Regular biography
Samuel Muller is an Honorary Professor in the School of Mathematics and Statistics at The University of Sydney. He is affiliated with the Department of MATH and is based at the Carslaw Building. Muller previously held a position at the University of Sydney and is currently the Head of Mathematics and Statistics at Macquarie University. His profile page provides details about his academic and professional background, though specific research interests and publications are not explicitly mentioned in the available information.
Scholar-generated biography
Samuel Muller is a Professor at Macquarie University, specializing in Statistics, Model Selection, Variable Selection, Robustness, and Resampling. His research focuses on developing robust statistical methods for model selection and variable selection in complex data settings, including linear mixed models and regression analysis. Muller's work emphasizes the integration of clinical and molecular data to improve prognostic accuracy in diseases such as metastatic melanoma and cancer-related fatigue. He also explores the application of artificial intelligence in education and personalized learning. His publications highlight the importance of robust estimation, variational Bayes methods, and regularization techniques in enhancing statistical inference and predictive modeling.