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Can anyone explain the assumptions of linear regressions?

If possible with an example?

Is this really important to check these assumptions before proceeding?

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  • $\begingroup$ There are some but one of them which is really important is iid and you can't believe the importance of that. $\endgroup$ Dec 18 '18 at 19:57
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Here are the links I have found:

https://en.wikipedia.org/wiki/Linear_regression#Assumptions

https://www.statisticssolutions.com/assumptions-of-linear-regression/

http://r-statistics.co/Assumptions-of-Linear-Regression.html

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