By Jialiang Li,Shuangge Ma
ISBN-10: 143989311X
ISBN-13: 9781439893111
Using genuine info units all through, Survival research in medication and Genetics introduces the most recent equipment for interpreting high-dimensional survival facts. It offers thorough insurance of modern statistical advancements within the clinical and genetics fields.
The textual content often addresses unique matters of the survival version. After overlaying the basics, it discusses period censoring, nonparametric and semiparametric threat regression, multivariate survival information research, the sub-distribution technique for competing hazards information, the therapy expense version, and Bayesian inference tools. The authors then specialize in time-dependent diagnostic medication and high-dimensional genetic facts research. a number of the equipment are illustrated with scientific examples.
Emphasizing the purposes of survival research innovations in genetics, this publication offers a statistical framework for burgeoning study during this region and gives a suite of validated ways for statistical research. It unearths a brand new method of taking a look at how predictors are linked to censored survival time and extracts novel statistical genetic tools for censored survival time consequence from the substantial quantity of analysis leads to genomics.
Read or Download Survival Analysis in Medicine and Genetics (Chapman & Hall/CRC Biostatistics Series) PDF
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Survival Analysis in Medicine and Genetics (Chapman & Hall/CRC Biostatistics Series) by Jialiang Li,Shuangge Ma
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