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Jennifer Pohle (M.Sc.)

Me

Research associate (PhD student)

Room V9 - 126
Phone: +49 521 106-5103
E-mail: jpohle@wiwi.uni-bielefeld.de

CV

  • since 03/2016: PhD student in the Statistics and Data Analysis Group
  • 10/2013-02/2016: Studies of Statistical Science (M.Sc.), Bielefeld University
  • 10/2009-03/2013: Studies of Communication Science and Economics (B.A.), Friedrich Schiller University Jena

Research

Teaching

  • Reading Course (Statistische Wissenschaften) on "Pattern Recognition and Machine Learning" (Bishop, 2006), winter term 2016/17
  • Tutorials for the lecture courses "Hidden Markov Models", "Statistik I" and "Statistik II" (2014-2017)

Talks

  • "Dominant processes in multivariate hidden Markov models for electronic health record data", Workshop of the Centre for Statistics, Bielefeld, October 2017
  • "Order selection in hidden Markov models: pitfalls, practical challenges and pragmatic solutions", 6th International Bio-Logging Science Symposium, Konstanz, September 2017
  • "Pragmatic order selection in HMMs", 32nd International Workshop on Statistical Modelling, Groningen, July 2017
  • "Pragmatic order selection in HMMs", Workshop of the Centre for Statistics, Bielefeld, May 2017
  • "Pragmatic order selection in HMMs", Workshop of the Centre for Statistics, Bielefeld, October 2016
  • "Probit and mixed logit models for panel data - a theoretical and simulation comparison", Sociology Seminar Series, Bielefeld, June 2016
  • "A simulation comparison of probit and mixed-logit estimation for panel data", Workshop of the Centre for Statistics, Bielefeld, April 2016

Aktuelles

New paper

Paper accepted at Statistica Neerlandica on nonparametric inference in HMM-type models.

New paper

Paper accepted at Applied Economics on betting market inefficiencies in German football.

New paper

Paper accepted at Quantitative Finance that uses Markov-switching GAMs for forecasting operational losses in banking.

SFB

Roland is a PI within a new "Sonderforschungsbereich".

Workshop on HMMs

We gave a two-day workshop on hidden Markov models at the University of St Andrews.

New paper

Paper published at Dependence Modeling that compares methods for nonparametric estimation of simplified vines.

New paper

Our review paper on statistical models for animal movement got accepted at AStA Advances in Statistical Analysis.

New paper

Paper accepted at AStA Wirtschafts- und Sozialstatistisches Archiv estimating income mobility with D-vines using bivariate penalized splines.

New paper

Paper accepted at JABES on selecting the number of states of an HMM.

New paper

Paper accepted at JABES on multi-scale modelling of animal movement and general animal behaviour.

New paper

Paper accepted at Ecology on the estimation and simulation of foraging trips of central-place foragers.

Karl Peter Grotemeyer Prize

Roland Langrock will be awarded the Karl Peter Grotemeyer Prize.