here are four conditions that should be at least approximately true for linear regression.  A QQ plot of the residuals can be used to check which of the following conditions: 1. The distribution of the values of y at each value of x should be normal AND there should be no extreme outliers 2.   A straight line is the best model to describe the association between x and y, AND the variance of the values of y at each value of x should be the same     3. The distribution of the values of y at each value of x should be normal AND a straight line is the best model to describe the association between x and y

MATLAB: An Introduction with Applications
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ISBN:9781119256830
Author:Amos Gilat
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Chapter1: Starting With Matlab
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There are four conditions that should be at least approximately true for linear regression. 

A QQ plot of the residuals can be used to check which of the following conditions:

1. The distribution of the values of y at each value of x should be normal AND there should be no extreme outliers

2.

 

A straight line is the best model to describe the association between x and y, AND the variance of the values of y at each value of x should be the same

 

 

3. The distribution of the values of y at each value of x should be normal AND a straight line is the best model to describe the association between x and y

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