Clinical Prediction Models A Practical Approach to Development, Validation, and Updating

Name: Clinical Prediction Models A Practical Approach to Development, Validation, and Updating
Availability: InStock
ISBN: 9783030163983

ISBN-10: 3030163989

ISBN-13: 9783030163983

Edition: 2nd 2019

Authors: Ewout W. Steyerberg

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Description:

The second edition of this volume provides insight and practical illustrations on how modern statistical concepts and regression methods can be applied in medical prediction problems, including diagnostic and prognostic outcomes. Many advances have been made in statistical approaches towards outcome prediction, but a sensible strategy is needed for model development, validation, and updating, such that prediction models can better support medical practice. There is an increasing need for personalized evidence-based medicine that uses an individualized approach to medical decision-making. In this Big Data era, there is expanded access to large volumes of routinely collected data and an…

Book details

Edition: 2nd
Copyright year: 2019
Publisher: Springer International Publishing AG
Publication date: 8/1/2019
Binding: Hardcover
Pages: 558
Size: 6.10" wide x 9.25" long
Weight: 2.486
Language: English