Dynamic prediction in clinical survival analysis [electronic resource] / Hans C. van Houwelingen, Hein Putter.
Houwelingen, J. C. van.; Putter, Hein.
2012
QH323.5 .H68 2012
Available Online

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Title Dynamic prediction in clinical survival analysis [electronic resource] / Hans C. van Houwelingen, Hein Putter.
Author Houwelingen, J. C. van.
ISBN 9781439835333
9781439835432 (electronic book)
Imprint Boca Raton, Fla. : CRC Press, 2012.
Language English
Description xvi, 231 p. : ill.
Call Number QH323.5 .H68 2012
Dewey Decimal Classification 615.580724
Summary "In the last twenty years, dynamic prediction models have been extensively used to monitor patient prognosis in survival analysis. Written by one of the pioneers in the area, this book synthesizes these developments in a unified framework. It covers a range of models, including prognostic and dynamic prediction of survival using genomic data and time-dependent information. The text includes numerous examples using real data that is taken from the authors collaborative research. R programs are provided for implementing the methods"--Provided by publisher.
Note "A Chapman & Hall book."
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Added Author Putter, Hein.
Series Monographs on statistics and applied probability ; 123.
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The special nature of survival data
Cox regression model
Measuring the predictive value of a Cox model
Calibration and revision of Cox models
Mechanisms explaining violation of the Cox model
Non-proportional hazards models
Dealing with non-proportional hazards
Dynamic predictions using biomarkers
Dynamic prediction in multi-state models
Dynamic prediction in chronic disease
Penalized Cox models
Dynamic prediction based on genomic data.

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