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Survival Analysis in Medicine and Genetics
ISBN-13:
9781439893142
Veröffentl:
2013
Seiten:
381
Autor:
Jialiang Li
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
0 - No protection
Sprache:
Englisch
Beschreibung:
Using real data sets throughout, this text introduces the latest methods for analyzing high-dimensional survival data. With an emphasis on the applications of survival analysis techniques in genetics, it presents a statistical framework for burgeoning research in this area and offers a set of established approaches for statistical analysis. The book reveals a new way of looking at how predictors are associated with censored survival time and extracts novel statistical genetic methods for censored survival time outcome from the vast amount of research results in genomics.
Introduction: Examples and Basic Principles. Analysis Trilogy: Estimation, Test, and Regression. Analysis of Interval Censored Data. Special Modeling Methodology. Diagnostic Medicine for Survival Analysis. Survival Analysis with High-Dimensional Covariates. Bibliography. Index.
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