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M.Sc. Burim Ramosaj

Mathematische Statistik und industrielle Anwendungen

Kontakt

Logistikcampus,
Raum A3.07
0231 755 - 90376
Fakultät Statistik
Technische Universität Dortmund
44221 Dortmund


Teaching

Sommersemester 2019

Brief CV

  •  Since 04/2019: Research Assistant and Doctoral Student at the Faculty of Statistics, Technical University of Dortmund.
  •  03/2017  - 03/2019: Research Assistant and Doctoral Student at the Institute of Statistics, University of Ulm.
  •  08/2015 - 08/2016: Studies of Mathematics (M.Sc.) at Syracuse University, NY, USA. Double degree program. 
  •  03/2014 - 02/2017: Studies of Mathematics and Management (M.Sc.) at the University of Ulm. Title of Master thesis: Multiple Imputation for the Daimler Financial Services AG.
  •  10/2010 - 01/2014: Studies of Mathematics and Management (B.Sc.) at the University of Ulm. Title of Bachelor thesis: First Passage Times of the Brownian Motion.

Research Interests

  • Asymptotic and Non-Parametric Statistics
  • Non-Parametric Classification and Regression
  • Statistical Inference with Machine Learning Methods
  • Missing Value Imputation

Publications and Preprints

  • Ramosaj B. and Pauly M., Asymptotic Unbiasedness of the Permutation Importance Measure in Random Forest Models. (preprint arXiv: 1912.03306)
  • Ramosaj B., Amro L. and Pauly M. A cautionary tale on using imputation methods for inference in matched pairs.(Bioninformatics, to appear.)

Memberships

  • Member of the American Mathematical Society
  • Mentor of the Friedrich-Ebert Foundation (Former head of scholarship holders of the Friedrich-Ebert Foundation, Group UIm)