Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
The transpose of a matrix results from interchanging the rows and columns of the matrix. It’s as if the matrix is turned on its side. Here is the regression matrix X and it’s transpose X’ (pronounced X prime): The transpose X’ of the regression matrix X (Image by Author) Multiplication of X’ and X: