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This paper demonstrates spatial evaluation methods on data from the German Socio-Economic Panel (SOEP) study using geo-coordinates and spatially relevant indicators from remote sensing data. By geocoding the addresses of private households (while not identifying them by name and while...
Persistent link: https://www.econbiz.de/10011600910
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/10011600916
This paper demonstrates the spatial evaluation of survey data from the German Socio-Economic Panel (SOEP) study using geo-coordinates and spatially relevant indicators from remote sensing data. By geocoding the addresses of survey households with block-level geographic precision (while...
Persistent link: https://www.econbiz.de/10011600925
This study examines the phenomenon of nonresponse in the first wave of a refresher sample (subsample H) of the German Socio-Economic Panel Study (SOEP). Our first step is to link additional (commercial) microgeographic data on the immediate neighborhoods of the households visited by...
Persistent link: https://www.econbiz.de/10011600930
In der Wissenschaft wird zu Recht viel von den Daten der Volkszählung 2010/2011, dem ersten Zensus seit der deutschen Wiedervereinigung, erwartet. Während die Volkszählung in den 80er Jahren in Westdeutschland noch hoch kontrovers war, gab es bislang kaum Streit um die jetzt anstehende...
Persistent link: https://www.econbiz.de/10011602120
Surveys are a widely used tool to answer socio-economic research question across disciplines. However, data collection can face certain problems such as nonresponding units. For household and population surveys, a large body of literature about the effects of nonresponse exist but only less is...
Persistent link: https://www.econbiz.de/10011698342
Paneldaten haben gegenüber Querschnittsdaten zahlreiche Vorteile. Amtliche Daten sind zudem eine wichtige Quelle für die Sozial- und Wirtschaftswissenschaften. Viele amtliche Datenerhebungen sind als Panel konzipiert und durchgeführt oder können zu Panels zusammengefügt werden. Diese Arbeit...
Persistent link: https://www.econbiz.de/10010285408
Panel data have numerous advantages to cross sectional data. Data from official statistical offices (and other public authorities) are a valuable data source for the social and economic sciences. Many of these data originally are panel data (or can be combined to form panel data). This article...
Persistent link: https://www.econbiz.de/10003931932
The basic concept of multiple imputation is straightforward and easy to understand, but the application to real data imposes many implementation problems. To define useful imputation models for a dataset that consists of categorical and of continuous variables with distributions that are...
Persistent link: https://www.econbiz.de/10003948396
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