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Outlier Detection Method in Linear Regression Based on Sum of Arithmetic Progression

We introduce a new nonparametric outlier detection method for linear series, which requires no missing or removed data imputation. For an arithmetic progression (a series without outliers) with n elements, the ratio (R) of the sum of the minimum and the maximum elements and the sum of all elements i...

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Hlavní autoři: Adikaram, K. K. L. B., Hussein, M. A., Effenberger, M., Becker, T.
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi Publishing Corporation 2014
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4121229/
https://ncbi.nlm.nih.gov/pubmed/25121139
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/821623
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