Handout 5
Best Linear Unbiased Estimator (BLUE)
Why and when BLUE is needed?
Derivation of BLUE for scalar parameter
Extension to vector parameter
Solved examples include DC estimation in additive colored noise of general distribution
Proof that BLUE is MVU and efficient if Noise is Gaussian and data is linear in the parameters