Arda Güler

M.Sc. Mathematics

Room: 2.262
gueler(at)wiwi.uni-frankfurt.de

Biography

Arda Güler studied mathematics with a major in statistics and a minor in psychology at the University of Bremen and graduated with a Master of Science degree. He wrote his master thesis on "Binary Classification Methods for Churn Prediciton", in which he considers Logistic Ridge Regression for treatment for data with multicollinearity.

Since May 2023 he supports the team of Prof. Dr. Gernot Rohde at the University Hospital Frankfurt am Main in cooperation with the chair of Prof. Dr. Oliver Hinz for Business Informatics and Information Management at the Goethe University Frankfurt am Main.

Core areas
  • Statistics (GLMs, Hypothesis Testing)
  • Causal Inference
  • Causal Machine Learning (CML)
Publications

von Zahn, Moritz / Güler, Arda / Bauer, Kevin / Hinz, Oliver (2024): "Causal Targeting for Mobile Push Notifications.", Workshop on Information Technologies and Systems (WITS).

von Zahn, Moritz / Güler, Arda / Bauer, Kevin / Hinz, Oliver (2024): "Causal Targeting for Mobile Push Notifications.", Causal Data Science Meeting (CDSM).

von Zahn, Moritz / Güler, Arda / Bauer, Kevin / Hinz, Oliver (2024): "Pushing to the limit? Causal vs. predictive targeting for mobile notifications.", Statistical Challenges in Electronic Commerce Research (SCECR).

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