CONSTRAINED SMOOTHING OF HISTOGRAMS BY QUADRATIC SPLINES

被引:6
|
作者
SCHMIDT, JW
机构
[1] Institut für Numerische Mathematik, Technische Universität Dresden, Dresden, D-O-8027
关键词
FUNCTIONALS-K2 AND FUNCTIONALS-K-INFINITY; CONSTRAINTS LIKE CONVEXITY OR MONOTONICITY; LINEAR PROGRAMS; PARTIALLY SEPARABLE PROGRAMS AND DUALIZATION; FENCHEL CONJUGATES;
D O I
10.1007/BF02241708
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
For smoothing histograms under constraints like convexity or monotonicity, in this paper the functionals K2 and K infinity are proposed which can be considered as extensions of the Schoenberg functional known from data smoothing. When using quadratic splines we are led to structured finite dimensional programming problems. Occuring partially separable convex programs can be solved effectively via dualization.
引用
收藏
页码:97 / 107
页数:11
相关论文
共 50 条
  • [41] On the Characterization of Quadratic Splines
    B. T. Chen
    K. Madsen
    S. Zhang
    [J]. Journal of Optimization Theory and Applications, 2005, 124 : 93 - 111
  • [42] Variance Reduction in Smoothing Splines
    Paige, Robert L.
    Sun, Shan
    Wang, Keyi
    [J]. SCANDINAVIAN JOURNAL OF STATISTICS, 2009, 36 (01) : 112 - 126
  • [43] ON ALGORITHMS FOR GENERALIZED SMOOTHING SPLINES
    OSBORNE, MR
    PRVAN, T
    [J]. JOURNAL OF THE AUSTRALIAN MATHEMATICAL SOCIETY SERIES B-APPLIED MATHEMATICS, 1988, 29 : 322 - 341
  • [44] EXPONENTIAL QUADRATIC SPLINES
    SAKAI, M
    USMANI, RA
    [J]. PROCEEDINGS OF THE JAPAN ACADEMY SERIES A-MATHEMATICAL SCIENCES, 1984, 60 (01) : 26 - 29
  • [45] INTERPOLATION BY QUADRATIC SPLINES
    DEMKO, S
    [J]. JOURNAL OF APPROXIMATION THEORY, 1978, 23 (04) : 392 - 400
  • [46] Bivariate quantile smoothing splines
    He, XM
    Ng, P
    Portnoy, S
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1998, 60 : 537 - 550
  • [47] Smoothing splines with boundary correction
    Huang, CF
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2006, 35 (06) : 1101 - 1107
  • [48] LIMITS OF PERIODIC SMOOTHING SPLINES
    RAGOZIN, DL
    [J]. PROCEEDINGS OF THE KONINKLIJKE NEDERLANDSE AKADEMIE VAN WETENSCHAPPEN SERIES A-MATHEMATICAL SCIENCES, 1984, 87 (01): : 37 - 46
  • [49] Optimal design for smoothing splines
    Holger Dette
    Viatcheslav B. Melas
    Andrey Pepelyshev
    [J]. Annals of the Institute of Statistical Mathematics, 2011, 63 : 981 - 1003
  • [50] COMPUTING THE ERROR FOR SMOOTHING SPLINES
    VANDERLINDE, A
    [J]. COMPUTATIONAL STATISTICS, 1995, 10 (02) : 143 - 154