Linear Regression, Regression Analysis, Matrix Algebra.
predictors for a house. b is a (2, 1) dimension vector of parameters. ϵ is a (n x 1) dimension vector of errors. The linear regression model can now be written as: y = Xb + ϵ Estimating Regression Parameters Using Matrices As explained in the previous section, we will use the method of least