WFRF:(Angelov Angel G.)
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- Angelov, Angel G.Umeå universitet,Statistik (author)
Maximum likelihood estimation for survey data with informative interval censoring
- Article/chapterEnglish2019
Publisher, publication year, extent ...
- 2018-07-17
- Springer,2019
- electronicrdacarrier
Numbers
- LIBRIS-ID:oai:DiVA.org:umu-148254
- https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-148254URI
- https://doi.org/10.1007/s10182-018-00329-xDOI
Supplementary language notes
- Language:English
- Summary in:English
Part of subdatabase
- SwePubSwePub
Classification
Notes
- Interval-censored data may arise in questionnaire surveys when, instead of being asked to provide an exact value, respondents are free to answer with any interval without having pre-specified ranges. In this context, the assumption of noninformative censoring is violated, and thus, the standard methods for interval-censored data are not appropriate. This paper explores two schemes for data collection and deals with the problem of estimation of the underlying distribution function, assuming that it belongs to a parametric family. The consistency and asymptotic normality of a proposed maximum likelihood estimator are proven. A bootstrap procedure that can be used for constructing confidence intervals is considered, and its asymptotic validity is shown. A simulation study investigates the performance of the suggested methods.
Subject headings and genre
- NATURVETENSKAP Matematik Sannolikhetsteori och statistik hsv//swe
- NATURAL SCIENCES Mathematics Probability Theory and Statistics hsv//eng
- Informative interval censoring
- Maximum likelihood
- Parametric estimation
- Questionnaire surveys
- Self-selected intervals
Added entries (persons, corporate bodies, meetings, titles ...)
- Ekström, Magnus,1966-Umeå universitet,Statistik(Swepub:umu)maek0021 (author)
- Umeå universitetStatistik (creator_code:org_t)
Related titles
- In:AStA Advances in Statistical Analysis: Springer103:2, s. 217-2361863-81711863-818X
Internet link
- https://doi.org/10.1007/s10182-018-00329-xFulltext
- https://umu.diva-portal.org/smash/get/diva2:1234053/FULLTEXT02.pdffulltext:print
- https://link.springer.com/content/pdf/10.1007/s10182-018-00329-x.pdf
- https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-148254
- https://doi.org/10.1007/s10182-018-00329-x
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