معرفی
Johan Strandberg is an Associate Professor in the Department of Statistics at the Umeå School of Business, Economics and Statistics (USBE), Umeå University. His research focuses on functional data analysis, spatial statistics, and their applications in biomechanics and sports medicine. He specializes in analyzing complex data structures such as electroencephalography (EEG) signals and kinematic curves to study movement-related anxiety, sensorimotor control following injuries, and long-term outcomes of anterior cruciate ligament (ACL) ruptures.
Key research areas include:
- Functional data analysis methodologies
- Nonparametric statistical clustering techniques
- EEG-based evaluation of movement-related fear
- Biomechanical analysis of human movement
- Climate reconstruction using functional kriging
Strandberg is affiliated with the Functional Data Analysis and Spatial Statistics Group and the U-Motion Laboratory Research Group. His recent projects include investigating sensorimotor control post-ACL injury and exploring functional data approaches to human movement assessment. He has collaborated on studies involving ACL injury rehabilitation, EEG applications in sports medicine, and statistical modeling of spatial-temporal processes.
His research outputs emphasize methodological advancements in handling dependent functional data, with applications ranging from clinical biomechanics to environmental science. He has contributed to over 10 peer-reviewed articles, focusing on inferential frameworks, clustering methods, and functional kriging techniques.
