Nonparametric Regression and Generalized Linear Models: A roughness penalty approach
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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 regression problems, in those approached by generalized linear modelling, and in many other contexts...
Format:Hardcover
Language:English
ISBN:0412300400
ISBN13:9780412300400
Release Date:May 1993
Publisher:CRC Press
Length:194 Pages
Weight:0.88 lbs.
Dimensions:0.6" x 6.1" x 9.3"
Grade Range:Postsecondary and higher
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