https://cognaptus.com/tags/effective-rank/ Recent content in Effective-Rank on Cognaptus Hugo -- 0.145.0 en-us Mon, 28 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-28-one-forecast-many-explanations-why-timeseries-attribution-needs-a-horizon-axis/ Mon, 28 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-28-one-forecast-many-explanations-why-timeseries-attribution-needs-a-horizon-axis/ A new time-series explanation framework shows that different forecast steps often rely on different parts of history, making one importance map an incomplete account of a multi-step forecast.