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stat.ME2026
Smooth Reduced Rank Regression with P-splines
Mark de Rooij
Linear regression is one of the core statistical tools used for analysis of data. In the era of statistical learning, linear regression has been expanded into two directions. The f…
stat.ME2026
Principal Covariate Regression with Nuclear Norm Penalty
Kaiwen Liu, Lisa Verbeij, Wouter Weeda +1
In high-dimensional data settings, dimensionality reduction or variable selection are key steps when using statistical learning techniques. Principal Covariate Regression-type meth…