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Kudos AI

Tagged “stationarity”

1 article.

9 min readTime Series

The Regression That Finds a Relationship That Is Not There

Two series generated from separate random numbers come out significantly related 82.8% of the time, a standard error on dependent data is too narrow by a computable factor of 2.4, and the usual validation split reports a forecaster more than five times better than it is. Three failures, one cause, and the checks that catch each of them.

StatisticsMachine Learning