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Quantile regression...
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Angelov, Angel G.Umeå universitet,Statistik,Department of Probability, Operations Research and Statistics, Faculty of Mathematics and Informatics, Sofia University St. Kliment Ohridski, Sofia, Bulgaria
(författare)
Quantile regression with interval-censored data in questionnaire-based studies
- Artikel/kapitelEngelska2024
Förlag, utgivningsår, omfång ...
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2022-12-08
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Springer Berlin/Heidelberg,2024
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electronicrdacarrier
Nummerbeteckningar
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LIBRIS-ID:oai:DiVA.org:umu-203125
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https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-203125URI
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https://doi.org/10.1007/s00180-022-01308-2DOI
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https://res.slu.se/id/publ/120738URI
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Språk:engelska
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Sammanfattning på:engelska
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Ämneskategori:ref swepub-contenttype
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Ämneskategori:art swepub-publicationtype
Anmärkningar
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Interval-censored data can arise in questionnaire-based studies when the respondent gives an answer in the form of an interval without having pre-specified ranges. Such data are called self-selected interval data. In this case, the assumption of independent censoring is not fulfilled, and therefore the ordinary methods for interval-censored data are not suitable. This paper explores a quantile regression model for self-selected interval data and suggests an estimator based on estimating equations. The consistency of the estimator is shown. Bootstrap procedures for constructing confidence intervals are considered. A simulation study indicates satisfactory performance of the proposed methods. An application to data concerning price estimates is presented.
Ämnesord och genrebeteckningar
Biuppslag (personer, institutioner, konferenser, titlar ...)
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Ekström, Magnus,1966-Swedish University of Agricultural Sciences,Sveriges lantbruksuniversitet,Umeå universitet,Statistik,Department of Forest Resource Management, Swedish University of Agricultural Sciences, Umeå, Sweden,Institutionen för skoglig resurshushållning,Umeå University(Swepub:slu)49173
(författare)
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Puzon, KlarizzeUnited Nations University World Institute for Development Economics Research, Helsinki, Finland
(författare)
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Arcenas, AgustinSchool of Economics, University of the Philippines, Diliman, Quezon City, Philippines
(författare)
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Kriström, BengtSwedish University of Agricultural Sciences,Sveriges lantbruksuniversitet,Institutionen för skogsekonomi,Department of Forest Economics(Swepub:slu)47411
(författare)
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Umeå universitetStatistik
(creator_code:org_t)
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Sveriges lantbruksuniversitet
Sammanhörande titlar
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Ingår i:Computational statistics (Zeitschrift): Springer Berlin/Heidelberg39:2, s. 583-6030943-40621613-9658
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