Statistisches Beratungslabor
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Forschung

Forschungsinteressen

  • Spatio-Temporal Data Analysis
  • Age-Period-Cohort Analysis
  • Machine Learning
  • Predictive Modelling

Publikationen

  • Weigert, M., Bauer, A., Gernert, J., Karl, M., Nalmpatian, A., Küchenhoff, H., and Schmude, J. (2021). Semiparametric APC analysis of destination choice patterns: Using generalized additive models to quantify the impact of age, period, and cohort on travel distances. Tourism Economics. doi:10.1177/1354816620987198.
  • Keppler, A. M., Küßner, K., Schulze, A. L., Suero, E. M., Neuerburg, C., Weigert, M., Braun, C., Böcker, W., Kammerlander, C., and Zeckey, C. (2021). Radiographic cortical thickness parameters as predictors of rotational alignment in proximal tibial shaft fractures: a cadaveric study. BMC Musculoskeletal Disorders, 22(1), 1-11. doi:10.1186/s12891-021-04452-w
  • Zeckey, C., Späth, A., Kieslich, S., Kammerlander, C., Böcker, W., Weigert, M., and Neuerburg, C. (2020). Early Mobilization Versus Splinting After Surgical Management of Distal Radius Fractures: Results of a Randomized Controlled Study of Postoperative Care in Older Patients. Deutsches Ärzteblatt International. doi: 10.3238/arztebl.2020.0445.

Präsentationen und Poster

  • Weigert, M., Bauer, A., Gernert, J., Karl, M., Küchenhoff, H., and Schmude, J. (2020). Visualization techniques for semiparametric APC analysis–Using Generalized Additive Models to examine touristic travel distances. In 35th International Workshop on Statistical Modelling 2020, online (p. 450).
    (Poster)
  • Schmude, J., Weigert, M., Bauer, A., Karl, M., Gernert, J., Küchenhoff, H., & Bartl, E. (2020). Spatio-temporal changes in travel behavior: Analyzing external and internal temporal effects on destination choices. In Consumer Behavior in Tourism Symposium–CBTS, 2020, online. ZPID (Leibniz Institute for Psychology).

Abschlussarbeiten

  • R and SAS - A Benchmarking Analysis in  the Context of Machine Learning for Binary Classification Problems
    Master of Science, Ludwig-Maximilians-Universität München (2017) 
  • Ökologische Inferenz bei der Vergabe von Erst- und Zweitstimme bei Bundestagswahlen in Deutschland - Ein Vergleich verschiedener Methoden
    Bachelor of Science, Ludwig-Maximilians-Universität München (2015) 

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