Abraham George

Iterative Spectral Stabilization for Non-Uniform Multicollinearity in Integrated Datasets

Large-scale integrated datasets often exhibit non-uniform multicollinearity, where dissimilar correlation structures across batches make the merged feature set unstable, creating a critical bottleneck for stable regression analysis. While conventional methods such as Principal Component Analysis (PCA) and Ridge regress...