Compute the vector <math>\beta = \{ \beta_1, \beta_2, ..., \beta_k \}</math> using [[wp:Ordinary least squares|ordinary least squares]] regression using the following equation:
You can assume <i> y </i> is given to you as a vector (a one-dimensional array), and <i> X </i> is given to you as a two-dimensional array (i.e. matrix).