Modern Parametric Statistics. Lecture 3

Nonparametric function estimation: $$$$ - White noise and regression models, generalized regression, density models. $$$$ - Sieve approximation, modeling bias, bias-variance decomposition. $$$$ - Model selection via unbiased risk estimation.