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Основной контент книги Multivariable Model - Building
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Volume 323 pages

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Multivariable Model - Building

A Pragmatic Approach to Regression Anaylsis based on Fractional Polynomials for Modelling Continuous Variables
authors
patrick royston,
willi sauerbrei
Читайте только на Литрес

The book cannot be downloaded as a file, but can be read in our app or online on the website.

$181.20

About the book

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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Age restriction:
0+
Release date on Litres:
21 August 2019
Volume:
323 p.
ISBN:
9780470770788
Total size:
8.6 МБ
Total number of pages:
323
Copyright holder:
John Wiley & Sons Limited
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Multivariable Model - Building
Patrick Royston и др.
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