Identifying statistically linear data

Details Identifying statistically linear data Identifying statistically linear data

G - Physics

06

F

G06F 17/17 (2006.01) G06F 17/18 (2006.01)

Patent

CA 2603389

Methods, apparatus, and systems are provided for processing a data set having noise to determine whether the data set exhibits statistically linear behavior. A true data signal is calculated based on local properties of the data, and an estimate of the noise in the data is calculated from the true data signal. A measure of the estimated noise is then compared to properties of a linear fit to the data set.

Procédés, dispositifs et systèmes permettant de traiter une série de données à bruit pour déterminer si cette série présente un comportement statistiquement linéaire. On calcule un vrai signal de données sur la base de propriétés locales des données, puis une estimation du bruit des données est conduite à partir du vrai signal. Enfin, on compare une mesure du bruit estimé avec les propriétés d'un ajustement linéaire de la série de données.

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