Model-Free Curve Estimation

1st Edition

Michael E. Tarter, Michael D. Lock

Chapman and Hall/CRC
Published December 16, 1993
Reference - 290 Pages
ISBN 9780412042515 - CAT# C4251
Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability


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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.