Staff

Carolin Loos
PhD Student

Phone: +49 89 3187-3272
E-mail
Building/Room: 58a / 001

ResearchGate

Short CV

I studied Mathematics at the University of Ulm, the Boğaziçi University in Istanbul and the Technische Universität München. After obtaining my M.Sc. in 2015, I started as a PhD student at the Institute of Computational Biology.

Current research

  • Statistical analysis of single-cell data
  • Parameter estimation for ordinary differential equation (ODE) models   
  • Investigation of heterogenous cell populations using ODE-constrained mixture modeling

Publications

  1. Maier, C. ; Loos, C. ; Hasenauer, J. Robust parameter estimation for dynamical systems from outlier-corrupted data. Bioinformatics 33 (5), 718-725 (2017)
  2. Loos, C. ; Fiedler, A. ; Hasenauer, J. Parameter estimation for reaction rate equation constrained mixture models. Lecture Notes Comp. Sci. 9859, 186-200 (2016)
  3. Loos, C. Analysis of single-cell data: ODE constrained mixture modeling and approximate Bayesian computation. BestMasters, Springer Spektrum (2016)
  4. Loos, C. ; Marr, C. ; Theis, F. J. ; Hasenauer, J. Approximate Bayesian computation for stochastic single-cell time-lapse data using multivariate test statistics. Lecture Notes Comp. Sci. 9308, 52-63 (2015)