol.31 , pp. 377-403
    • Craven, P.1    Wahba, G.2
  • 70
    • 85052768306 scopus 로고
    • Discussion of “A Re-analysis of the Stanford heart transplant data”, by M. Aitkin, N. Laird and B
    • Crowley, J. and Storer, B. (1983) Discussion of “A Re-analysis of the Stanford heart transplant data”, by M. Aitkin, N. Laird and B. Francis. J. Am. Statist. Assoc. 78, 264-91.
    • (1983) Francis. J. Am. Statist. Assoc. , vol.78 , pp. 264-291
    • Crowley, J.1    Storer, B.2
  • 71
    • 5344224371 scopus 로고
    • Modelling, forecasting and seasonally adjusting economic time series with the X-11 A R I M A method
    • Dagum, E. (1978) Modelling, forecasting and seasonally adjusting economic time series with the X-11 A R I M A method. The Statistician 27, 203-16.
    • (1978) The Statistician , vol.27 , pp. 203-216
    • Dagum, E.1
  • 72
    • 0007180814 scopus 로고
    • Oscillation matrices with spline smoothing
    • Demmler, A. and Reinsch, C. (1975) Oscillation matrices with spline smoothing. Numerische Mathematik 24, 375-82.
    • (1975) Numerische Mathematik , vol.24 , pp. 375-382
    • Demmler, A.1    Reinsch, C.2
  • 76
    • 0001244757 scopus 로고
    • On the almost everywhere convergence of nonparametric regression function estimates
    • Devroye, L. P. (1981) On the almost everywhere convergence of nonparametric regression function estimates. Ann. Statist. 9, 1310-9.
    • (1981) Ann. Statist. , vol.9 , pp. 1310-1319
    • Devroye, L.P.1
  • 77
    • 0000568602 scopus 로고
    • Distribution-free consistency results in nonparametric discrimination and regression function estimation
    • Devroye, L. P. and Wagner, T.J. (1980) Distribution-free consistency results in nonparametric discrimination and regression function estimation. Ann. Statist. 8, 231-9.
    • (1980) Ann. Statist. , vol.8 , pp. 231-239
    • Devroye, L.P.1    Wagner, T.J.2
  • 78
    • 0002924402 scopus 로고
    • A review of bootstrap confidence intervals
    • DiCiccio, T. and Romano, J. (1988) A review of bootstrap confidence intervals. J. R. Statist. Soc. A 151, 338-54.
    • (1988) J. R. Statist. Soc. A , vol.151 , pp. 338-354
    • Diciccio, T.1    Romano, J.2
  • 79
    • 51949111620 scopus 로고
    • Smearing method: A nonparametric retransformation method
    • Duan, N. (1983) Smearing method: a nonparametric retransformation method. J. Am. Statist. Assoc. 78, 605-10.
    • (1983) J. Am. Statist. Assoc. , vol.78 , pp. 605-610
    • Duan, N.1
  • 80
    • 85052778492 scopus 로고
    • Slicing regression: A link-free regression method
    • Duan, N. and Li, K.C. (1988) Slicing regression: a link-free regression method. U C L A Statistical series No. 25.
    • (1988) U C L a Statistical Series No , pp. 25
    • Duan, N.1    Li, K.C.2
  • 82
    • 84950461478 scopus 로고
    • Estimating the error rate of a prediction rule: Improvements on cross-validation
    • Efron, B. (1983) Estimating the error rate of a prediction rule: improvements on cross-validation. J. Am. Statist. Assoc. 78, 316-31.
    • (1983) J. Am. Statist. Assoc. , vol.78 , pp. 316-331
    • Efron, B.1
  • 83
    • 80053264999 scopus 로고
    • How biased is the apparent error rate of a prediction rule?
    • Efron, B. (1986) How biased is the apparent error rate of a prediction rule? J. Am. Statist. Assoc. 81, 461-70.
    • (1986) J. Am. Statist. Assoc. , vol.81 , pp. 461-470
    • Efron, B.1
  • 84
    • 84964203940 scopus 로고
    • Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy
    • Efron, B. and Tibshirani, R. (1986) Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Statist. Sci. 1, 54-77.
    • (1986) Statist. Sci. , vol.1 , pp. 54-77
    • Efron, B.1    Tibshirani, R.2
  • 85
    • 0012921755 scopus 로고
    • Semi-parametric estimates of the relation between weather and electricity sales
    • Engle, R.F., Granger, C.W.J., Rice, J.A. and Weiss, A. (1986) Semi-parametric estimates of the relation between weather and electricity sales. J. Am. Statist. Assoc. 81, 310-20.
    • (1986) J. Am. Statist. Assoc. , vol.81 , pp. 310-320
    • Engle, R.F.1    Granger, C.W.J.2    Rice, J.A.3    Weiss, A.4
  • 86
    • 0000665083 scopus 로고
    • Nonparametric estimation of a multivariate probability density
    • Epanechnikov, V.A. (1969) Nonparametric estimation of a multivariate probability density. Theor. Prob. Appl. 14, 153-8
    • (1969) Theor. Prob. Appl. , vol.14 , pp. 153-158
    • Epanechnikov, V.A.1
  • 87
    • 0002171003 scopus 로고
    • The hat matrix for smoothing splines
    • Eubank, R.L. (1984) The hat matrix for smoothing splines. Statist, and Prob. Letters 2, 9-14.
    • (1984) Statist, and Prob. Letters , vol.2 , pp. 9-14
    • Eubank, R.L.1
  • 88
    • 0001216817 scopus 로고
    • Diagnostics for smoothing splines
    • Eubank, R.L. (1985) Diagnostics for smoothing splines. J. R. Statist. Soc. B 47, 332-41.
    • (1985) J. R. Statist. Soc. B , vol.47 , pp. 332-341
    • Eubank, R.L.1
  • 90
    • 38249040911 scopus 로고
    • Diagnostics for penalized least-squares estimators
    • Eubank, R.L. and Gunst, R.F. (1986) Diagnostics for penalized least-squares estimators. Statist, and Prob. Letters 4, 265-72.
