https://cognaptus.com/tags/attribution/ Recent content in Attribution on Cognaptus Hugo -- 0.145.0 en-us Wed, 19 Aug 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-08-19-important-but-not-direct-when-timeseries-attribution-misstates-model-dependencies/ Wed, 19 Aug 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-08-19-important-but-not-direct-when-timeseries-attribution-misstates-model-dependencies/ Why large attribution scores in forecasting models can reflect mediated autocorrelation or off-manifold sensitivity rather than a direct model dependency.