Staff

Dr. Elmar Spiegel
Statistical Consultant

Phone: +49 89 3187-49696
E-mail
Building/Room: 58a/113

 

Curriculum Vitae:

Since 2018        Statistical Consultant at the Core Facility Statistical Consulting, Helmholtz Center Munich, Germany
2017-2018        PostDoc at the chair of Statistics at the Georg-August University Goettingen, Germany
2014-2017        PhD in Statistics at the Georg-August University Goettingen, Germany
2013        Statistical Consultant at the Munich RE, Germany
2010-2013        Master in Statistics at the LMU Munich, Germany
2007-2010        Bachelor in Mathematics with subsidiary subject Statistics at the LMU Munich, Germany

 

Research Interests:

  • Semiparametric Regression
  • Expectile Regression
  • Regression beyond the mean
  • Model choice and variable selection

Publications:

  • Spiegel, Elmar, Thomas Kneib, Petra von Gablenz and Fabian Otto-Sobotka. "Generalized expectile regression with flexible response function." Biometrical Journal 63.5 (2021): https://doi.org/10.1002/bimj.202000203

  • Ayestaran, Inigo, Ana Galhoz, Elmar Spiegel, Ben Sidders, Jonathan R. Dry,  Frank Dondelinger, Andreas Bender, Ultan McDermott, Francesco Iorio, Michael P. Menden. "Identification of Intrinsic Drug Resistance and Its Biomarkers in High-Throughput Pharmacogenomic and CRISPR Screens." Patterns  1.5 (2020): 100065. doi.org/10.1016/j.patter.2020.100065

  • Spiegel, Elmar, Thomas Kneib, and Fabian Otto-Sobotka. "Spatio-temporal expectile regression models." Statistical Modelling 20.4. (2020): https://doi.org/10.1177/1471082X19829945

  • Spiegel, Elmar, Thomas Kneib, and Fabian Otto-Sobotka. "Generalized additive models with flexible response functions." Statistics and Computing 29.1 (2019): 123-138. https://doi.org/10.1007/s11222-017-9799-6

  • Spiegel, Elmar, Fabian Sobotka, and Thomas Kneib. "Model selection in semiparametric expectile regression." Electronic Journal of Statistics 11.2 (2017): 3008-3038. https://doi.org/10.1214/17-EJS1307

  • R-package FlexGAM

Teaching:

  • Helmholtz Zentrum Munich:
    Introduction to R, Introduction to Statistics, Reproducible and Open Research, Graphics with R, RMarkdown, Mixed Models
  • Georg-August University Goettingen:
    Spatial Statistics, Statistical Programming with R