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M.Sc. Sermad Abbas

Statistik in den Biowissenschaften

Contact

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Office Hours

  • by appointment

Research / Areas of Work

  • Projektarbeit SFB 823 C3: Analysis of structural change in dynamic processes
  • Development of robust non-parametric control charts for the real-time detection of sudden changes in time series with a time-varying trend
  • Assistent of the Foreign Student Advisor
  • Master's thesis: "Detektion von Nanoobjekten in Graustufenbildern und Bildsequenzen mittels robuster Zeitreihenmethoden zur Strukturbrucherkennung"

Teaching

  • Tutorial Time Series Analysis (WS 2018/19)
  • Tutorial for Master's Students Statistics/Data Science (WS 2018/19)
  • Preparatory course for Master's Students Statistics/Data Science (2018)
  • Tutorial for Master's Students Statistics/Data Science (WS 2017/18)
  • Preparatory course for Master's Students Statistics/Data Science (2017)
  • Tutorial Statistics II: Probability (SS 2017)
  • Tutorial for Master's Students Statistics/Data Science (WS 2016/17)
  • Preparatory course for Master's Students Statistics/Data Science (2016)
  • Case Studies (SS 2016)
  • Tutorial Statistics III: Estimation and Testing (WS 2015/16)
  • Tutorial for Master's Students Statistics/Data Science (WS 2015/16)
  • Preparatory course for Master's Students Statistics/Data Science (2015)
  • Tutorial Statistics III: Estimation and Testing (WS 2014/15)
  • Case Studies (SS 2014)
  • Tutorial Statistics III: Estimation and Testing (WS 2013/14)


Publications

  • Abbas, S., Fried, R., Heinrich, J., Horn, M., Jakubzik, M., Kohlenbach, J., Maurer, R., Michels, A., Müller, C. H. (2018). Detection of anomalous sequences in crack data of a bridge monitoring. Discussion Paper / SFB 823 (Vol. 2018, 29). Dortmund. doi:10.17877/DE290R-19808
  • Abbas, S., Fried, R. (2017). Control charts for the mean based on robust two-sample tests. Journal of Statistical Computation and Simulation, 87 (1), 138-155. doi:10.1080/00949655.2016.1194839
  • Fried, R., Abbas, S., Borowski, M., Imhoff, M. (2017). Online analysis of medical time series. Annual Review of Statistics and its Applications, 4, 169-188. doi:10.1146/annurev-statistics-060116-054148
  • Abbas, S., Fried, R., Gather, U.(2016). Detection of local intensity changes in grayscale images with robust methods for time-series analysis. Solving Large Scale Learning Tasks: Challenges and Algorithms: Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday, (), 251-271. doi:10.1007/978-3-319-41706-6_13