Dynamic prediction in clinical survival analysis / Hans van Houwelingen, Hein Putter.
Material type:
- 9781439835333
- Also available as an electronic resource.
Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
---|---|---|---|---|---|---|---|
Books | ISI Library, Kolkata NBHM Collection | 000SB:615.580724 H844 (Browse shelf(Opens below)) | Available | 133339 |
Browsing ISI Library, Kolkata shelves, Shelving location: NBHM Collection Close shelf browser (Hides shelf browser)
No cover image available | ||||||||
000SB:615.1 Se478 Statistical issues in drug development | 000SB:615.19 J94 Introduction to statistics in early phase trials | 000SB:615.50724 B534 Bayesian adaptive methods for clinical trials / | 000SB:615.580724 H844 Dynamic prediction in clinical survival analysis / | 000SB:615.9 K92 Statistics in toxicology | 000SB:615 C771 Introduction to statistical methods for clinical trials | 000SB:615 J94 Sample sizes for clinical trials |
Includes bibliographical references and index.
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.
"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.
Also available as an electronic resource.
There are no comments on this title.