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Benford’s Law as an Instrument for Fraud Detection in Surveys Using the Data of the Socio-Economic Panel (SOEP) By Jörg-Peter Schräpler, Bochum* JEL C69; C81; C83 Falsification; data quality; Benford’s Law; SOEP. Summary 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 distrib- uted, as one might expect, but adhere to a certain

Lebensstile im Lebenslauf – Eine Längsschnittanalyse des Freizeitverhaltens verschiedener Geburtskohorten im SOEP Life Styles and Life Course – A Longitudinal Analysis of the Leisure-time Behavior of Different Birth Cohorts in the German SOEP Sven Stadtmüller* Forschungszentrum Demografischer Wandel (FZDW), Fachhochschule Frankfurt a.M., Nibelungenplatz 1, 60318 Frankfurt a.M., Germany Andreas Klocke* Forschungszentrum Demografischer Wandel (FZDW), Fachhochschule Frankfurt a.M., Nibelungenplatz 1, 60318 Frankfurt a.M., Germany

+' $ {' 7& {{ {6„€' %& „ŠXŠ ' +# ³´ Arbeitszufriedenheit von Personen mit X ' q $ Y[ Q oekonomischen Panels (SOEP) Abstract In diesem Beitrag untersuchen wir Unterschiede zwischen der Arbeitszufriedenheit von Migrant/innen und Nicht-Migrant/innen. Diese werden theoretisch durch Unterschiede bei Arbeitsplatzmerkmalen und humankapitaltheoretische Ansätze abgeleitet und anhand von Daten des Sozio-oekonomischen Panels (SOEP) empirisch untersucht. In Anbetracht der unterschiedlichen Arbeitsplatzmerkmale von Migrant/innen im Vergleich zu Nicht

reconciled with lifecycle models to investigate the causal mechanisms behind socio-economic outcomes. The main goal of the German Socio-Economic Panel (SOEP) is in line with the views and visions expressed in Angus Deaton’s lecture: Established in 1984 and located at the German Institute for Economic Research (DIW Berlin), SOEP serves a global research community by providing representative longitudinal data of private households in Germany. The SOEP’s primary research interests and the original survey concept was rooted in the multidisciplinary Collaborative Research

participation or child outcomes. The K 2 ID-SOEP data sets are of particular interest to these researchers – and to all other social scientists investigating the impact of early childhood education and care across a variety of domains. The Socio-Economic-Panel Study (SOEP), as the largest and longest running multidisciplinary household panel in Germany ( Wagner et al. 2007 ), started collecting information on ECEC centre attendance since its first wave in 1984. Irregularly, the SOEP collects information on the costs for ECEC care and the provider type. To learn more about the

THE DETERMINATION OF MONOAMINE OXIDASE ACTIVITY H. SoEP Biochemische Afdeling, Research Laboratorium Dr C. Janssen, Beerse, Belgie DEFINITION OF AMINE OXIDASES According to Zeller1 •2, the oxidative deamination of amines consists in the substitution of carbonyl groups for aliphatic amino groups. The enzymes which catalyse this oxidative deamination are usually called amine oxidases or dehydrogenases. The amine oxidases are divided in two main groups: the first group consisting ofthose which attack a-methylamines (e.g. amphetamine), and the second

290 Afterword Necessary Learning Elisabeth Soep Preface In 2014, I worked with a team of teen designers and adult colleagues at Youth Radio in Oakland to produce an interactive infographic dis- playing 13 cases in which a police offi cer shot someone aft er mistaking an object that person was carrying— a pill bottle, a hairbrush, a water pistol— for a gun. We wrestled with complex questions related to the substance of our reporting: what data to cite, which cases to feature, and how to connect our project with other police shootings including that of 18

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der Daten des SOEP (Sozio-ökonomisches Panel) untersucht: 1. Welchen Einfluss üben die unterschiedlichen Eigentumsformen einer Immobilie wie Eigenheim oder Mietwohnung auf die Qualität dieser Immobile aus? 2. Welchen Einfluss hat der Mieterschutz, der sich auf das Eigentumsrecht des Vermieters auswirken kann, auf die Qualität einer Immobilie? Zu Punkt 1. haben Henderson und Ioannides (1983) theoretisch nachge- wiesen, dass die Qualität einer Mietimmobilie tendenziell schlechter als die eines Eigenheims ist. Sie haben dieses Problem Rental-Externality genannt


Youthscapes This page intentionally left blank Youthscapes The Popular, the National, the Global Edited by Sunaina Maira and Elisabeth Soep PENN University of Pennsylvania Press Philadelphia Copyright © 2005 University of Pennsylvania Press All rights reserved Printed in the United States of America on acid-free paper 10 9 8 7 6 5 4 3 2 Published by University of Pennsylvania Press Philadelphia, Pennsylvania 19104-4011 Library of Congress Cataloging-in-Publication Data Youthscapes : the popular, the national, the global I edited by Sunaina Maira