Analysis of Survival Data with Dependent Censoring

Copula-Based Approaches

Nonfiction, Health & Well Being, Medical, Reference, Biostatistics, Science & Nature, Mathematics, Statistics
Cover of the book Analysis of Survival Data with Dependent Censoring by Takeshi Emura, Yi-Hau Chen, Springer Singapore
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Takeshi Emura, Yi-Hau Chen ISBN: 9789811071645
Publisher: Springer Singapore Publication: April 5, 2018
Imprint: Springer Language: English
Author: Takeshi Emura, Yi-Hau Chen
ISBN: 9789811071645
Publisher: Springer Singapore
Publication: April 5, 2018
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer Singapore

Cover of the book A Guide to English–Russian and Russian–English Non-literary Translation by Takeshi Emura, Yi-Hau Chen
Cover of the book Computational Studies on Cultural Variation and Heredity by Takeshi Emura, Yi-Hau Chen
Cover of the book Historical Development of Human Cognition by Takeshi Emura, Yi-Hau Chen
Cover of the book Data Science by Takeshi Emura, Yi-Hau Chen
Cover of the book Advances in Computer, Communication and Control by Takeshi Emura, Yi-Hau Chen
Cover of the book Creativity, Culture, and Development by Takeshi Emura, Yi-Hau Chen
Cover of the book Collaborative Learner Autonomy by Takeshi Emura, Yi-Hau Chen
Cover of the book Detox Fashion by Takeshi Emura, Yi-Hau Chen
Cover of the book Clinical Anatomy of the Face for Filler and Botulinum Toxin Injection by Takeshi Emura, Yi-Hau Chen
Cover of the book Proceedings of 2nd International Conference on Micro-Electronics, Electromagnetics and Telecommunications by Takeshi Emura, Yi-Hau Chen
Cover of the book Electromagnetic Linear Machines with Dual Halbach Array by Takeshi Emura, Yi-Hau Chen
Cover of the book Cancer and Chronic Conditions by Takeshi Emura, Yi-Hau Chen
Cover of the book Proceedings of International Conference on Communication and Networks by Takeshi Emura, Yi-Hau Chen
Cover of the book Frequency Selective Surfaces based High Performance Microstrip Antenna by Takeshi Emura, Yi-Hau Chen
Cover of the book Offshore Platform Integration and Floatover Technology by Takeshi Emura, Yi-Hau Chen
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy