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Dr. Ariane Würbach

Research Data Center, Methods Development | Statistical Survey Methods

Vita

Publications

2022

Aßmann, C., Landrock, U., & Würbach, A. (2022). Ein Blick aus vielen Perspektiven: Was längsschnittliche Studien wie das Nationale Bildungspanel (NEPS) bei der Analyse von Übergängen leisten. SchulVerwaltung spezial, (5), 202 - 205.

2021

Würbach, A., Landrock, U., Schnapp, T., Ziesmer, J., & Bergrab, M. (2021). NEPS Technical Report for weighting – the additional Corona survey of the National Educational Panel Study. NEPS Survey Paper 89. Leibniz Institute for Educational Trajectories, National Educational Panel Study. https://doi.org/10.5157/NEPS:SP89:1.0

2020

Maaz, K., Artelt, C., Buchholz, S., Roßbach, H.-G., Mudiappa, M., Bayer, M., Bela, D., Gnambs, T., Koberg, T., Kutscher, T., Lockl, K., Würbach, A., & Zielonka, M. (2020). Bildung in Deutschland 2020: Ein indikatorengestützter Bericht mit einer Analyse zu Bildung in einer digitalisierten Welt. 8. wbv Media. https://doi.org/10.3278/6001820gw

Zinn, S., Würbach, A., Steinhauer, H. W., & Hammon, A. (2020). Attrition and selectivity of the NEPS Starting Cohorts: An overview of the past 8 years. AStA Wirtschafts- und Sozialstatistisches Archiv, 14(2), 163-206. https://doi.org/10.1007/s11943-020-00268-7

2018

Zinn, S., Würbach, A., Steinhauer, H. W., & Hammon, A. (2018). Attrition and selectivity of the NEPS Starting Cohorts: An overview of the past 8 years. NEPS Survey Paper 34. Leibniz Institute for Educational Trajectories, National Educational Panel Study. https://doi.org/10.5157/NEPS:SP34:1.0

Zinn, S., Würbach, A., Steinhauer, H. W., & Kiesl, H. (2018). The composite grade 4 weight of the kindergarten cohort of the National Educational Panel Study. NEPS Survey Paper 44. Leibniz Institute for Educational Trajectories, National Educational Panel Study. https://doi.org/10.5157/NEPS:SP44:1.0

2017

Aßmann, C., Würbach, A., Goßmann, S., Geißler, F., & Bela, A. (2017). Nonparametric multiple imputation for questionnaires with individual skip patterns and constraints: The case of income imputation in the National Educational Panel Study. Sociological Methods & Research, 46(4), 864-897. https://doi.org/10.1177/0049124115610346

2016

Würbach, A. (2016). Modeling and estimating income data in the presence of distinctive zero and heaped responses.

Zinn, S., & Würbach, A. (2016). A statistical approach to address the problem of heaping in self-reported income data. Journal of Applied Statistics, 43(4), 682–703. https://doi.org/10.1080/02664763.2015.1077372

2015

Würbach, A., & Zinn, S. (2015). Estimation of a general heaping model via random-walk Metropolis algorithms. In H. Friedl, & H. Wagner (Hrsg.), Proceedings of the 30th International Workshop on Statistical Modelling. Linz, Austria, 6-10 July 2015. Johannes Kepler University Linz. http://www.statmod.org/workshops_archive_proceedings_2015.htm

2014

Aßmann, C., Würbach, A., Goßmann, S., Geißler, F., & Biedermann, A. (2014). A nonparametic multiple imputation approach for multilevel filtered questionnaires. NEPS Working Paper 36. Leibniz Institute for Educational Trajectories. https://www.lifbi.de/Portals/2/Working%20Papers/WP_XXXVI.pdf

Zinn, S., & Würbach, A. (2014). A statistical approach to account for heaping patterns: An application to self-reported income data. NEPS Working Paper 40. Leibniz Institute for Educational Trajectories. https://www.lifbi.de/Portals/2/Working%20Papers/WP_XXXX.pdf

