Nonparametric Regression and Generalized Linear Models : A roughness penalty approach, PDF eBook

Nonparametric Regression and Generalized Linear Models : A roughness penalty approach PDF

Part of the Chapman & Hall/CRC Monographs on Statistics and Applied Probability series

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In recent years, there has been a great deal of interest and activity in the general area of nonparametric smoothing in statistics.

This monograph concentrates on the roughness penalty method and shows how this technique provides a unifying approach to a wide range of smoothing problems.

The method allows parametric assumptions to be realized in re

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