Linear Regression, Regression Analysis, Matrix Algebra.
squares to estimate regression parameters. The least squares method finds the vector b by minimizing the sum of squared errors: This gives a vector b̂ which is an estimate of b. Using the observations on house age and price, the following illustrates the steps to calculate the parameters by using