A Robust Ridge Regression Approach in the Presence of Both Multicollinearity and Outliers in the Data

Multicollinearity often leads to inconsistent and unreliable parameter estimates in regression analysis. This situation will be more severe in the presence of outliers it will cause fatter tails in the error distributions than the normal distributions. The wellknown procedure that is robust to multi...

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Bibliographic Details
Main Authors: Shariff, NSM, Ferdaos, NA
Format: Proceedings Paper
Language:English
en_US
Published: AMER INST PHYSICS 2024
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