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Multivariable Model Building A Pragmatic Approach To Regression Analysis Based On Fractional Polynomials For Modelling Continuous Variables 1st Edition Patrick Royston

  • SKU: BELL-1913466
Multivariable Model Building A Pragmatic Approach To Regression Analysis Based On Fractional Polynomials For Modelling Continuous Variables 1st Edition Patrick Royston
$ 31.00 $ 45.00 (-31%)

4.3

38 reviews

Multivariable Model Building A Pragmatic Approach To Regression Analysis Based On Fractional Polynomials For Modelling Continuous Variables 1st Edition Patrick Royston instant download after payment.

Publisher: Wiley
File Extension: PDF
File size: 8.38 MB
Pages: 324
Author: Patrick Royston, Willi Sauerbrei
ISBN: 9780470028421, 0470028424
Language: English
Year: 2008
Edition: 1

Product desciption

Multivariable Model Building A Pragmatic Approach To Regression Analysis Based On Fractional Polynomials For Modelling Continuous Variables 1st Edition Patrick Royston by Patrick Royston, Willi Sauerbrei 9780470028421, 0470028424 instant download after payment.

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.

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