Dr. Marcel Neunhoeffer

laufende Projekte

• synthetische Daten in der Statistik und Informatik - systematischer Vergleich und Weiterentwicklung der Methodik

• Continual Release of Differentially Private Synthetic Data from Longitudinal Data Collections

  Bun, Mark, Marco Gaboardi, Marcel Neunhoeffer & Wanrong Zhang (2024): Continual Release of Differentially Private Synthetic Data from Longitudinal Data Collections. In: Proceedings of the ACM on Management of Data, Jg. 2, H. 2, S. 1-26. DOI:10.1145/3651595

• On the Formal Privacy Guarantees of Synthetic Data

  Neunhoeffer, Marcel, Jonathan P. Latner & Jörg Drechsler (2024): On the Formal Privacy Guarantees of Synthetic Data. In: National Bureau of Economic Research (2024): Data Privacy Protection and the Conduct of Applied Research: Methods, Approaches and their Consequences, Spring 2024, Washington, S. 1-16.

• The Role of Hyperparameters in Machine Learning Models and How to Tune them

  Arnold, Christian, Luka Biedebach, Andreas Küpfer & Marcel Neunhoeffer (2024): The Role of Hyperparameters in Machine Learning Models and How to Tune them. In: Political Science Research and Methods, Jg. 12, H. 4, S. 841-848. DOI:10.1017/psrm.2023.61

• How to improve the substantive interpretation of regression results when the dependent variable is logged

  Rittmann, Oliver, Marcel Neunhoeffer & Thomas Gschwend (2023): How to improve the substantive interpretation of regression results when the dependent variable is logged. In: Political Science Research and Methods, S. 1-9. DOI:10.1017/psrm.2023.29

• Observing many researchers using the same data and hypothesis reveals a hidden universe of uncertainty

  Breznau, Nate, Eike Mark Rinke, Alexander Wuttke, Nora Storz, Christof Wolf, Zsófia S. Ignácz, Fabian Winter, Sophia Hunger, Andrey Tibajev, Oshrat Hochman, Hannah Werner, Natalia Malancu, Nico Sonntag, Alexander Langenkamp, Fieke Wagemans, Magdalena Hirsch, Bogdan Voicu, Luis Maldonado, Stefan Vogtenhuber, Philipp Lutscher, Arno Van Hootegem, Philipp M. Lersch, Jolanda van der Noll, Dafina Kurti Sinatra, Meta van der Linden, John Kuk, Jasper Van Assche, Jan-Philipp Kolb, Brenton M. Wiernik, Lea-Maria Löbel, Friedolin Merhout, Kaspar Burger, Gunnar Otte, Elena Damian, Olav Nygård, Roxanne Connelly, Daniel Nüst, Maureen A. Eger, Marcel Neunhoeffer, Simon Ellerbrock, Cristóbal Moya, Katharina Burgdorf, Julia Schulte-Cloos, Amie Bostic, Leticia Micheli, Andrea Bohman, Christopher Prosser, Timo Gnambs, Samuel Merk, Jan Paul Heisig, Jonathan Mijs, Tobias Gummer, Jonathan Mellon, Martin Groß, Daniel Meierrieks, Amélie Godefroidt, Cecil Meeusen, Theresa Gessler, Kyle McWagner, Konstantin Gavras, Patricia McManus, Andrea Forster, Oscar J. Mayorga, Max Grömping, Jochen Mayerl, Sandy Schumann, Nadia Steiber, Anne-Kathrin Stroppe, Claudia Schmiedeberg, Sebastian Jungkunz, Daniel Meyer, Dieter Stiers, Jürgen Schneider, Nils Steiner, Louis Raes, Alexander Staudt, Alexander Schmidt-Catran, Willem Sleegers, Katja M. Schmidt, Julian Seuring, Regine Schmidt, Reinhard Schunck, Elmar Schlueter, Nadja Wehl, David Schieferdecker, Stefan Zins, Merlin Schaeffer, Nan Zhang, Ariela Schachter, Nora Huth, Gregor Sand, Mikael Hjerm, Robin Samuel, Zuzanna Brzozowska, Guido Ropers, Joan E. Madia, Jonathan Rogers, Manuel Kleinert, Arne Roets, Marta Kołczyńska, Miguel R. Ramos, Kathrin B. Busch, Kevin Ralston, Christian S. Czymara, Martijn Schoonvelde, Juan Carlos-Castillo, Mathias Kauff, Anna O. Pechenkina, Nils Jungmann, Nathan Chan, Sebastian Hellmeier, Andreas Hadjar, Achim Edelmann, Laura Jacobs, Vernon Gayle, Chris Gaasendam, Hung H. V. Nguyen, Anna Forke, Janna Teltemann, Muna Adem, Dragana Stojmenovska, Giacomo Vagni, Bastian Jaeger, Henning Silber, Jannes Jacobsen, Sebastian Sternberg, Licia Bobzien, Conrad Ziller, Johannes N. Blumenberg, Andreas Hövermann, Christian Hunkler, Helge Marahrens, Matthias Mader, Katharina Blinzler, Julia Klinger, Thomas Biegert, Pablo Christmann, Felix S. Bethke, Thijs Bol, Anna Berthold, Stefanie Heyne, Carl Berning, Erich Striessnig, Julian Bernauer, Paul Martinez, Verena Benoit, Tomasz Żółtak, Sharon Baute, Jule Adriaans, Markus Baumann, Alejandro Ecker, Paul C. Bauer, Stefan Gruber, Gerrit Bauer, Brian Tung, Dave Balzer, Yuki Yamada, Oke Bahnsen, Nicole Martin, Flavio Azevedo, Jürgen Schupp, Daniel Auer, Fabian Ochsenfeld, Henrik K. Andersen, Katharina Kunißen & Amalia Alvarez-Benjumea (2022): Observing many researchers using the same data and hypothesis reveals a hidden universe of uncertainty. In: Proceedings of the National Academy of Sciences of the United States of America, Jg. 119, H. 44. DOI:10.1073/pnas.2203150119

