Assessing local influenceusing robust diagnostic in linear regression
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Abstract
A new method is suggested to study local influence in linear regression model by inserting a high-breakdown point estimation in projection matrix.It is shown that this method is effective to identify the joint influence and masking effects appeared in leverage points.Three examples are analyzed for illustration.
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