Loss functions

Squared loss function

Properties of the CEF

Best Linear Predictor (BLP)

Properties of i.i.d. sampling

Mean Squared Error

Asymptotic properties of samples

Uniform Kernel Estimate

Matrix Algebra of Regressions

Limiting distribution of beta

CRM assumtions