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Iterative bandwidth method for kernel regression

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14310%2F12%3A00062860" target="_blank" >RIV/00216224:14310/12:00062860 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Iterative bandwidth method for kernel regression

  • Original language description

    The aim of the contribution is to extend the idea of an iterative method known for a kernel density estimate to kernel regression. The method is based on a~suitable estimate of the mean integrated square error. This approach leads to an iterative quadratically convergent process. We conduct a~simulation study comparing the proposed method with the well-known cross-validation method. Results are implemented in Matlab.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

  • CEP classification

    BA - General mathematics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2012

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Name of the periodical

    Journal of Statistics: Advances in Theory and Applications

  • ISSN

    0975-1262

  • e-ISSN

  • Volume of the periodical

    8

  • Issue of the periodical within the volume

    2

  • Country of publishing house

    IN - INDIA

  • Number of pages

    13

  • Pages from-to

    91-103

  • UT code for WoS article

  • EID of the result in the Scopus database