    • (1986) Statist, and Prob. Letters , vol.4 , pp. 265-272
    • Eubank, R.L.1    Gunst, R.F.2
  • 92
    • 0004116672 scopus 로고
    • 3rd edition. Cambridge University Press
    • Finney, D.J. (1971) Probit Analysis. 3rd edition. Cambridge University Press.
    • (1971) Probit Analysis
    • Finney, D.J.1
  • 93
    • 0000999621 scopus 로고
    • Some diagnostics for binary logistic regression via smoothing
    • Fowlkes, E.B. (1987) Some diagnostics for binary logistic regression via smoothing. Biometrika 74, 503-15.
    • (1987) Biometrika , vol.74 , pp. 503-515
    • Fowlkes, E.B.1
  • 94
    • 85052774126 scopus 로고
    • Discussion of “ Estimating optimal transformations for multiple regression and correlation” by L
    • Fowlkes, E.B. and Kettenring, J. (1985) Discussion of “ Estimating optimal transformations for multiple regression and correlation” by L. Breiman and J. Friedman. J. Am. Statist. Assoc. 80, 580-619.
    • (1985) Breiman and J. Friedman. J. Am. Statist. Assoc. , vol.80 , pp. 580-619
    • Fowlkes, E.B.1    Kettenring, J.2
  • 95
    • 0010706146 scopus 로고
    • Data transformations and the linear model
    • Fraser, D.A.S. (1967) Data transformations and the linear model. Ann. Math. Statist. 38, 1456-65.
    • (1967) Ann. Math. Statist. , vol.38 , pp. 1456-1465
    • Fraser, D.A.S.1
  • 96
    • 0003906335 scopus 로고
    • A variable span smoother
    • Dept, of Statistics, Stanford University
    • Friedman, J.H. (1984) A variable span smoother. Tech. rep. LCS5, Dept, of Statistics, Stanford University.
    • (1984) Tech. Rep. LCS5
    • Friedman, J.H.1
  • 97
    • 0002432565 scopus 로고
    • Multivariate additive regression splines
    • To appear
    • Friedman, J.H. (1990) Multivariate additive regression splines. To appear, Ann. Statist.
    • (1990) Ann. Statist.
    • Friedman, J.H.1
  • 98
    • 0024607448 scopus 로고
    • Flexible parsimonious smoothing and additive modelling (With discussion)
    • Friedman, J.H. and Silverman, B.W. (1989) Flexible parsimonious smoothing and additive modelling (with discussion). Technometrics 31, 3-39.
    • (1989) Technometrics , vol.31 , pp. 3-39
    • Friedman, J.H.1    Silverman, B.W.2
  • 100
    • 0343225228 scopus 로고
    • Smoothing of scatterplots. Department of Statistics Technical Report, Orion 3
    • Friedman, J.H. and Stuetzle, W. (1982) Smoothing of scatterplots. Department of Statistics Technical Report, Orion 3, Stanford University.
    • (1982) Stanford University
    • Friedman, J.H.1
  • 101
    • 0002684932 scopus 로고
    • Kernel estimation of regression functions
    • Smoothing Techniques f o r Curve Estimation, Gasser and Rosenblatt, eds., Springer-Verlag, New York
    • Gasser, Th. and Muller, H.G. (1979) Kernel estimation of regression functions. In Smoothing Techniques f o r Curve Estimation, Gasser and Rosenblatt, eds. Lecture notes in Math. 757, 23-68, Springer-Verlag, New York.
    • (1979) Lecture Notes in Math , vol.757 , pp. 23-68
    • Gasser, T.1    Muller, H.G.2
  • 102
    • 0001257368 scopus 로고
    • Estimating regression functions and their derivatives by the kernel method
    • Gasser, Th. and Muller, H.G. (1984) Estimating regression functions and their derivatives by the kernel method. Scand. J. Statist. 11, 171-85.
    • (1984) Scand. J. Statist. , vol.11 , pp. 171-185
    • Gasser, T.1    Muller, H.G.2
  • 105
    • 85052776790 scopus 로고
    • Non-linear covariates in the proportional hazards model
    • Univ. of Waterloo
    • Gentleman, R. (1988) Non-linear covariates in the proportional hazards model. Tech. rep. STAT-88-14, Univ. of Waterloo.
    • (1988) Tech. Rep. STAT-88-14
    • Gentleman, R.1
  • 106
    • 32044449925 scopus 로고
    • Generalized cross-validation as a method for choosing a good ridge parameter
    • Golub, G.H., Heath, M. and Wahba, G. (1979) Generalized cross-validation as a method for choosing a good ridge parameter. Technometrics 21, 213-23.
    • (1979) Technometrics , vol.21 , pp. 213-223
    • Golub, G.H.1    Heath, M.2    Wahba, G.3
  • 108
    • 0000451036 scopus 로고
    • Non-parametric roughness penalties for probability densities
    • Good, I.J. and Gaskins, R.A. (1971) Non-parametric roughness penalties for probability densities. Biometrika 58, 255-77.
    • (1971) Biometrika , vol.58 , pp. 255-277
    • Good, I.J.1    Gaskins, R.A.2
  • 109
    • 0003062975 scopus 로고
    • A survey of smoothing techniques
    • Fox and Long, Eds. Sage
    • Goodall, G. (1990) A survey of smoothing techniques. In Modern Methods in Data Analysis. Fox and Long, Eds. Sage.
    • (1990) Modern Methods in Data Analysis
    • Goodall, G.1
  • 110
    • 0001648516 scopus 로고
    • Iteratively reweighted least-squares for maximum likelihood estimation, and some robust and resistant alternatives (With discussion)
    • Green, P.J. (1984) Iteratively reweighted least-squares for maximum likelihood estimation, and some robust and resistant alternatives (with discussion). J. R. Statist. Soc. B 46, 149-92.
    • (1984) J. R. Statist. Soc. B , vol.46 , pp. 149-192
    • Green, P.J.1
  • 111
    • 77956888108 scopus 로고
    • Linear models for field trials, smoothing and cross-validation
    • Green, P.J. (1985) Linear models for field trials, smoothing and cross-validation. Biometrika 72, 527-37.
