Education
- Dipl.-Psych., 2015, University of Tuebingen
- Erasmus Intensive Program: A Quantitative Approach to
Psychological Processes, March 29 to April 9, 2014, University of
Tartu, Estonia
- Erasmus Intensive Program: A Quantitative
Approach to Psychological Processes, March 13-24, 2013, University of
Oulu, Finland
- Semester abroad, 2011, University of Otago, Dunedin, New
Zealand
Teaching
- Introduction to R Shiny at
Erasmus+ Project: Tools for Teaching Quantitative
Thinking (March 27, 2017)
- Praktikum Datenerhebung und Auswertung (spring 2017, spring 2016, spring 2015)
- Praktikum Beobachtung (fall 2016/17)
- Tutorium Methoden der Empirischen Bildungsforschung und
Pädagogischen Psychologie (fall 2014/15)
- Tutorium Methoden der Intervention und Evaluation (fall 2013/14)
- Tutorium Psychometrie (spring 2013)
- Tutorium Forschungsmethoden der Psychologie (fall 2012/13, fall 2013/14)
Software
- R Shiny app for visualizing, simulating and estimating the
time-window of integration (TWIN,
Colonius & Diederich, 2004) model. See older version on
TquanT,
and development version on
GitHub.
- R Shiny app on identifiability of the basic local independence model (BLIM,
Heller,
2017). See on
TquanT.
- R package
nlsem for fitting nonlinear structural
equation mixture models. See on
CRAN.
Publication
Umbach, N., Naumann, K., Brandt, H., & Kelava, A. (2017). Fitting
Nonlinear Structural Equation Models in R with Package nlsem.
Journal of Statistical Software, 77(7), 1-20.
doi:10.18637/jss.v077.i07