Analysis pipeline for the PAH biomarker study by Sonnweber T et al.

We explored various approaches to deal with high-dimensional data in this study, and we compared them using simulation and soil datasets. We discovered that grouping had a significant impact on model correctness and error reduction. For the core projection step, we first looked at the properties of all the algorithms and how they function to com…

Analysis of the properties of the lasso regression

💬 Talk comparing two recent methods for differential expression analysis with single-cell RNA-seq data

Bachelor thesis on High Dimensional Regression Models