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This paper focuses on fraud detection in surveys using Socio-Economic Panel (SOEP) data as an example for testing newly methods proposed here. A statistical theorem referred to as Benford's Law states that in many sets of numerical data, the significant digits are not uniformly distributed, as...
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This paper presents two new tools for the identification of faking interviewers in surveys. One method is based on Benford?s Law, and the other exploits the empirical observation that fakers most often produce answers with less variability than could be expected from the whole survey. We focus...
Persistent link: https://www.econbiz.de/10010277054
This paper focuses on fraud detection in surveys using Socio-Economic Panel (SOEP) data as an example for testing newly methods proposed here. A statistical theorem referred to as Benford's Law states that in many sets of numerical data, the significant digits are not uniformly distributed, as...
Persistent link: https://www.econbiz.de/10008824472
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Das Vertrauen in die Aussagekraft der Abschlussprüfungen wurde in den letzten Jahren durch eine Vielzahl von Bilanzskandalen erschüttert. Um Fälschungen und Missbrauch leichter und effizienter bekämpfen zu können und den technischen Entwicklungen Rechnung zu tragen, wird bereits seit...
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To the best of our knowledge, most of the few methodological studies which analyze the impact of faked interviews on survey results are based on "artificial fakes" generated by project students in a "laboratory environment". In contrast, panel data provide a unique opportunity to identify data...
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