메뉴 건너뛰기




Volumn 81, Issue 2, 2011, Pages 179-191

SALSA - a spatially adaptive local smoothing algorithm

Author keywords

Exchange algorithm; Knot location; Nonlinear integer program; Regression spline

Indexed keywords


EID: 78650262267     PISSN: 00949655     EISSN: 15635163     Source Type: Journal    
DOI: 10.1080/00949650903229041     Document Type: Article
Times cited : (20)

References (26)
  • 3
    • 84972488102 scopus 로고
    • Generalized Additive Models
    • T. Hastie and R. Tibshirani, Generalized Additive Models, Statist. Sci. 1 (1986), pp. 297-310.
    • (1986) Statist. Sci. , vol.1 , pp. 297-310
    • Hastie, T.1    Tibshirani, R.2
  • 5
    • 0016030726 scopus 로고
    • Spline functions in data analysis
    • S.Wold, Spline functions in data analysis, Technometrics 16 (1974), pp. 1-11.
    • (1974) Technometrics , vol.16 , pp. 1-11
    • Wold, S.1
  • 6
    • 25444532788 scopus 로고    scopus 로고
    • Flexible smoothing with B-splines and penalties
    • P.H.C. Eilers and B.D. Marx, Flexible smoothing with B-splines and penalties, Statist. Sci. 11 (1996), pp. 89-121.
    • (1996) Statist. Sci. , vol.11 , pp. 89-121
    • Eilers, P.H.C.1    Marx, B.D.2
  • 7
    • 0034364945 scopus 로고    scopus 로고
    • Modelling and smoothing parameter estimation with multiple quadratic penalties
    • S.Wood, Modelling and smoothing parameter estimation with multiple quadratic penalties, J. R. Statist. Soc. B 62 (2000), pp. 413-428.
    • (2000) J. R. Statist. Soc. B , vol.62 , pp. 413-428
    • Wood, S.1
  • 8
    • 0036921633 scopus 로고    scopus 로고
    • Selecting the number of knots for penalized splines
    • D. Ruppert, Selecting the number of knots for penalized splines, J. Comput. Graph. Statist. 11 (2002), pp. 735-757.
    • (2002) J. Comput. Graph. Statist. , vol.11 , pp. 735-757
    • Ruppert, D.1
  • 9
    • 0034400642 scopus 로고    scopus 로고
    • Spatially adaptive penalties For spline fitting
    • D. Ruppert and R.J. Carroll, Spatially adaptive penalties For spline fitting, Austral. NewZealand J. Statist. 42 (2000), pp. 205-223.
    • (2000) Austral. NewZealand J. Statist. , vol.42 , pp. 205-223
    • Ruppert, D.1    Carroll, R.J.2
  • 14
    • 0024607448 scopus 로고
    • Flexible parsimonious smoothing and additive modeling
    • J.H. Friedman and B.W. Silverman, Flexible parsimonious smoothing and additive modeling, Technometrics 31 (1989), pp. 3-29.
    • (1989) Technometrics , vol.31 , pp. 3-29
    • Friedman, J.H.1    Silverman, B.W.2
  • 15
    • 0002432565 scopus 로고
    • Multivariate adaptive regression splines
    • J.H. Friedman, Multivariate adaptive regression splines, Ann. Statist. 19 (1991), pp. 1-67.
    • (1991) Ann. Statist. , vol.19 , pp. 1-67
    • Friedman, J.H.1
  • 16
    • 1842665179 scopus 로고    scopus 로고
    • Spatially adaptive regression splines and accurate knot selection schemes
    • S. Zhou and X. Shen, Spatially adaptive regression splines and accurate knot selection schemes, J. Amer. Statist. Soc. 96 (2001), pp. 247-259.
    • (2001) J. Amer. Statist. Soc. , vol.96 , pp. 247-259
    • Zhou, S.1    Shen, X.2
  • 17
    • 0010045457 scopus 로고    scopus 로고
    • Bayesian curve-fitting with free-knot splines
    • I. DiMatteo, C.R. Genovese, and R.E. Kass, Bayesian curve-fitting with free-knot splines, Biometrika 88 (2001), pp. 1055-1071.
    • (2001) Biometrika , vol.88 , pp. 1055-1071
    • DiMatteo, I.1    Genovese, C.R.2    Kass, R.E.3
  • 18
    • 21644455755 scopus 로고    scopus 로고
    • Hierachical models for assessing variability among functions
    • S. Behseta, R.E. Kass, and G.L.Wallstrom, Hierachical models for assessing variability among functions, Biometrika 92 (2005), pp. 419-434.
    • (2005) Biometrika , vol.92 , pp. 419-434
    • Behseta, S.1    Kass, R.E.2    Wallstrom, G.L.3
  • 19
    • 21544442413 scopus 로고    scopus 로고
    • Testing equality of two functions using BARS
    • S. Behseta and R.E. Kass, Testing equality of two functions using BARS, Statist. Med. 24 (2005), pp. 3523-3534.
    • (2005) Statist. Med. , vol.24 , pp. 3523-3534
    • Behseta, S.1    Kass, R.E.2
  • 20
    • 21844444549 scopus 로고    scopus 로고
    • Spline-based non-parametric regression for periodic functions and its application to directional tuning of neurons
    • C.G. Kaufman, V. Venture, and R.E. Kass, Spline-based non-parametric regression for periodic functions and its application to directional tuning of neurons, Statist. Med. 24 (2005), pp. 2255-2265.
    • (2005) Statist. Med. , vol.24 , pp. 2255-2265
    • Kaufman, C.G.1    Venture, V.2    Kass, R.E.3
  • 23
    • 0041958932 scopus 로고
    • Ideal Spatial Adaptation byWavelet Shrinkage
    • D.L. Donoho and I.M. Johnstone, Ideal Spatial Adaptation byWavelet Shrinkage, Biometrika 81 (1994), pp. 425-455.
    • (1994) Biometrika , vol.81 , pp. 425-455
    • Donoho, D.L.1    Johnstone, I.M.2
  • 26
    • 33644977319 scopus 로고    scopus 로고
    • Spatially adaptive smoothing splines
    • A. Pintore, P. Speckman, and C. Holmes, Spatially adaptive smoothing splines, Biometrika 93 (2006), pp. 113-125.
    • (2006) Biometrika , vol.93 , pp. 113-125
    • Pintore, A.1    Speckman, P.2    Holmes, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.