Publikationen: Kompetenzzentrum Empirische Methoden (KEM)
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Whose Data Is It Anyway? Towards a Formal Treatment of Differential Privacy for Surveys
Bailie, James & Jörg Drechsler (2024): Whose Data Is It Anyway? Towards a Formal Treatment of Differential Privacy for Surveys. In: National Bureau of Economic Research (2024): Data Privacy Protection and the Conduct of Applied Research: Methods, Approaches and their Consequences, Spring 2024, Washington, S. 1-33.
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30 Years of Synthetic Data
Drechsler, Jörg & Anna-Carolina Haensch (2024): 30 Years of Synthetic Data. In: Statistical Science, Jg. 39, H. 2, S. 221-242. DOI:10.1214/24-STS927
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Dokumentation und Codebuch für das Hochfrequente Online Personen Panel "Leben und Erwerbstätigkeit in Zeiten von Corona" (IAB-HOPP, Welle 1–9)
Volkert, Marieke, Georg-Christoph Haas, Stefan Zins, Sophie Altschul, Lisa Bellmann, Sandra Dummert, Anna-Carolina Haensch, Sophie Hensgen, Anna Heusler, Johannes Ludsteck, Bettina Müller, Dana Müller, Christopher Osiander, Julia Schmidtke, Gesine Stephan, Annette Trahms & Heidi Wayment (2024): Dokumentation und Codebuch für das Hochfrequente Online Personen Panel "Leben und Erwerbstätigkeit in Zeiten von Corona" (IAB-HOPP, Welle 1–9). (FDZ-Datenreport 01/2024 (de)), Nürnberg, 39 S. DOI:10.5164/IAB.FDZD.2401.de.v1
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Regionale Arbeitsmarktprognosen 2024: Schwache Dynamik auf den regionalen Arbeitsmärkten hält an
Heining, Jörg, Daniel Jahn, Konstantin Körner, Anja Rossen, Christian Teichert & Antje Weyh (2024): Regionale Arbeitsmarktprognosen 2024: Schwache Dynamik auf den regionalen Arbeitsmärkten hält an. (IAB-Kurzbericht 08/2024), Nürnberg, 8 S. DOI:10.48720/IAB.KB.2408
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Evaluation des Teilhabechancengesetzes - Abschlussbericht
Achatz, Juliane, Frank Bauer, Jenny Bennett, Nadja Bömmel, Mustafa Coban, Martin Dietz, Kathrin Englert, Philipp Fuchs, Jan F. C. Gellermann, Claudia Globisch, Sebastian Hülle, Zein Kasrin, Peter Kupka, Anton Nivorozhkin, Christopher Osiander, Laura Pohlan, Markus Promberger, Miriam Raab, Philipp Ramos Lobato, Brigitte Schels, Maximilian Schiele, Mark Trappmann, Stefan Tübbicke, Claudia Wenzig, Joachim Wolff, Stefan Zins & Cordula Zabel (2024): Evaluation des Teilhabechancengesetzes - Abschlussbericht. (IAB-Forschungsbericht 04/2024), Nürnberg, 331 S. DOI:10.48720/IAB.FB.2404
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A data-driven approach to understanding non-response and restoring sample representativeness in the UK Next Steps cohort
Silverwood, Richard J., Lisa Calderwood, Morag Henderson, Joseph W. Sakshaug & George B. Ploubidis (2024): A data-driven approach to understanding non-response and restoring sample representativeness in the UK Next Steps cohort. In: Longitudinal and life course studies, Jg. 15, H. 2, S. 227-250. DOI:10.1332/17579597y2024d000000010
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The Role of Hyperparameters in Machine Learning Models and How to Tune them
Arnold, Christian, Luka Biedebach, Andreas Küpfer & Marcel Neunhoeffer (2024): The Role of Hyperparameters in Machine Learning Models and How to Tune them. In: Political Science Research and Methods, Jg. 12, H. 4, S. 841-848. DOI:10.1017/psrm.2023.61
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Data quality control in the 6th wave of the IAB-BAMF-SOEP Survey of Refugees, samples M3-M6
Schwanhäuser, Silvia & Lukas Olbrich (2024): Data quality control in the 6th wave of the IAB-BAMF-SOEP Survey of Refugees, samples M3-M6. (SOEP Survey Papers. Series C 1334), Berlin, 7 S.
