Before revision: This model can be represented in matrix form as where the first column of ones in the design matrix allows estimation of the y-intercept while the second column contains the x-values associated with the corresponding y-values.
After revision: This model can be represented in matrix form as where the first column of 1s in the design matrix allows estimation of the y-intercept while the second column contains the x-values associated with the corresponding y-values.