Download Survival and Event History Analysis: A Process Point of View by Odd Aalen PDF

March 26, 2017 | Quality Control

By Odd Aalen

the purpose of this publication is to bridge the space among regular textbook types and more than a few versions the place the dynamic constitution of the knowledge manifests itself totally. the typical denominator of such versions is stochastic procedures. The authors convey how counting strategies, martingales, and stochastic integrals healthy very properly with censored facts. starting with usual analyses comparable to Kaplan-Meier plots and Cox regression, the presentation progresses to the additive chance version and recurrent occasion facts. Stochastic approaches also are used as average types for person frailty; they enable brilliant interpretations of a couple of remarkable artifacts noticeable in inhabitants data.The stochastic procedure framework is of course attached to causality. The authors exhibit how dynamic course analyses can include many sleek causality principles in a framework that takes the time point heavily. To make the cloth available to the reader, plenty of sensible examples, normally from drugs, are built intimately. Stochastic methods are brought in an intuitive and non-technical demeanour. The ebook is aimed toward investigators who use occasion historical past equipment and wish a greater realizing of the statistical ideas. it's compatible as a textbook for graduate classes in records and biostatistics.

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