Total least squares and bootstrapping with application in calibration

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F13%3A10125097" target="_blank" >RIV/00216208:11320/13:10125097 - isvavai.cz</a>
Result on the web
<a href="http://10.1080/02331888.2012.658806" target="_blank" >http://10.1080/02331888.2012.658806</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1080/02331888.2012.658806" target="_blank" >10.1080/02331888.2012.658806</a>

Result language
angličtina
Original language name
Total least squares and bootstrapping with application in calibration
Original language description
The solution to the errors-in-variables (EIV) problem computed through total least squares (TLS) is highly nonlinear. Because of this, many statistical procedures for constructing confidence intervals and testing hypotheses cannot be applied. One possible solution to this dilemma is bootstrapping. A nonparametric bootstrap technique could fail. The proper nonparametric bootstrap procedure is provided and its correctness proved. On the other hand, a residual bootstrap is not valid and suitable in this case. The results are illustrated through a simulation study. An application of this approach to calibration data is presented.
Czech name
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Czech description
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Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BA - General mathematics
OECD FORD branch
—

Project
<a href="/en/project/GBP402%2F12%2FG097" target="_blank" >GBP402/12/G097: DYME-Dynamic Models in Economics</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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