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7 years ago in Regression Test By Ramesh B

Unusual observations in regression diagnostics

I have heard that in regression diagnostics there can be unusual observations. Is this true?

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All Answers (4 Answers In All)

By Fathima M Answered 7 years ago

Yes you heard it right. There is an unusual observation in regression diagnostics. The way through which it can be unusual is outliers. An observation with large residuals are known as outliers. You can also consider it as an observation in which the dependent-variable is unusual. An outlier usually indicates a data entry error.

By Isiaka Muhammad Answered 7 years ago

Ramesh, not just outliers, there is another way that an observation can be unusual. This is called influence. An observation is influential if by removing the observation, there are changes in the estimate of coefficients.

By Ramesh B Answered 7 years ago

Is there any other way that an observation can be unusual?

By Arjun Patel Answered 7 years ago

Yes there is. https://stats.idre.ucla.edu/sas/webbooks/reg/chapter2/regressionwith-saschapter-2-regression-diagnostics/ This site has all necessary information

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