Marcel Dettling

Lecturer · Predictive Analytics

Zurich University of Applied Sciences (ZHAW)

Switzerland

About

Dr. Marcel Dettling is a Group Lead in Data Analysis and Statistics at the ZHAW School of Engineering, focusing on predictive analytics, applied statistics, and complex data analysis. He also serves as a Lecturer at ETH Zurich, teaching advanced statistical methods.

Education:
- PhD in Mathematics (2000-2004), ETH Zurich
- Postdoc in Applied Statistics (2004-2006), Johns Hopkins University

His research spans predictive analytics (regression, classification, time series), data mining, and applications in health economics, transportation safety, social sciences, and business analytics. Recent work includes pharmaceutical cost group analysis for Swiss healthcare and predictive maintenance for marine vessels.

Selected publications highlight his expertise in flight trajectory modeling, deep learning error mitigation, and statistical frameworks for rehabilitation finance. His projects address diverse fields like crowdworking in nursing, energy optimization for shipping, and customer behavior prediction.

Research fields

Predictive Analytics Applied Statistics Data Mining Machine Learning Health Economics Transportation Data Analysis Social Sciences Time Series Analysis Artificial Intelligence

0Publications listed