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- W1585888969 abstract "High leverage collinearity influential observations are those high leverage points that change the multicollinearity pattern of a data. It is imperative to identify these points as they are responsible for misleading inferences on the fitting of a regression model. Moreover, identifying these observations may help statistics practitioners to solve the problem of multicollinearity, which is caused by high leverage points. A diagnostic plot is very useful for practitioners to quickly capture abnormalities in a data. In this paper, we propose new diagnostic plots to identify high leverage collinearity influential observations. The merit of our proposed diagnostic plots is confirmed by some well-known examples and Monte Carlo simulations." @default.
- W1585888969 created "2016-06-24" @default.
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- W1585888969 date "2015-06-01" @default.
- W1585888969 modified "2023-10-07" @default.
- W1585888969 title "Diagnostic plot for the identification of high leverage collinearity-influential observations" @default.
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