Nonparametric Regression and Generalized Linear Models: A roughness penalty approach

by Bernard W. Silverman and P.J. Green

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