معرفی
Dr. Florian Pein is a Lecturer in Statistics at the School of Mathematical Sciences, Lancaster University. His research focuses on changepoint regression, anomaly detection, and applied projects linked to artificial intelligence, machine learning, and time series analysis.
- Current Position: Lecturer in Statistics
- Institution: Lancaster University
- School: School of Mathematical Sciences
Florian's research addresses foundational challenges in statistical modeling of heterogeneous data, multiscale inference, and computational electrophysiology. His work bridges theoretical statistics with practical applications, particularly in analyzing ion channel recordings and developing open-source software tools like the stepR package. He has published extensively on changepoint detection, non-parametric methods, and noise modeling in time series.
Notable trends in his publications include:
- Integration of changepoint regression with machine learning frameworks
- Development of robust cross-validation techniques for time series
- Advancements in multiscale and multiresolution analysis
- Applications in biophysics, including ion channel recordings and antibiotic resistance studies
- Focus on high-dimensional and non-parametric statistical methods
- Creation of computational tools for statistical inference
Florian supervises PhD students in changepoint-related research and applies statistical methods to interdisciplinary challenges in data science and biophysics.
