Clinical Prediction Models

A Practical Approach to Development, Validation, and Updating

Nonfiction, Health & Well Being, Medical, Reference, Biostatistics, Specialties, Internal Medicine, General, Science & Nature, Mathematics
Cover of the book Clinical Prediction Models by Ewout W. Steyerberg, Springer New York
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Ewout W. Steyerberg ISBN: 9780387772448
Publisher: Springer New York Publication: December 16, 2008
Imprint: Springer Language: English
Author: Ewout W. Steyerberg
ISBN: 9780387772448
Publisher: Springer New York
Publication: December 16, 2008
Imprint: Springer
Language: English

Prediction models are important in various fields, including medicine, physics, meteorology, and finance. Prediction models will become more relevant in the medical field with the increase in knowledge on potential predictors of outcome, e.g. from genetics. Also, the number of applications will increase, e.g. with targeted early detection of disease, and individualized approaches to diagnostic testing and treatment. The current era of evidence-based medicine asks for an individualized approach to medical decision-making. Evidence-based medicine has a central place for meta-analysis to summarize results from randomized controlled trials; similarly prediction models may summarize the effects of predictors to provide individu- ized predictions of a diagnostic or prognostic outcome. Why Read This Book? My motivation for working on this book stems primarily from the fact that the development and applications of prediction models are often suboptimal in medical publications. With this book I hope to contribute to better understanding of relevant issues and give practical advice on better modelling strategies than are nowadays widely used. Issues include: (a) Better predictive modelling is sometimes easily possible; e.g. a large data set with high quality data is available, but all continuous predictors are dich- omized, which is known to have several disadvantages.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Prediction models are important in various fields, including medicine, physics, meteorology, and finance. Prediction models will become more relevant in the medical field with the increase in knowledge on potential predictors of outcome, e.g. from genetics. Also, the number of applications will increase, e.g. with targeted early detection of disease, and individualized approaches to diagnostic testing and treatment. The current era of evidence-based medicine asks for an individualized approach to medical decision-making. Evidence-based medicine has a central place for meta-analysis to summarize results from randomized controlled trials; similarly prediction models may summarize the effects of predictors to provide individu- ized predictions of a diagnostic or prognostic outcome. Why Read This Book? My motivation for working on this book stems primarily from the fact that the development and applications of prediction models are often suboptimal in medical publications. With this book I hope to contribute to better understanding of relevant issues and give practical advice on better modelling strategies than are nowadays widely used. Issues include: (a) Better predictive modelling is sometimes easily possible; e.g. a large data set with high quality data is available, but all continuous predictors are dich- omized, which is known to have several disadvantages.

More books from Springer New York

Cover of the book Strategic ICT Planning in Pathology by Ewout W. Steyerberg
Cover of the book Residue Reviews by Ewout W. Steyerberg
Cover of the book National Intellectual Capital and the Financial Crisis in Indonesia, Malaysia, The Philippines, and Thailand by Ewout W. Steyerberg
Cover of the book Neurochemical Mechanisms in Disease by Ewout W. Steyerberg
Cover of the book Pharmaceutical Microscopy by Ewout W. Steyerberg
Cover of the book The Complete Resource on Pediatric Office Emergency Preparedness by Ewout W. Steyerberg
Cover of the book Reviews of Environmental Contamination and Toxicology by Ewout W. Steyerberg
Cover of the book Cancer and the Heart by Ewout W. Steyerberg
Cover of the book Infant Depression by Ewout W. Steyerberg
Cover of the book Office Gynecology by Ewout W. Steyerberg
Cover of the book System Dynamics for Mechanical Engineers by Ewout W. Steyerberg
Cover of the book Discovering and Developing Molecules with Optimal Drug-Like Properties by Ewout W. Steyerberg
Cover of the book Applied Pharmacometrics by Ewout W. Steyerberg
Cover of the book The Genetics of Obesity by Ewout W. Steyerberg
Cover of the book Inherited Cancer Syndromes by Ewout W. Steyerberg
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy