Remove unused collinearity diagnostics - #7
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Acceptance-focused cleanup following the manuscript revision. This removes application-specific collinearity/redundancy diagnostics that were not used to choose variables, modify DAGGuard, or change any reported result. Specifically, it removes the collinearity audit and redundancy-reduced sensitivity from the authorized real-data script, deletes the corresponding derived CSV outputs (including the obsolete application rank/condition-number diagnostic), removes the dedicated near-collinearity API test and README references, and preserves the full-rank/rank-deficiency checks that are mathematically required for valid Gaussian BIC scoring. Scale/unit sensitivities and all primary analyses remain unchanged.