Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
different ways. For example, we can formulate the problem as follows: Solving the above matrix equation results in the following estimates for the coefficients: Substituting the optimal coefficients in the E[ϵ²] expression will result in the optimal (minimum) MSE: Interpretation: If X and Y are