    • (1985) Biometrika , vol.72 , pp. 527-537
    • Green, P.J.1
  • 112
    • 0001499105 scopus 로고
    • Penalized likelihood for general semi-parametric regression models
    • Green, P.J. (1987) Penalized likelihood for general semi-parametric regression models. Int. Statist. Rev. 55, 245-60.
    • (1987) Int. Statist. Rev. , vol.55 , pp. 245-260
    • Green, P.J.1
  • 113
    • 0000332445 scopus 로고
    • Analysis of field experiments by least squares smoothing
    • Green, P.J., Jennison, G. and Seheult, A. (1985) Analysis of field experiments by least squares smoothing. J. R. Statist. Soc. B 47, 299-315.
    • (1985) J. R. Statist. Soc. B , vol.47 , pp. 299-315
    • Green, P.J.1    Jennison, G.2    Seheult, A.3
  • 121
    • 0001099171 scopus 로고
    • Resistant smoothing using the fast Fourier transform
    • Hardle, W. (1986) Resistant smoothing using the fast Fourier transform. Appl. Statist. 36, 104-11.
    • (1986) Appl. Statist. , vol.36 , pp. 104-111
    • Hardle, W.1
  • 122
    • 0002470428 scopus 로고
    • Investigating smooth multiple regression by the method of average derivatives
    • Hardle, W. (1989) Investigating smooth multiple regression by the method of average derivatives. J. Am. Statist. Assoc. 84, 986-95.
    • (1989) J. Am. Statist. Assoc. , vol.84 , pp. 986-995
    • Hardle, W.1
  • 124
    • 84909719647 scopus 로고
    • How far are the optimally chosen smoothing parameters from their optimum?
    • Hardle, W., Hall. P. and Marron, S. (1988) How far are the optimally chosen smoothing parameters from their optimum? J. Am. Statist. Assoc. 83, 86-95.
    • (1988) J. Am. Statist. Assoc. , vol.83 , pp. 86-95
    • Hardle, W.1    Hall, P.2    Marron, S.3
  • 125
    • 0000402476 scopus 로고
    • Optimal bandwidth selection in nonparametric regression function estimation
    • Hardle, W., and Marron, S. (1985) Optimal bandwidth selection in nonparametric regression function estimation. Ann. Statist. 13, 1465-81.
    • (1985) Ann. Statist , vol.13 , pp. 1465-1481
    • Hardle, W.1    Marron, S.2
  • 127
    • 0004963827 scopus 로고
    • Discussion of “Flexible parsimonious smoothing and additive modelling” by J. Friedman and B. Silverman
    • Hastie, T. (1989) Discussion of “Flexible parsimonious smoothing and additive modelling” by J. Friedman and B. Silverman. Technometrics 31, 3-39.
    • (1989) Technometrics , vol.31 , pp. 3-39
    • Hastie, T.1
  • 129
    • 84946227145 scopus 로고
    • A new algorithm for matched case-control studies with applications to additive models
    • Copenhagen
    • Hastie, T. and Pregibon, D. (1988) A new algorithm for matched case-control studies with applications to additive models. Proceedings C O M P S T A T 88, Copenhagen.
    • (1988) Proceedings C O M P S T a T 88
    • Hastie, T.1    Pregibon, D.2
  • 131
    • 84862811771 scopus 로고
    • Generalized additive models: Some applications
    • Springer lecture notes in Statistics No. 32, Berlin, Heidelberg
    • Hastie, T. and Tibshirani, R. (1985) Generalized additive models: some applications. Proceedings 2nd International G L I M Conference. Lancaster. Springer lecture notes in Statistics No. 32, Berlin, Heidelberg.
    • (1985) Proceedings 2Nd International G L I M Conference. Lancaster
    • Hastie, T.1    Tibshirani, R.2
  • 132
    • 84972488102 scopus 로고
    • Generalized additive models (With discussion)
    • Hastie, T. and Tibshirani, R. (1986) Generalized additive models (with discussion) Statist. Sci. 1, 297-318.
    • (1986) Statist. Sci. , vol.1 , pp. 297-318
    • Hastie, T.1    Tibshirani, R.2
  • 133
    • 84866389083 scopus 로고
    • Generalized additive models: Some applications
    • Hastie, T. and Tibshirani, R. (1987a) Generalized additive models: some applications, J. Am. Statist. Assoc. 82, 371-86.
    • (1987) J. Am. Statist. Assoc. , vol.82 , pp. 371-386
    • Hastie, T.1    Tibshirani, R.2
  • 134
    • 0000510223 scopus 로고
    • Non-parametric logistic and proportional-odds regression
    • Hastie, T. and Tibshirani, R. (1987b) Non-parametric logistic and proportional-odds regression. Appl. Statist. 36, 260-76.
    • (1987) Appl. Statist. , vol.36 , pp. 260-276
    • Hastie, T.1    Tibshirani, R.2
  • 135
    • 84972513521 scopus 로고
    • Comment on “ Monotone splines in action” by J
    • Hastie, T. and Tibshirani, R. (1988) Comment on “ Monotone splines in action” by J. Ramsay. Statist. Sci. 3, 450-6.
    • (1988) Ramsay. Statist. Sci. , vol.3 , pp. 450-456
    • Hastie, T.1    Tibshirani, R.2
  • 137
    • 0004963827 scopus 로고
    • Discussion of “Flexible parsimonious smoothing and additive modelling” by J. Friedman and B. Silverman
    • Hawkins, D. (1989) Discussion of “Flexible parsimonious smoothing and additive modelling” by J. Friedman and B. Silverman. Technometrics 3 1 3-39.
    • (1989) Technometrics , vol.3 , Issue.1 , pp. 3-39
    • Hawkins, D.1
  • 138
    • 0001558410 scopus 로고
    • Spline smoothing in a partly linear model
    • Heckman, N.E. (1986) Spline smoothing in a partly linear model. J. R. Statist. Soc. B 48, 244-8.
    • (1986) J. R. Statist. Soc. B , vol.48 , pp. 244-248
    • Heckman, N.E.1
  • 139
    • 0011414326 scopus 로고
    • Minimax estimation in a semi-parametric model
    • Heckman, N.E. (1988) Minimax estimation in a semi-parametric model. J. Am. Statist. Assoc. 83, 1090-6.
