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Statistical inference on residual life / / by Jong-Hyeon Jeong



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Autore: Jeong Jong-Hyeon Visualizza persona
Titolo: Statistical inference on residual life / / by Jong-Hyeon Jeong Visualizza cluster
Pubblicazione: New York, NY : , : Springer New York : , : Imprint : Springer, , 2014
Edizione: 1st ed. 2014.
Descrizione fisica: 1 online resource (208 p.)
Disciplina: 519.2/2
519.22
519.5
Soggetto topico: Statistics
Biometry
Epidemiology
Statistics for Life Sciences, Medicine, Health Sciences
Biostatistics
Note generali: Description based upon print version of record.
Nota di bibliografia: Includes bibliographical references and index.
Nota di contenuto: Introduction -- Inference on Mean Residual Life -- Quantile Residual Life -- Quantile Residual Life under Competing Risks -- Other Methods for Inference on Quantiles -- Study Design based on Quantile (Residual) Life -- Appendix: R codes -- References -- Index.
Sommario/riassunto: This is a monograph on the concept of residual life, which is an alternative summary measure of time-to-event data, or survival data. The mean residual life has been used for many years under the name of life expectancy, so it is a natural concept for summarizing survival or reliability data. It is also more interpretable than the popular hazard function, especially for communications between patients and physicians regarding the efficacy of a new drug in the medical field. This book reviews existing statistical methods to infer the residual life distribution. The review and comparison includes existing inference methods for mean and median, or quantile, residual life analysis through medical data examples. The concept of the residual life is also extended to competing risks analysis. The targeted audience includes biostatisticians, graduate students, and PhD (bio)statisticians. Knowledge in survival analysis at an introductory graduate level is advisable prior to reading this book.
Titolo autorizzato: Statistical inference on residual life  Visualizza cluster
ISBN: 1-4939-0005-6
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910300159803321
Lo trovi qui: Univ. Federico II
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Serie: Statistics for Biology and Health, . 1431-8776