Introduction to Total Least Trimmed Squares Estimation

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21340%2F11%3A00192352" target="_blank" >RIV/68407700:21340/11:00192352 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Introduction to Total Least Trimmed Squares Estimation

Original language description

n this paper we introduce the robustified version of total least squares, called total least trimmed squares. This method is the proper estimation in error-in-variables model, if outliers in datasets occur. We give different formulations of the estimator, obtain its breakdown point and show some properties. We summarize main information and recent developments in algorithms and computation. Small computational experiments on sets of benchmark instances show that the proposed algorithms performs well andgives reasonable estimation in sufferable computational time.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

BA - General mathematics

OECD FORD branch

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Project

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Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2011

Confidentiality

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

Article name in the collection

Doktorandské dny 2011

ISBN

978-80-01-04907-5

ISSN

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e-ISSN

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Number of pages

9

Pages from-to

33-41

Publisher name

Česká technika - nakladatelství ČVUT

Place of publication

Praha

Event location

Praha

Event date

Nov 11, 2011

Type of event by nationality

CST - Celostátní akce

UT code for WoS article

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