Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
variable ϵ. Thus, we have reached the following important result: Conditional variance of regression errors (Image by Author) Now, one of the chief assumptions in linear regression is the following: For any given value of the regression variables vector x_i, the mean value of the error term is not