Non-parametric Regression:
Non-parametric regression methods are aimed at describing a relationship between the dependent and independent variables without specifying the form of the relationship between them a priori.
See also: Regression analysis
This course will teach you the basic theory and application of the bootstrap family of procedures with the emphasis on applications.