Semiparametric Regression (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 12)

Ruppert, David

ISBN 10: 0521785162 / ISBN 13: 9780521785167

Published by Cambridge University Press, 2003

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Bibliographic Details

• Title: Semiparametric Regression (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 12)
• Publisher: Cambridge University Press
• Publication Date: 2003
• Language: English
• ISBN 10: 0521785162
• ISBN 13: 9780521785167
• Binding: Paperback
• Condition: new

About this title

Synopsis

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. Author resource page: http://www.stat.tamu.edu/~carroll/semiregbook/

Book Description

Science abounds with problems where the data are noisy and the answer is not a straight line. Semiparametric regression aims to make sense of such data. Application areas include engineering, finance, medicine and public health. Semiparametric Regression Modeling explains this topic in a concise and modular fashion. The book is pitched towarards researchers and pro fessionals with little background in regression and statistically oriented scientists, such as biostatisticians, econometricians, quantitative social scientists, epidemiologists, with a good working knowledge of regression and the desire to begin using more flexible semiparametric models.