Model-free curve estimation

Description:

Model-free curve estimation details the Fourier series approach to density estimation and explores how model-free technology can be expanded to deal with other statistical curves, such as survival and regression functions. It also describes the implementation of some curves for exploratory data analysis, including a specialized curve for detecting and analyzing hidden subpopulations in data and a family of curves useful for finding the best transformation and model to use in a statistical analysis.

subjects: Curve fitting,  Estimation theory,  Mathematical statistics,  Fourier series,  Real analysis,  Regression analysis,  Estimation, théorie de l',  Courbes empiriques,  Schattingstheorie,  Kurve,  Schätztheorie