Dlugosz, Stephan, Enno Mammen und (2017), Generalized partially linear regression with misclassified data and an application to labour market transitions, Computational Statistics & Data Analysis Volume 110, 145-159.

Dlugosz, Stephan, Gesine Stephan und (2014), Fixing the leak: Unemployment incidence before and after a major reform of unemployment benefits in Germany, German Economic Review 15(3), 329-352.

Dlugosz, Stephan und Ulrich Müller-Funk (2009), The value of the last digit: statistical fraud detection with digit analysis, Advances in Data Analysis and Classification 3, 281-290.

Dlugosz, Stephan (2010), Factor Selection in Observational Studies -- An Application of Nonlinear Factor Selection to Propensity Scores, in: Hermann Locarek-Junge, Claus Weihs Classification as a Tool for Research, Studies in Classification, Data Analysis, and Knowledge Organization, Springer-Verlag , Berlin-Heidelberg-New York, 361-369

Dlugosz, Stephan und Ulrich Müller-Funk (2009), Predictive Classification Trees, in: A. Fink, B. Lausen, W. Seidel, A. Ultsch Advances in Data Analysis, Data Handling and Business Intelligence, Studies in Classification, Data Analysis, and Knowledge Organization, Springer-Verlag 127-134

Müller-Funk, Ulrich und Stephan Dlugosz (2008), Benford Analyse - Einfachheit oder Schlichtheit?, in: Jan vom Brocke, Jörg Becker Einfachheit in Wirtschaftsinformatik und Controlling, Vahlen. Franz (Verlag) , München,

Ciechanowicz, Philipp, Stephan Dlugosz, Herbert Kuchen und Ulrich Müller-Funk (2008), Exploiting Training Example Parallelism With a Batch Variant of the ART 2 Classification Algorithm, in: Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks 2008 (PDCN), 195-201

Dlugosz, Stephan (2008), Multi-layer Perceptron Networks for Ordinal Data Analysis, Advances in Information Systems, Bd. 37, Logos , Berlin.

Dlugosz, Stephan, Enno Mammen und (2015), Generalised Partially Linear Regression with Misclassified Data and an Application to Labour Market Transitions, ZEW Discussion Paper No. 15-043, Mannheim

Arntz, Melanie, Stephan Dlugosz und (2014), The Sorting of Female Careers After First Birth: A Competing Risks Analysis of Maternity Leave Duration, ZEW Discussion Paper No. 14-125, Mannheim

Dlugosz, Stephan und Ulrich Müller-Funk (2012), Ziffernanalyse zur Betrugserkennung in Finanzverwaltungen – Prüfung von Kassenbelegen, Arbeitsberichte des Instituts für Wirtschaftsinformatik , Münster.

Dlugosz, Stephan (2011), Clustering Life Trajectories - A New Divisive Hierarchical Clustering Algorithm for Discrete-valued Discrete Time Series, ZEW Discussion Paper No. 11-015, Mannheim

Dlugosz, Stephan (2011), Combined Stochastic and Rule-based Approach to Improve Regression Models with Mismeasured Monotonic Covariates Without Side Information, ZEW Discussion Paper No. 11-013, Mannheim

Dlugosz, Stephan, Gesine Stephan und (2009), Fixing the Leak: Unemployment Incidence Before and After the 2006 Reform of Unemployment Benefits in Germany, ZEW Discussion Paper No. 09-079, Mannheim

ZEW-Wachstums- und Konjunkturanalysen Nr. 2 (Juni) - 2011