    • (1988) J. Am. Statist. Assoc. , vol.83 , pp. 1090-1096
    • Heckman, N.E.1
  • 140
    • 0025130680 scopus 로고
    • An analysis of gestational age, neonatal size and neonatal death using non-parametric logistic regression. To appear
    • Herman, A.A. and Hastie, T. (1990) An analysis of gestational age, neonatal size and neonatal death using non-parametric logistic regression. To appear, J. Clin. Epidem.
    • (1990) J. Clin. Epidem.
    • Herman, A.A.1    Hastie, T.2
  • 141
    • 0000811499 scopus 로고
    • Analysis of transformed data (With discussion)
    • Hinkley, D.V. and Runger, G. (1984) Analysis of transformed data (with discussion). J. Am. Statist. Assoc. 79, 302-8.
    • (1984) J. Am. Statist. Assoc. , vol.79 , pp. 302-308
    • Hinkley, D.V.1    Runger, G.2
  • 143
    • 0003157339 scopus 로고
    • Robust estimation of a location parameter
    • Huber, P.J. (1964) Robust estimation of a location parameter. Ann. Math. Statist. 35, 73-101.
    • (1964) Ann. Math. Statist. , vol.35 , pp. 73-101
    • Huber, P.J.1
  • 144
    • 0002943590 scopus 로고
    • Robust smoothing
    • R.C. Launer and G.N. Wilkinson Eds. Academic Press, New York
    • Huber, P.J. (1979) Robust smoothing. In Robustness in statistics^ 33-47. R.C. Launer and G.N. Wilkinson Eds. Academic Press, New York.
    • (1979) Robustness in Statistics^ 33-47
    • Huber, P.J.1
  • 146
    • 84858627784 scopus 로고
    • The determination of prothrombin time following the administration of dicumarol with specific reference to thromboplastin
    • Hum, M.W., Barker, N.W. and Magath, T.D. (1945) The determination of prothrombin time following the administration of dicumarol with specific reference to thromboplastin. J. Lab. Clin. Med. 30, 432-47.
    • (1945) J. Lab. Clin. Med. , vol.30 , pp. 432-447
    • Hum, M.W.1    Barker, N.W.2    Magath, T.D.3
  • 151
    • 0000406385 scopus 로고
    • A correspondence between Bayesian estimation on stochastic processes and smoothing by splines
    • Kimeldorf, G.S.-and Wahba, G. (1970) A correspondence between Bayesian estimation on stochastic processes and smoothing by splines. Ann. Math. Statist. 2, 495-502.
    • (1970) Ann. Math. Statist. , Issue.2 , pp. 495-502
    • Kimeldorf, G.S.1    Wahba, G.2
  • 152
    • 0015000439 scopus 로고
    • Some results on Tchebysheffian spline functions
    • Kimeldorf, G.S. and Wahba, G. (1971) Some results on Tchebysheffian spline functions. J. Math. Anal. Appl. 33, 82-95.
    • (1971) J. Math. Anal. Appl. , vol.33 , pp. 82-95
    • Kimeldorf, G.S.1    Wahba, G.2
  • 153
    • 85052769181 scopus 로고
    • Reading, Mass. Addison-Wesley, Reading, M A
    • Knuth, D.E. (1986) The TpjKbook. Reading, Mass. Addison-Wesley, Reading, M A.
    • (1986) The Tpjkbook
    • Knuth, D.E.1
  • 154
    • 84919249439 scopus 로고
    • Discussion of “ Linear smoothers and additive models.” by Buja et al
    • Kohn, R.E. and Ansley, G.F. (1989) Discussion of “ Linear smoothers and additive models.” by Buja et al. Ann. Statist. 17, 535-40.
    • (1989) Ann. Statist , vol.17 , pp. 535-540
    • Kohn, R.E.1    Ansley, G.F.2
  • 155
    • 84950452958 scopus 로고
    • Efficient bounded-influence regression estimation
    • Krasker, W.S. and Welsch, R. E. (1982) Efficient bounded-influence regression estimation. J. Am. Statist. Assoc. 77, 595-604.
    • (1982) J. Am. Statist. Assoc. , vol.77 , pp. 595-604
    • Krasker, W.S.1    Welsch, R.E.2
  • 156
    • 0000693706 scopus 로고
    • Analysis of factorial experiments by estimating monotone transformations of the data
    • Kruskal, J. (1965) Analysis of factorial experiments by estimating monotone transformations of the data. J. R. Statist. Soc. B 27, 251-63.
    • (1965) J. R. Statist. Soc. B , vol.27 , pp. 251-263
    • Kruskal, J.1
  • 158
    • 84950447902 scopus 로고
    • Graphical methods for assessing logistic regression models
    • Landwehr, J.M., Pregibon, D. and Shoemaker, A. (1984) Graphical methods for assessing logistic regression models. J. Am. Statist. Assoc. 79, 61-3.
    • (1984) J. Am. Statist. Assoc. , vol.79 , pp. 61-63
    • Landwehr, J.M.1    Pregibon, D.2    Shoemaker, A.3
  • 161
    • 34250386292 scopus 로고
    • Additive structure in qualitative data: An alternating least-squares method with optimal scoring features
    • de Leeuw, J., Young, F.W. and Takane, Y. (1976) Additive structure in qualitative data: an alternating least-squares method with optimal scoring features. Psychometrika 1976, 471-503.
    • (1976) Psychometrika , vol.1976 , pp. 471-503
    • de Leeuw, J.1    Young, F.W.2    Takane, Y.3
  • 162
    • 0142064173 scopus 로고
    • Consistency for cross-validated nearest-neighbour estimates in nonparametric regression
    • Li, K.C. (1984) Consistency for cross-validated nearest-neighbour estimates in nonparametric regression. Ann. Statist. 12, 230-40.
    • (1984) Ann. Statist. , vol.12 , pp. 230-240
    • Li, K.C.1
  • 163
    • 0001182369 scopus 로고
    • Asymptotic optimality for C l, and generalized cross-validation in ridge regression with application to spline smoothing
    • Li, K.C. (1986) Asymptotic optimality for C l, and generalized cross-validation in ridge regression with application to spline smoothing. Ann. Statist. 14, 1101-12.
