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Borders Scanning Algorithm to Solving Total Least Trimmed Squares Estimation

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21340%2F12%3A00199818" target="_blank" >RIV/68407700:21340/12:00199818 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Borders Scanning Algorithm to Solving Total Least Trimmed Squares Estimation

  • Original language description

    The Total Least Squares is one of the most widely use method for data analysis, where both dependent and independent variables are observed with random errors. If data set contains outliers, the robustified version of TLS such as mixed Least Trimmed Squares - Total Least Trimmed Squares method is used. The disadvantage of this method is absence of exact algorithm that can find solution of the estimation in real time for data sets with large number of observations. In this paper we introduced the BSA algorithm for LTS-TLTS and compare it with BAB algorithm. It is the first introduction to this method for such a problem and only first results from simulation study are shown.

  • Czech name

  • Czech description

Classification

  • Type

    O - Miscellaneous

  • 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