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Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues
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Analysis of Survival Data with Dependent Censoring - Copula-Based Approaches (Paperback, 1st ed. 2018)
Loot Price: R1,623
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Analysis of Survival Data with Dependent Censoring - Copula-Based Approaches (Paperback, 1st ed. 2018)
Series: JSS Research Series in Statistics
Expected to ship within 12 - 17 working days
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This book introduces readers to copula-based statistical methods
for analyzing survival data involving dependent censoring.
Primarily focusing on likelihood-based methods performed under
copula models, it is the first book solely devoted to the problem
of dependent censoring. The book demonstrates the advantages of the
copula-based methods in the context of medical research, especially
with regard to cancer patients' survival data. Needless to say, the
statistical methods presented here can also be applied to many
other branches of science, especially in reliability, where
survival analysis plays an important role. The book can be used as
a textbook for graduate coursework or a short course aimed at
(bio-) statisticians. To deepen readers' understanding of
copula-based approaches, the book provides an accessible
introduction to basic survival analysis and explains the
mathematical foundations of copula-based survival models.
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