    • (1986) Ann. Statist. , vol.14 , pp. 1101-1112
    • Li, K.C.1
  • 164
    • 0001017987 scopus 로고
    • Regression analysis under link violation
    • Li, K.C. and Duan, N. (1989) Regression analysis under link violation. Ann. Statist. 17, 1009-52.
    • (1989) Ann. Statist. , vol.17 , pp. 1009-1052
    • Li, K.C.1    Duan, N.2
  • 165
    • 5244282065 scopus 로고
    • Fitting response surfaces with power transformations
    • Linsey, J.K. (1972) Fitting response surfaces with power transformations. Appl. Statist. 21, 234-7.
    • (1972) Appl. Statist. , vol.21 , pp. 234-237
    • Linsey, J.K.1
  • 167
    • 0040951743 scopus 로고
    • Local properties of K-N N regression estimates
    • Mack, Y. (1981) Local properties of K-N N regression estimates. SIAMJ. Alg. Disc. Meth. 2, 311-23.
    • (1981) SIAMJ. Alg. Disc. Meth. , vol.2 , pp. 311-323
    • Mack, Y.1
  • 168
    • 84915425007 scopus 로고
    • Some Comments on Cp
    • Mallows, C.L. (1973) Some Comments on Cp. Technometrics 15, 661-7.
    • (1973) Technometrics , vol.15 , pp. 661-667
    • Mallows, C.L.1
  • 169
    • 0000599921 scopus 로고
    • Some theory of nonlinear smoothers
    • Mallows, C.L. (1980) Some theory of nonlinear smoothers. Ann. Statist. 8, 695-715.
    • (1980) Ann. Statist. , vol.8 , pp. 695-715
    • Mallows, C.L.1
  • 170
    • 0022805758 scopus 로고
    • Augmented partial residuals
    • Mallows, C.L. (1986) Augmented partial residuals. Technometrics 28, 313-20.
    • (1986) Technometrics , vol.28 , pp. 313-320
    • Mallows, C.L.1
  • 172
    • 0015764255 scopus 로고
    • The intrinsic random functions and the applications
    • Matheron, G. (1973) The intrinsic random functions and the applications. Adv. Appl. Prob. 5, 439-68.
    • (1973) Adv. Appl. Prob. , vol.5 , pp. 439-468
    • Matheron, G.1
  • 173
    • 0001306637 scopus 로고
    • Regression models for ordinal data (With discussion)
    • McCullagh, P. (1980) Regression models for ordinal data (with discussion) J. R. Statist. Soc. B 42, 109-42.
    • (1980) J. R. Statist. Soc. B , vol.42 , pp. 109-142
    • McCullagh, P.1
  • 175
    • 0004248046 scopus 로고
    • J. W iley & Sons, New York. Mo, M. (1989) Robust additive regression. Ph.D. dissertation. Dept, of Statistics, Univ, of California, Berkeley
    • Miller, R.G. (1981) Survival Analysis. J. W iley & Sons, New York. Mo, M. (1989) Robust additive regression. Ph.D. dissertation. Dept, of Statistics, Univ, of California, Berkeley.
    • (1981) Survival Analysis
    • Miller, R.G.1
  • 176
    • 0006178946 scopus 로고
    • Problems in the analysis of survey data, and a proposal
    • Morgan, J.N. and Sonquist, J.A. (1963) Problems in the analysis of survey data, and a proposal. J. Am. Statist. Assoc. 58, 415-34.
    • (1963) J. Am. Statist. Assoc. , vol.58 , pp. 415-434
    • Morgan, J.N.1    Sonquist, J.A.2
  • 178
    • 0000008148 scopus 로고
    • Empirical bandwidth choice for nonparametric regression by means of pilot estimators
    • Müller, H.G. (1985) Empirical bandwidth choice for nonparametric regression by means of pilot estimators. Statistics and decisions. 2, 193-206.
    • (1985) Statistics and Decisions , vol.2 , pp. 193-206
    • Müller, H.G.1
  • 179
    • 0001080408 scopus 로고
    • Weighted local regression and kernel methods for nonparametric curve fitting
    • Müller, H.G. (1987) Weighted local regression and kernel methods for nonparametric curve fitting. J. Am. Statist. Assoc. 82, 231-8.
    • (1987) J. Am. Statist. Assoc. , vol.82 , pp. 231-238
    • Müller, H.G.1
  • 180
    • 0000570382 scopus 로고
    • On estimating regression
    • Nadaraya, E.A. (1964) On estimating regression. Theor. Prob. Appl. 9, 141-2.
    • (1964) Theor. Prob. Appl. , vol.9 , pp. 141-142
    • Nadaraya, E.A.1
  • 183
    • 33845606053 scopus 로고
    • Bayesian “confidence” intervals for smoothing splines
    • Nychka, D. (1988) Bayesian “confidence” intervals for smoothing splines. J. Am. Statist. Assoc. 83, 1134-43.
    • (1988) J. Am. Statist. Assoc. , vol.83 , pp. 1134-1143
    • Nychka, D.1
  • 185
    • 0001995852 scopus 로고
    • Discussion of “ Some aspects of the spline smoothing approach to nonparametric regression curve fitting” by B.W. Silverman
    • O ’ Sullivan, F. (1985) Discussion of “ Some aspects of the spline smoothing approach to nonparametric regression curve fitting” by B.W. Silverman. J. R. Statist. Soc. B 36, 111-47.
    • (1985) J. R. Statist. Soc. B , vol.36 , pp. 111-147
    • O ’ Sullivan, F.1
  • 187
    • 0000716729 scopus 로고
    • Nonparametric estimation of relative risk using splines and cross-validation
    • O’Sullivan, F. (1988) Nonparametric estimation of relative risk using splines and cross-validation. S I A M J. Sei. and Statist. Comput. 9, 531-42.
    • (1988) S I a M J. Sei. and Statist. Comput. , vol.9 , pp. 531-542
    • O’Sullivan, F.1
  • 188
    • 0001781878 scopus 로고
    • Automatic smoothing of regression functions in generalized linear models
    • O’Sullivan, F., Yandell, B. and Raynor, W. (1986) Automatic smoothing of regression functions in generalized linear models. J. Am. Statist. Assoc. 81, 96-103.
