The error term is assumed to be normally distributed, which implies that the estimates of your terms also follow a normal distribution. This last point is derived from a property of
normally distributed random variables that you may have discussed in your statistics class; that is, a linear combination of a normally distributed random variable results in another
normally distributed random variable.