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Wiley Multivariable Modelling: A pragmatic approach based on fractional polynomials for continuous variables

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Description

Multivariable regression models are of fundamental importance in all areas of science in which empirical data must be analyzed. This book proposes a systematic approach to building such models based on standard principles of statistical modeling. The main emphasis is on the fractional polynomial method for modeling the influence of continuous variables in a multivariable context, a topic for which there is no standard approach. Existing options range from very simple step functions to highly complex adaptive methods such as multivariate splines with many knots and penalisation. This new approach, developed in part by the authors over the last decade, is a compromise which promotes interpretable, comprehensible and transportable models.

Product Specifications

Brand
Wiley
Format
hardcover
Domain
Amazon UK
Release Date
09 May 2008
Listed Since
08 May 2007

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