    • (1986) J. Am. Statist. Assoc , vol.81 , pp. 96-103
    • O’Sullivan, F.1    Yandell, B.2    Raynor, W.3
  • 191
    • 0000336141 scopus 로고
    • Contribution to the discussion “Regression models and life tables” by D.R. Cox
    • Peto, R. (1972) Contribution to the discussion “Regression models and life tables” by D.R. Cox. J. R. Statist. Soc. B 74, 205-7.
    • (1972) J. R. Statist. Soc. B , vol.74 , pp. 205-207
    • Peto, R.1
  • 194
    • 0001872828 scopus 로고
    • Goodness of link tests for generalized linear models
    • Pregibon, D. (1980) Goodness of link tests for generalized linear models. Appl. Statist. 29, 15-24.
    • (1980) Appl. Statist. , vol.29 , pp. 15-24
    • Pregibon, D.1
  • 195
    • 0020148757 scopus 로고
    • Resistant fits for some commonly used logistic models with medical applications
    • Pregibon, D. (1982) Resistant fits for some commonly used logistic models with medical applications. Biometrics, 38, 485-98.
    • (1982) Biometrics , vol.38 , pp. 485-498
    • Pregibon, D.1
  • 196
    • 85052774126 scopus 로고
    • Discussion of “Estimating optimal transformations for multiple regression and correlation” by L
    • Pregibon, D. and Vardi, Y. (1985) Discussion of “Estimating optimal transformations for multiple regression and correlation” by L. Breiman and J. Friedman. J. Am. Statist. Assoc. 80, 580-619.
    • (1985) Breiman and J. Friedman. J. Am. Statist. Assoc. , vol.80 , pp. 580-619
    • Pregibon, D.1    Vardi, Y.2
  • 198
    • 84980274818 scopus 로고
    • Monotone splines in action (With discussion)
    • Ramsay, J. (1988) Monotone splines in action (with discussion). Statist. Sci. 3, 450-6.
    • (1988) Statist. Sci. , vol.3 , pp. 450-456
    • Ramsay, J.1
  • 200
    • 34250516079 scopus 로고
    • Smoothing by spline functions
    • Reinsch, C. (1967) Smoothing by spline functions. Numer. Math. 10, 177-83.
    • (1967) Numer. Math. , vol.10 , pp. 177-183
    • Reinsch, C.1
  • 201
    • 0000006440 scopus 로고
    • Bandwidth choice for nonparametric regression
    • Rice, J.A. (1984) Bandwidth choice for nonparametric regression. Ann. Statist. 12, 1215-30.
    • (1984) Ann. Statist. , vol.12 , pp. 1215-1230
    • Rice, J.A.1
  • 202
    • 85052771243 scopus 로고
    • Comment on “A statistical perspective of ill-posed inverse problems” by O ’ Sullivan
    • Rice, J.A. (1986) Comment on “A statistical perspective of ill-posed inverse problems” by O ’ Sullivan, F. Statist. Sci. 1, 502-27.
    • (1986) F. Statist. Sci. , vol.1 , pp. 502-527
    • Rice, J.A.1
  • 203
    • 0000419899 scopus 로고
    • Smoothing splines, regression, derivatives and convolution
    • Rice, J.A. and Rosenblatt, M. (1983) Smoothing splines, regression, derivatives and convolution. Ann. Statist. 11, 141-56.
    • (1983) Ann. Statist. , vol.11 , pp. 141-156
    • Rice, J.A.1    Rosenblatt, M.2
  • 206
    • 84950968334 scopus 로고
    • Least median of squares regression
    • Rousseeuw, P. (1984) Least median of squares regression. J. Am. Statist. Assoc. 79, 871-80.
    • (1984) J. Am. Statist. Assoc. , vol.79 , pp. 871-880
    • Rousseeuw, P.1
  • 207
    • 0001426609 scopus 로고
    • Spline functions and the problem of graduation
    • Schoenberg, I.J. (1964) Spline functions and the problem of graduation. Proc. Nat. Academy. Sci. USA. 52, 947-50.
    • (1964) Proc. Nat. Academy. Sci. USA. , vol.52 , pp. 947-950
    • Schoenberg, I.J.1
  • 208
    • 85052771372 scopus 로고
    • Rates of convergence for some estimates of a semi-parametric model
    • Shiau, J. and Wahba, G. (1988) Rates of convergence for some estimates of a semi-parametric model. Commun. Statist.-Simula. 17, 111-3.
    • (1988) Commun. Statist.-Simula. , vol.17 , pp. 111-113
    • Shiau, J.1    Wahba, G.2
  • 210
    • 0002319720 scopus 로고
    • Kernel density estimation using the fast Fourier transform
    • Silverman, B.W. (1982) Kernel density estimation using the fast Fourier transform. Appl. Statist. 31, 93-9.
    • (1982) Appl. Statist. , vol.31 , pp. 93-99
    • Silverman, B.W.1
  • 211
    • 84950454897 scopus 로고
    • A fast and efficient cross-validation method for smoothing parameter choice in spline regression
    • Silverman, B.W. (1984) A fast and efficient cross-validation method for smoothing parameter choice in spline regression. J. Am. Statist. Assoc. 79, 584-9.
    • (1984) J. Am. Statist. Assoc. , vol.79 , pp. 584-589
    • Silverman, B.W.1
  • 212
    • 0000997747 scopus 로고
    • Spline smoothing: The equivalent variable kernel method
    • Silverman, B.W. (1984a) Spline smoothing: the equivalent variable kernel method. Ann. Statist. 12, 898-916.
    • (1984) Ann. Statist. , vol.12 , pp. 898-916
    • Silverman, B.W.1
  • 213
    • 0001995852 scopus 로고
    • Some aspects of the spline smoothing approach to nonparametric regression curve fitting (With discussion)
    • Silverman, B.W. (1985) Some aspects of the spline smoothing approach to nonparametric regression curve fitting (with discussion). J. R. Statist. Soc. B 47, 1-52.