Selected presentations and lectures

2023

Würbach, A. (2023, July 17 - 21). Proof of the cooperation continuum - Longitudinal response behavior in the NEPS Starting Cohort Adults [Paper presentation]. 10th European Survey Research Association (ESRA) Conference - Survey research in times of crisis: Challenges, opportunities, and new directions, Milan, Italy. https://www.europeansurveyresearch.org/conference/milan-2023/

2022

Würbach, A. (12. April 2022). Die Verwendung von Surveygewichten im NEPS [Vortrag]. 91. NEPS Nutzerschulung, Bamberg, Deutschland.

Würbach, A. (2022, October 28). Use of survey weights in the NEPS [Paper presentation]. 95. NEPS user training, Bamberg, Germany.

2021

Würbach, A. (9. - 11. Juni 2021). Sampling strategy for regular schools - stratified two-stage sampling in NEPS Starting Cohort 4 [Vortrag]. Advanced training school: Methods of data collection, Tallinn, Estonia.

2019

Würbach, A. (1. Februar 2019). Paradaten zur Vorhersage von Panelattrition am Beispiel der NEPS SC1 [Vortrag]. Vortrag im Rahmen der SurvConf19, Vierte Konferenz der Survey‐Statistiker des deutschsprachigen Raumes, Bamberg, Deutschland.

Würbach, A. (1. Juli 2019). Using paradata for longitudinal prediction of participation status: An example of the NEPS newborn cohort [Vortrag]. Paper presented at the 8th Conference of the European Survey Research Association, Zagreb, Croatia.

2018

Würbach, A. (1. April 2018). Application of multiple-block MCMC to a mixture distribution with multi-modal likelihood [Vortrag]. Paper presented at the 7th Annual Conference on Computational Mathematics, Computational Geometry & Statistics (CMCGS), Singapore, Singapore.

2017

Würbach, A. (1. Juli 2017). Heaping in self-reported income data: A kind of weak satisficing [Vortrag]. Paper presented at the 7th Conference of the European Survey Research Association, Lisbon, Portugal.

2016

Würbach, A. (2016, July 8). Modeling and estimating income data in the presence of distinctive zero and heaped responses [Paper presentation]. Paper presented at the statistical econometrical advanced seminar at the University of Bamberg, Bamberg, Germany.

Würbach, A. (2016, June 30). Modeling and estimating income data in the presence of distinctive zero and heaped responses [Paper presentation]. Paper presented at the research seminar "Quantitativ Ökonomisches Colloquium" of the Institute for Statistics and Econometrics at the Freie Universität Berlin, Berlin, Germany.

2015

Würbach, A. (14. April 2015). Einführung in die Imputationsdaten der Startkohorte 6 (Erwachsene) [Vortrag]. 35. NEPS-Nutzerschulung, Bamberg, Deutschland.

Würbach, A., & Zinn, S. (2015, August 24 - 28). Bayesian estimation of a general heaping model via different (adaptive) random-walk Metropolis specifications [Paper presentation]. Paper presented at the 4th Baltic-Nordic Conference on Survey Statistics, Helsinki, Finland.

Würbach, A., & Zinn, S. (2015, July 6 - 10). A general heaping model: Estimation via random-walk Metropolis algorithms [Paper presentation]. Paper presented at the 30th International Workshop on Statistical Modelling, Linz, Austria.

2014

Würbach, A. (4. Juli 2014). Einführung in die Imputationsdaten der Startkohorte 6 (Erwachsene) [Vortrag]. 29. NEPS-Nutzerschulung, Bamberg, de.

Würbach, A., & Zinn, S. (2014, January 13). A general approach to account for heaping patterns [Paper presentation]. Paper presented at the 8th workshop on "Panel Surveys in Germany", Bielefeld, de.