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Das Reidentifikationspotenzial von strukturierten Gesundheitsdaten
Drechsler, Jörg & Hannah Pauly (2024): Das Reidentifikationspotenzial von strukturierten Gesundheitsdaten. In: Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz, Jg. 67, S. 164-170. DOI:10.1007/s00103-023-03820-2
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Assessing and Improving Data Quality in Linked Panel Surveys - With a Focus on Panel and Linkage Consent (Bias)
Hülle, Sebastian (2024): Assessing and Improving Data Quality in Linked Panel Surveys - With a Focus on Panel and Linkage Consent (Bias). Bielefeld, 197 S. DOI:10.4119/unibi/2992206
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Panel Lebensqualität und Teilhabe - Feld- und Methodenbericht der Welle 2
Hülle, Sebastian, Nadja Bömmel, Mustafa Coban, Emma Fössing, Martin Friedrich, Zbignev Gricevic, Zein Kasrin, Rita Kleinemeier, Andreas Meß, Maximilian Schiele, Mark Trappmann, Ute Wagemann, Claudia Wenzig, Joachim Wolff, Cordula Zabel & Stefan Zins (2023): Panel Lebensqualität und Teilhabe - Feld- und Methodenbericht der Welle 2. (IAB-Forschungsbericht 20/2023), Nürnberg, 97 S. DOI:10.48720/IAB.FB.2320
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Bayesian Integration of Probability and Nonprobability Samples for Logistic Regression
Salvatore, Camilla, Silvia Biffignandi, Joseph Sakshaug, Arkadiusz Wiśniowski & Bella Struminskaya (2024): Bayesian Integration of Probability and Nonprobability Samples for Logistic Regression. In: Journal of survey statistics and methodology, Jg. 12, H. 2, S. 458-492. DOI:10.1093/jssam/smad041
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An overview of data protection strategies for individual-level geocoded data
Steffen, Maike, Konstantin Körner & Jörg Drechsler (2023): An overview of data protection strategies for individual-level geocoded data. In: United Nations Economic Commission for Europe (Hrsg.) (2023): UNECE Expert meeting on Statistical Data Confidentiality 2023, S. 1-13.
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Putting knowledge and technology to work: A look at EU innovation output
Bello, Michela, Giulio Caperna, Giacomo Damioli, Oscar Smallenbroek & Maike Steffen (2023): Putting knowledge and technology to work: A look at EU innovation output. (JRC science for policy brief), Luxemburg: Publications Office of the European Union, 4 S.
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Interviewer Effects on the Measurement of Physical Performance in a Cross-National Biosocial Survey
Waldmann, Sophia, Joseph Sakshaug & Alexandru Cernat (2024): Interviewer Effects on the Measurement of Physical Performance in a Cross-National Biosocial Survey. In: Journal of survey statistics and methodology, Jg. 12, H. 4, S. 961-986. DOI:10.1093/jssam/smad031
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The IAB-SMART-Mobility Module: An Innovative Research Dataset with Mobility Indicators Based on Raw Geodata
Zimmermann, Florian, Andreas Filser, Georg-Christoph Haas & Sebastian Bähr (2024): The IAB-SMART-Mobility Module: An Innovative Research Dataset with Mobility Indicators Based on Raw Geodata. In: Jahrbücher für Nationalökonomie und Statistik, Jg. 244, H. 5-6, S. 685-698. DOI:10.1515/jbnst-2023-0051
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FDI and onshore task composition: evidence from German firms with affiliates in the Czech Republic
Körner, Konstantin & Mathilde Le Moigne (2023): FDI and onshore task composition: evidence from German firms with affiliates in the Czech Republic. In: Journal for labour market research, Jg. 57. DOI:10.1186/s12651-023-00346-7
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How to improve the substantive interpretation of regression results when the dependent variable is logged
Rittmann, Oliver, Marcel Neunhoeffer & Thomas Gschwend (2025): How to improve the substantive interpretation of regression results when the dependent variable is logged. In: Political Science Research and Methods, Jg. 13, H. 1, S. 203-211. DOI:10.1017/psrm.2023.29
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Nonresponse trends in establishment panel surveys: findings from the 2001–2017 IAB establishment panel
König, Corinna & Joseph Sakshaug (2023): Nonresponse trends in establishment panel surveys: findings from the 2001–2017 IAB establishment panel. In: Journal for labour market research, Jg. 57. DOI:10.1186/s12651-023-00349-4
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Imputation der rechtszensierten Tagesentgelte für die BeH
Drechsler, Jörg, Johannes Ludsteck & Andreas Moczall (2023): Imputation der rechtszensierten Tagesentgelte für die BeH. (FDZ-Methodenreport 05/2023 (de)), Nürnberg, 25 S. DOI:10.5164/IAB.FDZM.2305.de.v1