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CRC Press Multivariate Survival Analysis and Competing Risks

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Description

Expand your statistical knowledge with Multivariate Survival Analysis and Competing Risks from CRC Press. While many textbooks focus on univariate survival analysis, this text provides a deep dive into the multivariate case, a topic rarely covered in such detail. It is an essential resource for researchers and students looking to move beyond basic survival models. This book guides readers through survival data, survival distributions, and frailty models. It covers complex topics such as parametric methods, multivariate data and distributions, copulas, and continuous failure. You will also explore parametric likelihood inference alongside non-parametric and semi-parametric methods. Designed for practical application, the text includes discussions on competing risks and counting processes. To help bridge the gap between theory and practice, the book provides many real-world examples, exercises, and R code. This makes it a functional tool for anyone working with complex survival data in medical, public health, or statistical research environments.

Key Features

Extends univariate survival analysis into the multivariate case for more comprehensive statistical modeling.

Covers essential advanced topics including competing risks, counting processes, and frailty models.

Includes R code and real-world examples to help apply theoretical concepts to practical data sets.

Provides in-depth instruction on copulas, multivariate distributions, and continuous failure analysis.

Offers a wide range of methods including parametric, non-parametric, and semi-parametric approaches.

Includes various exercises to reinforce learning and test understanding of survival distributions.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
17 April 2012
Listed Since
28 February 2011

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