Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
We’ll start with the equation of the linear regression model as follows: The linear regression model (Image by Author) In the above equation, y is the dependent variable, X is the matrix of regression variables, β is the vector of regression coefficients β_1, β_2, β_3, …, β_k containing the