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https://doi.org/10.18148/srm/2011.v5i2.4624
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Estimating underreporting of consumer expenditures using Markov latent class analysis
Die Schätzung der ungenügenden Berichterstattung der Konsumausgaben mit Hilfe der latenten Klassenanalyse von Markov
[Zeitschriftenartikel]
Abstract "This paper examines reporting in specific consumer item categories (or commodities) and estimates expenditure underreporting due to survey respondents who erroneously report no expenditure in a category. The author's approach for estimating underreporting errors is a two-step process. In the first ... mehr
"This paper examines reporting in specific consumer item categories (or commodities) and estimates expenditure underreporting due to survey respondents who erroneously report no expenditure in a category. The author's approach for estimating underreporting errors is a two-step process. In the first step, a Markov latent class analysis is performed to estimate the proportion of consumers in various subpopulations who fail to report their actual expenditure in a particular commodity. Once this proportion is estimated, the dollar value of the missing expenditure is estimated using the mean expenditure of those in that subpopulation that did report an expenditure. Finally, the estimates are evaluated and discussed in light of external data on expenditure underreporting." (author's abstract)... weniger
Thesaurusschlagwörter
Daten; Datengewinnung; Datenorganisation; Datenerfassung; Datenqualität; Methode; Methodenforschung; Erhebungsmethode; Fehler; Konsum; Konsumverhalten
Klassifikation
Erhebungstechniken und Analysetechniken der Sozialwissenschaften
Sprache Dokument
Englisch
Publikationsjahr
2011
Seitenangabe
S. 39-51
Zeitschriftentitel
Survey Research Methods, 5 (2011) 2
ISSN
1864-3361
Status
Veröffentlichungsversion; begutachtet (peer reviewed)
Lizenz
Deposit Licence - Keine Weiterverbreitung, keine Bearbeitung