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Which of the following statement is incorrect with respect to outliers?

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Which of the following statement is incorrect with respect to outliers?

(a) Outliers can have varying degrees of influence

(b) Outliers can be the result of spurious or real processes

(c) Outliers cannot conform to the regression relationship

(d) None of the mentioned

I had been asked this question in a job interview.

This interesting question is from Residual Variation and Multivariate in division Statistical Inference and Regression Models of Data Science

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Best answer
The correct choice is (c) Outliers cannot conform to the regression relationship

Best explanation: Outliers can conform to the regression relationship.

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