    • (1985) J. R. Statist. Soc. B , vol.47 , pp. 1-52
    • Silverman, B.W.1
  • 216
    • 0023239578 scopus 로고
    • Factors affecting and patterns of residual insulin secretion during the first year of type I (Insulin dependent) diabetes mellitus in children
    • Sockett, E. B., Daneman, D., Clarson, C. and Ehrich, R. M. (1987) Factors affecting and patterns of residual insulin secretion during the first year of type I (insulin dependent) diabetes mellitus in children. Diabet. 30, 453-9.
    • (1987) Diabet , vol.30 , pp. 453-459
    • Sockett, E.B.1    Daneman, D.2    Clarson, C.3    Ehrich, R.M.4
  • 217
    • 0000713437 scopus 로고
    • Regression analysis for partially linear models
    • Speckman, P.E. (1988) Regression analysis for partially linear models. J. R. Statist. Soc. B 50, 413-36.
    • (1988) J. R. Statist. Soc. B , vol.50 , pp. 413-436
    • Speckman, P.E.1
  • 219
    • 84929759489 scopus 로고
    • The kernel estimate of a regression function in likelihood-based models
    • Staniswalis, J. (1989) The kernel estimate of a regression function in likelihood-based models. J. Am. Statist. Assoc. 84, 276-83.
    • (1989) J. Am. Statist. Assoc. , vol.84 , pp. 276-283
    • Staniswalis, J.1
  • 220
    • 0002319317 scopus 로고
    • Asym ptotically efficient spatial interpolation with a misspecified covariance function
    • Stein. M (1988) Asym ptotically efficient spatial interpolation with a misspecified covariance function. Ann. Statist. 16, 55-63.
    • (1988) Ann. Statist. , vol.16 , pp. 55-63
    • Stein, M.1
  • 221
    • 0000388992 scopus 로고
    • Consistent nonparametric regression (With discussion)
    • Stone, C. J. (1977) Consistent nonparametric regression (with discussion). Ann. Statist. 5, 549-645.
    • (1977) Ann. Statist. , vol.5 , pp. 549-645
    • Stone, C.J.1
  • 222
    • 0000439527 scopus 로고
    • Optimal rates of convergence for nonparametric estimators
    • Stone, C. J. (1980) Optimal rates of convergence for nonparametric estimators. Ann. Statist. 8, 1348-60.
    • (1980) Ann. Statist. , vol.8 , pp. 1348-1360
    • Stone, C.J.1
  • 223
    • 0000439527 scopus 로고
    • Optimal global rates of convergence for nonparametric regression
    • Stone, C. J. (1982) Optimal global rates of convergence for nonparametric regression. Ann. Statist. 10, 1040-53.
    • (1982) Ann. Statist. , vol.10 , pp. 1040-1053
    • Stone, C.J.1
  • 224
    • 0001227575 scopus 로고
    • Additive regression and other nonparametric models
    • Stone, C.J. (1985) Additive regression and other nonparametric models. Ann. Statist. 13, 689-705.
    • (1985) Ann. Statist. , vol.13 , pp. 689-705
    • Stone, C.J.1
  • 225
    • 0001719983 scopus 로고
    • The dimensionality reduction principle for generalized additive models
    • Stone, C.J. (1986) The dimensionality reduction principle for generalized additive models. Ann. Statist. 14, 590-606.
    • (1986) Ann. Statist. , vol.14 , pp. 590-606
    • Stone, C.J.1
  • 227
    • 0000629975 scopus 로고
    • Cross-validatory choice and assessment of statistical predictions (With discussion)
    • Stone, M. (1974) Cross-validatory choice and assessment of statistical predictions (with discussion). J. R. Statist. Soc. B 36, 111-47.
    • (1974) J. R. Statist. Soc. B , vol.36 , pp. 111-147
    • Stone, M.1
  • 228
    • 0000859675 scopus 로고
    • An asymptotic equivalence of choice of model by cross-validation and Akaike’s criterion
    • Stone, M. (1977) An asymptotic equivalence of choice of model by cross-validation and Akaike’s criterion. J. R. Statist. Soc. B 39, 44-7.
    • (1977) J. R. Statist. Soc. B , vol.39 , pp. 44-47
    • Stone, M.1
  • 231
    • 0011646341 scopus 로고
    • Estimating optimal transformations for regression via additivity and variance stabilization
    • Tibshirani, R. (1988) Estimating optimal transformations for regression via additivity and variance stabilization. J. Am. Statist. Assoc. 83, 394-405.
    • (1988) J. Am. Statist. Assoc. , vol.83 , pp. 394-405
    • Tibshirani, R.1
  • 233
    • 0001105923 scopus 로고
    • Common structure of smoothing techniques in statistics
    • Titterington, D.M. (1985) Common structure of smoothing techniques in statistics. Int. Statist. Rev. 53, 141-70
    • (1985) Int. Statist. Rev. , vol.53 , pp. 141-170
    • Titterington, D.M.1
  • 235
    • 85052777769 scopus 로고
    • The use of smelting to guide re-expression
    • (eds.). Academic Press, New York
    • Tukey, J.W. (1982) The use of smelting to guide re-expression. In Modern Data Analysis. Launer and Siegel (eds.). Academic Press, New York.
    • (1982) Modern Data Analysis. Launer and Siegel
    • Tukey, J.W.1
  • 236
    • 0002260932 scopus 로고
    • Cross-validation techniques for smoothing spline functions in one or two dimensions
    • eds.) Lecture notes in Math, Springer-Verlag, New York
    • Utreras, F.D. (1979) Cross-validation techniques for smoothing spline functions in one or two dimensions. In Smoothing techniques f o r curve estimation. (Gasser and Rosenblatt, eds.) Lecture notes in Math. 757,196-232, Springer-Verlag, New York.
    • (1979) Smoothing Techniques F O R Curve Estimation. (Gasser and Rosenblatt , vol.757 , pp. 196-232
    • Utreras, F.D.1
  • 237
    • 34250254672 scopus 로고
    • Sur le choix du parameter d’ adjustement dans le lissage par fonctions spline
    • Utreras, F.D. (1980) Sur le choix du parameter d’ adjustement dans le lissage par fonctions spline. Numer. Math 34, 15-28.
