Reproducibility archive for: Scan Functional Choice in Lag-Resolved Dependence Analysis: A Controlled Comparison Under Temporal Dependence

This repository contains the reproducibility archive for the manuscript “Scan Functional Choice in Lag-Resolved Dependence Analysis: A Controlled Comparison Under Temporal Dependence.” The archive contains source code, configuration files, source-of-record outputs, figures, and manuscript materials supporting a matched-calibration comparison of scan-level functionals for lag-resolved dependence analysis under temporal dependence. The manuscript does not claim that PWSS is generally superior to the max-statistic. Stage E is exploratory and hypothesis-generating only. Stage C is the locked confirmatory evaluation. Groundwater analyses are illustrative only. ETTh1 is used as a resampling-adequacy diagnostic only. Embedded validation is descriptive only. The active PWSS threshold is c = 0.179921, calibrated on the marginal lag-window |C(tau; theta)| scale. Superseded threshold artifacts and stale development outputs, if retained, are placed under superseded/ and are not source-of-record manuscript evidence.