Humboldt-Universität zu Berlin - High Dimensional Nonstationary Time Series

Stephan Stahlschmidt

E-mail:  stahlschmidt@wiwi.hu-berlin.de stahlschmidt.jpg
Phone:

Fax:		 +49 (0)30 234587-54

+49 (0)30 234587-56
Office: Heidelberg University
Centre for Social Investment
Neue Promenade 6
10178 Berlin

 
Office hours: Please send me an e-mail to arrange an appointment.
Postal address: Humboldt-Universität zu Berlin
School of Business and Economics
Ladislaus von Bortkiewicz Chair of Statistics
Unter den Linden 6
10099 Berlin, Germany

Research:

Interests: Graphical Models, Bayesian Networks, Treatment/Intervention Effects, Statistical Learning, Spatio-Temporal Data Analysis
Projects:

Peer-Reviewed Publications:

  • Kehl, K. and Stahlschmidt, S. (2015). The limits of monetizing and paying for volunteering in eldercare: a behavioral-economic appraoch. VOLUNTAS, forthcoming
    DOI: 10.1007/s11266-015-9657-0, WORKING PAPER
  • Stahlschmidt, S., Härdle, W. and Thome, H. (2014). An Application of Principal Component Analysis on Multivariate Time-Stationary Spatio–Temporal Data. Spatial Economic Analysis, 10, 160-180
    DOI: 10.1080/17421772.2015.1023339, WORKING PAPER
  • Stahlschmidt, S., Tausendteufel, T. and Härdle, W. (2013). Bayesian Networks for Sex-related Homicides: Structure Learning and Prediction. Journal of Applied Statistics, 40, 1151-1171
    DOI: 10.1080/02664763.2013.780235, PREPRINT
  • Thome, H. und Stahlschmidt, S. (2013). Ost und West, Nord und Süd: Zur räumlichen Verteilung und theoretischen Erklärung der Gewaltkriminalität in Deutschland. Berliner Journal für Soziologie, 23, 441-470
    DOI: 10.1007/s11609-013-0228-1

Working Papers:

  • Stahlschmidt, S., Eckardt, M. and Härdle, W. (2014). Expectile Treatment Effects: An efficient alternative to compute the distribution of treatment effects.
    WORKING PAPER

Research Reports:

  • Then, V., Münscher, R., Stahlschmidt, S. and Knust, R. (2014). Studie zu den Effekten
    betrieblicher Kinderbetreuung    . Heidelberg: Heidelberg University
    DOWNLOAD (Heidelberg University Server)
  • Then, V., Münscher, R., Stahlschmidt, S., Eggersglüß, C. and Knust, R. (2012). Anlageverhalten der kapitalstärksten deutschen Stiftungen. Heidelberg: Heidelberg University
    DOWNLOAD (Heidelberg University Server)
  • Then, V., Münscher, R., Callegari, B., Stahlschmidt, S., Wedemeyer, L., Bungard, P. and Strifler, A. (2012). Creating Impact in Southern Norway. Heidelberg: Heidelberg University
    DOWNLOAD (Heidelberg University Server)
  • Then, V., Münscher, R., Callegari, B., Stahlschmidt, S., Wedemeyer, L., Bungard, P. and Strifler, A. (2012). Assessing the Impact of the Mechatronics Programme at the University of Agder. Heidelberg: Heidelberg University
    DOWNLOAD (Heidelberg University Server)
  • Tausendteufel, T., Stahlschmidt, S. und Kühnel, W. (2011). Bestimmung des Täteralters bei sexuell assoziierten Tötungsdelikten auf der Basis von Tatgeschehensmerkmalen. Wiesbaden: Bundeskriminalamt
    DOWNLOAD (BKA Server)

Talks:

  • Linking the Offender's age to the Criminal Event: A Statistical Study on Sex-related Homicides

     Contributed Talk at useR!2009, Rennes

  • Chasing Criminals with the Lasso: Graphical Models and Sex-related Homicides

     Invited Talk at ETH Zürich on the 4th of November 2010

  • Predicting the offender's age

     Contributed Talk at useR!2011, Warwick

  • Chasing Criminals with the Lasso: Graphical Models and Sex-related Homicides

     Contributed Talk at Humboldt-Princeton Conference 2011, Berlin

Teaching:

  • Statistics I (Tutorial SS 08)
  • Statistics II (Tutorial WS 07/08)
  • Statistical Programming Languages (WS 08/09)
  • What is statistics? From the historical perspective (SS 09)