Admissible nonparametric estimates of probability density and its derivatives

被引:0
|
作者
Alekseev, V.G.
机构
来源
Problemy Peredachi Informatsii | 1994年 / 30卷 / 02期
关键词
Correlation theory - Fourier transforms - Function evaluation - Information theory - Statistical methods - Statistical tests;
D O I
暂无
中图分类号
学科分类号
摘要
Nonparametric (estimates of Rozenblatt-Parzen type) of unknown probability density are considered. Special attention is paid to estimates with using admissible weight functions which are presented as examples. Estimates of derivatives of the probability density functions are considered too.
引用
收藏
页码:36 / 41
相关论文
共 50 条
  • [41] Minimum expected risk probability estimates for nonparametric neighborhood classifiers
    Gtipta, Maya
    Cazzanti, Luca
    Srivastava, Santosh
    2005 IEEE/SP 13th Workshop on Statistical Signal Processing (SSP), Vols 1 and 2, 2005, : 586 - 590
  • [42] PROBABILITY OF OCCURRENCE AND ITS ESTIMATES
    WUNSCH, G
    MASUYSTROOBANT, G
    POPULATION, 1976, 31 (06): : 1298 - 1305
  • [43] Nonparametric Estimation of the Quadratic Functional of a Multimodal Probability Density
    A. V. Lapko
    V. A. Lapko
    Measurement Techniques, 2019, 62 : 769 - 775
  • [44] MATLAB tool for probability density assessment and nonparametric estimation
    Farmer, Jenny
    Jacobs, Donald J.
    SOFTWAREX, 2022, 18
  • [45] Nonparametric Estimation of the Quadratic Functional of a Multimodal Probability Density
    Lapko, A. V.
    Lapko, V. A.
    MEASUREMENT TECHNIQUES, 2019, 62 (09) : 769 - 775
  • [46] Soft clustering for nonparametric probability density function estimation
    Lopez-Rubio, Ezequiel
    Ortiz-de-Lazcano-Lobato, Juan Miguel
    Lopez-Rodriguez, Domingo
    Vargas-Gonzalez, Maria del Carmen
    ARTIFICIAL NEURAL NETWORKS - ICANN 2007, PT 1, PROCEEDINGS, 2007, 4668 : 707 - +
  • [47] A FAST ALGORITHM FOR NONPARAMETRIC PROBABILITY DENSITY-ESTIMATION
    POSTAIRE, JG
    VASSEUR, C
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1982, 4 (06) : 663 - 666
  • [48] Nonparametric Location Estimation for Probability Density Function Learning
    Lopez-Rubio, Ezequiel
    Miguel Ortiz-de-Lazcano-Lobato, Juan
    Carmen Vargas-Gonzalez, Maria
    BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1, 2009, 5517 : 106 - 113
  • [49] Nonparametric Probability Density Estimation via Interpolation Filtering
    Carbone, Paolo
    Petri, Dario
    Barbe, Kurt
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2017, 66 (04) : 681 - 690