    • (1980) Numer. Math , vol.34 , pp. 15-28
    • Utreras, F.D.1
  • 238
    • 0000238658 scopus 로고
    • Smoothing noisy data with spline functions
    • Wahba, G. (1975) Smoothing noisy data with spline functions. Numer. Math. 24, 383-93.
    • (1975) Numer. Math. , vol.24 , pp. 383-393
    • Wahba, G.1
  • 239
    • 0000450226 scopus 로고
    • Improper priors, spline smoothing and the problem of guarding against model errors in regression
    • Wahba, G. (1978) Improper priors, spline smoothing and the problem of guarding against model errors in regression. J. R. Statist. Soc. B 40, 364-72.
    • (1978) J. R. Statist. Soc. B , vol.40 , pp. 364-372
    • Wahba, G.1
  • 240
    • 0005173689 scopus 로고
    • Spline bases, regularization, and generalized cross-validation for solving approximation problems with large quantities of noisy data
    • Austin T X, (ed. Ward Chaney) Academic Press, New York
    • Wahba, G. (1980) Spline bases, regularization, and generalized cross-validation for solving approximation problems with large quantities of noisy data. Proceedings of the International Conference on Approximation theory in honour of George Lorenz. Jan 8-10, Austin T X, (ed. Ward Chaney) Academic Press, New York.
    • (1980) Proceedings of the International Conference on Approximation Theory in Honour of George Lorenz. Jan , pp. 8-10
    • Wahba, G.1
  • 241
    • 0000939344 scopus 로고
    • Bayesian “confidence intervals” for the cross-validated smoothing spline
    • Wahba, G. (1983) Bayesian “confidence intervals” for the cross-validated smoothing spline. J. R. Statist. Soc. B 45, 133-50.
    • (1983) J. R. Statist. Soc. B , vol.45 , pp. 133-150
    • Wahba, G.1
  • 244
    • 0002617598 scopus 로고
    • A completely automatic French curve: Fitting splines functions by cross-validation
    • Wahba, G. and Wold, S. (1975) A completely automatic French curve: fitting splines functions by cross-validation. Commun. Statist 4, 1-17.
    • (1975) Commun. Statist , vol.4 , pp. 1-17
    • Wahba, G.1    Wold, S.2
  • 245
    • 0024014204 scopus 로고
    • Influence measures in ridge regression
    • Walker, E. and Birch, J. (1988) Influence measures in ridge regression. Technometrics 30, 221-7.
    • (1988) Technometrics , vol.30 , pp. 221-227
    • Walker, E.1    Birch, J.2
  • 246
    • 0001762424 scopus 로고
    • Smooth regression analysis
    • Watson, G.S. (1964) Smooth regression analysis. Sankhya A 26, 359-72.
    • (1964) Sankhya A , vol.26 , pp. 359-372
    • Watson, G.S.1
  • 247
    • 0008337801 scopus 로고
    • Smoothing and interpolation by Kriging and with splines
    • Watson, G.S. (1984) Smoothing and interpolation by Kriging and with splines. J. Int. Assoc. Math. Geol. 16, 601-15.
    • (1984) J. Int. Assoc. Math. Geol. , vol.16 , pp. 601-615
    • Watson, G.S.1
  • 248
    • 0002373997 scopus 로고
    • The signal extraction approach to nonlinear regression and spline smoothing
    • Wecker, W.E. and Ansley, C.F. (1983) The signal extraction approach to nonlinear regression and spline smoothing. J. Am. Statist. Assoc. 78, 81-9.
    • (1983) J. Am. Statist. Assoc , vol.78 , pp. 81-89
    • Wecker, W.E.1    Ansley, C.F.2
  • 249
    • 85041973595 scopus 로고
    • Quasi-likelihood functions, generalized linear models and the Gauss-Newton method
    • Wedderburn, R.W.M. (1974) Quasi-likelihood functions, generalized linear models and the Gauss-Newton method. Biometrika 61, 439-47.
    • (1974) Biometrika , vol.61 , pp. 439-447
    • Wedderburn, R.W.M.1
  • 251
    • 0018984484 scopus 로고
    • A stochastic framework for recursive computation of spline functions: Part II, smoothing splines
    • Weinert, H.L., Byrd, R.H. and Sidhu, G.S. (1980) A stochastic framework for recursive computation of spline functions: part II, smoothing splines. J. Optim. Theor, Appl. 30, 255-68.
    • (1980) J. Optim. Theor, Appl. , vol.30 , pp. 255-268
    • Weinert, H.L.1    Byrd, R.H.2    Sidhu, G.S.3
  • 252
    • 0000320904 scopus 로고
    • Fitting Cox’ s regression model to survival data using G LIM
    • Whitehead, J. (1980) Fitting Cox’ s regression model to survival data using G LIM. Appl. Statist. 29, 268-75.
    • (1980) Appl. Statist. , vol.29 , pp. 268-275
    • Whitehead, J.1
  • 254
    • 0015727259 scopus 로고
    • Symbolic description of factorial models for analysis of variance
    • Wilkinson, G.N. and Rogers, C.E. (1973) Symbolic description of factorial models for analysis of variance. Appl. Statist. 22, 392-9.
    • (1973) Appl. Statist. , vol.22 , pp. 392-399
    • Wilkinson, G.N.1    Rogers, C.E.2
  • 256
  • 257
    • 0010378244 scopus 로고
    • On the consistency of cross-validation in kernel nonparametric regression
    • Wong, W.H. (1983) On the consistency of cross-validation in kernel nonparametric regression. Ann. Statist. 11, 1136-41.
    • (1983) Ann. Statist. , vol.11 , pp. 1136-1141
    • Wong, W.H.1
  • 259
    • 0001241991 scopus 로고
    • Regression with qualitative and quantitative variables: An alternating least-squares method with optimal scaling features
    • Young, F.W. de Leeuw, J. and Takane, Y. (1976) Regression with qualitative and quantitative variables: an alternating least-squares method with optimal scaling features. Psychometrika 505-29.
    • (1976) Psychometrika , pp. 505-529
    • Young, F.W.1    de Leeuw, J.2    Takane, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.