Dynamic prediction in clinical survival analysis
by
 
Houwelingen, J. C. van.

Title
: 
Dynamic prediction in clinical survival analysis

Author
: 
Houwelingen, J. C. van.

ISBN
: 
9781439835432

Publication Information
: 
Boca Raton : CRC Press, 2012.

Physical Description
: 
xiv, 234 p. : ill.

Series
: 
Monographs on statistics and applied probability ; 123

Series Title
: 
Monographs on statistics and applied probability ; 123

Contents
: 
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.

Abstract
: 
"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.

Subject Term
: 
Survival analysis (Biometry)

Added Author
: 
Putter, Hein.

Electronic Access
: 
Distributed by publisher. Purchase or institutional license may be required for access.


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book289910-1001ONLINEElektronik Kütüphane