Cure models : methods, applications, and implementation

Author(s)
    • Peng, Yingwei
    • Yu, Binbing
Bibliographic Information

Cure models : methods, applications, and implementation

Yingwei Peng, Binbing Yu

(Chapman & Hall/CRC biostatistics series)

Chapman & Hall/CRC, 2021

  • pbk.

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Description and Table of Contents

Description

Covers statistical concepts, methods and applications related to all aspects of survival analysis with cure, integration of insights gained from statistical analysis to decision-marking and inference in cancer research Self-contained as sufficient the technical details and statistical background are provided to make its materials easy to grasp Timely book on most relevant and important issues on cure models by experienced statistical researchers Includes Applications to real-life problems Inclusion of R codes for some of the novel methods and high-impact studies

Table of Contents

1. Introduction. 2. The Parametric Cure Model. 3. The Semiparametric and Nonparametric Cure Models. 4. Cure Models for Multivariate Survival Data and Competing Risks. 5. Joint Modeling of Longitudinal and Survival Data with a Cure Fraction. 6. Testing the Existence of Cured Subjects and Sufficient Follow-up. 7. Bayesian Cure Model. 8. Analysis of Population-Based Cancer Survival Data. 9. Design and Analysis of Cancer Clinical Trials.

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Details
  • NCID
    BC16811248
  • ISBN
    • 9780367690748
  • Country Code
    us
  • Title Language Code
    eng
  • Text Language Code
    eng
  • Place of Publication
    Boca Raton
  • Pages/Volumes
    xvi, 251 p.
  • Size
    24 cm
  • Classification
  • Subject Headings
  • Parent Bibliography ID
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