I am trying to understand wether I am allowed to do a linear regression or if I am not respecting some assumptions.
It is my understanding that it is possible to confirm all assumptions by looking at the four plots R provides:
So, the first one should tell check the linear relationship assumptions.
The second one seems to be confirming normality
I am not sure about the third one, because I read that in order to confirm homogeneity of variance there should be a straight line, with equally spreaded points, which is not really the case.
I have no idea about what the last one is telling me, but I think it means that points 15 and 7 are very influential in the model.
Long question: What are plots 3 and 4 saying? Is there abnything I can do in order to respect assumptions better and proceed with the analysis of my regression?
Short question: Is the regression ok?
