Sequential fixed-width confidence bands for kernel regression estimation

被引：0
作者：
Dharmasena, L. S. [1 ]
de Silva, B. M. [1 ]
Zeephongsekul, P. [1 ]
机构：
[1] RMIT Univ, Dept Math & Stat, Melbourne, Vic, Australia
来源：
IMECS 2008: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II | 2008年
关键词：
nonparametric regression; Nadaraya-Watson estimator; local linear estimator; fixed-width confidence interval; random design; purely sequential procedure; two-stage sequential procedure;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
引用
收藏
页码：432 / 436
页数：5
相关论文
共 50 条
  • [41] Local linear kernel estimation of the discontinuous regression function
    Sanchez-Borrego, I. R.
    Martinez-Miranda, M. D.
    Gonzalez-Carmona, A.
    COMPUTATIONAL STATISTICS, 2006, 21 (3-4) : 557 - 569
  • [42] Estimation of a quadratic regression functional using the sinc kernel
    Bissantz, Nicolai
    Holzmann, Hajo
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2007, 137 (03) : 712 - 719
  • [43] Methodology for nonparametric bias reduction in kernel regression estimation
    Slaoui, Yousri
    MONTE CARLO METHODS AND APPLICATIONS, 2023, 29 (01): : 55 - 77
  • [44] Spatially Adaptive Kernel Regression Using Risk Estimation
    Krishnan, Sunder Ram
    Seelamantula, Chandra Sekhar
    Chakravarti, Purvasha
    IEEE SIGNAL PROCESSING LETTERS, 2014, 21 (04) : 445 - 448
  • [45] Modal regression using kernel density estimation: A review
    Chen, Yen-Chi
    WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2018, 10 (04):
  • [46] BETTER BOOTSTRAP CONFIDENCE-INTERVALS FOR REGRESSION CURVE ESTIMATION
    HARDLE, W
    HUET, S
    JOLIVET, E
    STATISTICS, 1995, 26 (04) : 287 - 306
  • [47] Modified kernel regression estimation with functional time series data
    Ling, Nengxiang
    Wang, Chao
    Ling, Jin
    STATISTICS & PROBABILITY LETTERS, 2016, 114 : 78 - 85
  • [48] Local linear kernel estimation for discontinuous nonparametric regression functions
    Gao, JT
    Pettitt, AN
    Wolff, RCL
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1998, 27 (12) : 2871 - 2894
  • [49] Deconvoluting kernel density estimation and regression for locally differentially private data
    Farokhi, Farhad
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [50] Estimation and Bootstrap with Censored Data in Fixed Design Nonparametric Regression
    Ingrid Van Keilegom
    Noël Veraverbeke
    Annals of the Institute of Statistical Mathematics, 1997, 49 : 467 - 491
12345