Poorly described section on normally distributed residuals

[keithmcnulty]

It was pointed out here that Section 4.5.3 implied that normality of residuals in linear regression is expected, which is not accurate. This needs to be rewritten to clarify that the normality of residuals is an assumption of linear regression, rather than an expectation.