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Column-permutation parallel analysis violates function-preserving reparameterization invariance because its reference distribution and component count can change while the model function remains fixed

column-permutation parallel analysis violates function-preserving reparameterization invariance because its reference distribution and selected component count can change while the model function and observed covariance spectrum remain fixed
Machine Learning (Statistics)29 Aug 2026

http://arxiv.org/abs/2608.27020v1