• Private Post-GAN Boosting

  Neunhoeffer, Marcel, Zhiwei Steven Wu & Cynthia Dwork (2021): Private Post-GAN Boosting. In: ICLR (Hrsg.) (2021): International Conference on Learning Representations 2021, S. 1-19.

• Ein Ansatz zur Vorhersage der Erststimmenanteile bei Bundestagswahlen

  Neunhoeffer, Marcel, Thomas Gschwend, Simon Munzert & Lukas F. Stoetzer (2020): Ein Ansatz zur Vorhersage der Erststimmenanteile bei Bundestagswahlen. In: Politische Vierteljahresschrift, Jg. 61, H. 1, S. 111-130. DOI:10.1007/s11615-019-00216-3

• How Cross-Validation Can Go Wrong and What to Do About It

  Neunhoeffer, Marcel & Sebastian Sternberg (2019): How Cross-Validation Can Go Wrong and What to Do About It. In: Political analysis, Jg. 27, S. 101-106. DOI:10.1017/pan.2018.39

• Forecasting Elections in Multiparty Systems: A Bayesian Approach Combining Polls and Fundamentals

  Stoetzer, Lukas F., Marcel Neunhoeffer, Thomas Gschwend, Simon Munzert & Sebastian Sternberg (2019): Forecasting Elections in Multiparty Systems: A Bayesian Approach Combining Polls and Fundamentals. In: Political analysis, Jg. 27, S. 255-262. DOI:10.1017/pan.2018.49

• Zweitstimme.org. Ein strukturell-dynamisches Vorhersagemodell für Bundestagswahlen

  Munzert, Simon, Lukas Stötzer, Thomas Gschwend, Marcel Neunhoeffer & Sebastian Sternberg (2017): Zweitstimme.org. Ein strukturell-dynamisches Vorhersagemodell für Bundestagswahlen. In: Politische Vierteljahresschrift, Jg. 58, H. 3, S. 418-441. DOI:10.5771/0032-3470-2017-3-418