Semiparametric Regression

Name: Semiparametric Regression
Price: 22.83 USD
Availability: InStock
ISBN: 9780521785167

ISBN-10: 0521785162

ISBN-13: 9780521785167

Edition: 2003

Authors: David Ruppert, M. P. Wand, R. J. Carroll, R. Gill, B. D. Ripley

List price: $62.99

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Science abounds with problems where the data are noisy and the answer is not a straight line. Semiparametric regression analysis helps make sense of such data in application areas that include engineering, finance, medicine and public health. The book is geared towards researchers and professionals with little background in regression as well as statistically oriented scientists (biostatisticians, econometricians, quantitative social scientists, and epidemiologists) with knowledge of regression and the desire to begin using more flexible semiparametric models.

Book details

List price: $62.99
Copyright year: 2003
Publisher: Cambridge University Press
Publication date: 7/14/2003
Binding: Paperback
Pages: 404
Size: 7.01" wide x 9.96" long x 0.75" tall
Weight: 1.760
Language: English




Introduction



Parametric regression



Scatterplot smoothing



Mixed models



Automatic scatterplot smoothing



Inference



Simple semiparametric models



Additive models



Semiparametric mixed models



Generalized parametric regression



Generalized additive models



Interaction models



Bivariate smoothing



Variance function estimation



Measurement error



Bayesian semiparametric regression



Spatially adaptive smoothing



Analyses



Epilogue



Technical complements



Computational issues