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stat.CO2026
Fast Computation of Nested Cross-Validation for Penalized Regression
Shuyang Cao, Alex Stringer
Cross-validation is a resampling procedure that provides a point estimate of generalization error for any predictive model. Cross-validation is widely used for model selection and…
stat.ME2026
Testing linear combinations of multiple variance components
Alex Stringer, Jeffrey Negrea
We test the hypothesis that simulataneous linear contrasts of multiple variance components equal zero in a Gaussian variance components model via a parametric bootstrap. Applicatio…