Science/Engineering Survival Analysis Using S: Analysis of Time-to-Event Data (repost) (1584884088)

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Mara Tableman, Jong Sung Kim, "Survival Analysis Using S: Analysis of Time-to-Event Data"

Survival Analysis Using S: Analysis of Time-to-Event Data is designed as a text for a one-semester or one-quarter course in survival analysis for upper-level or graduate students in statistics, biostatistics, and epidemiology. Prerequisites are a standard pre-calculus first course in probability and statistics, and a course in applied linear regression models. No prior knowledge of S or R is assumed. A wide choice of exercises is included, some intended for more advanced students with a first course in mathematical statistics. The authors emphasize parametric log-linear models, while also detailing nonparametric procedures along with model building and data diagnostics. Medical and public health researchers will find the discussion of cut point analysis with bootstrap validation, competing risks and the cumulative incidence estimator, and the analysis of left-truncated and left-censored data invaluable. The bootstrap procedure checks robustness of cut point analysis and determines cut point(s). In a chapter written by Stephen Portnoy, censored regression quantiles - a new nonparametric regression methodology (2003) - is developed to identify important forms of population heterogeneity and to detect departures from traditional Cox models. By generalizing the Kaplan-Meier estimator to regression models for conditional quantiles, this methods provides a valuable complement to traditional Cox proportional hazards approaches.

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	Science/Engineering Applied Survival Analysis: Regression Modeling of Time to Event Data David W. Hosmer Jr., Stanley LemeshowApplied Survival Analysis: Regression Modeling of Time to Event DataWiley-Interscience \| ISBN: 0471154105 \| 1999 \| 408 pages \| PDF \| 3.8 MBA Practical, Up-To-Date Guide To Modern Methods In The Analysis ...
	Programming Neural Networks and Sea Time Series: Reconstruction and Extreme-Event Analysis Neural Networks and Sea Time Series: Reconstruction and Extreme-Event AnalysisPublisher: Birkhäuser Boston \| 2005-11-21 \| ISBN 0817643478 \| Pages: 180 \| PDF \| 2.8 MBIncreasingly, neural networks are used and implemented in a wide range of ...
	Survival Analysis Using S: Analysis of Time-to-Event Data (Texts in Statistical Science) Survival Analysis Using S: Analysis of Time-to-Event Data (Texts in Statistical Science)Chapman & Hall/CRC \| ISBN: 1584884088 \| 2003-07-28 \| PDF \| 280 pages \| 3 Mb Survival Analysis Using S: Analysis of Time-to-Event Data is designed a ...
	Study Design and Analysis of Clinical Trials with Time-to-Event Endpoints Karl E. Peace "Design and Analysis of Clinical Trials with Time-to-Event Endpoints"Chapman & Hall/CRC \| English \| 2009-04-23 \| ISBN: 1420066390 \| 616 pages \| PDF \| 5 MBThis resource provides a thorough presentation of the design, monito ...
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	Technical Survival and Event History Analysis: A Process Point of View Odd O. Aalen, Ornulf Borgan, Hakon K. Gjessing, "Survival and Event History Analysis: A Process Point of View" Springer \| 2008 \| ISBN: 0387202870 \| 540 pages \| PDF \| 3,5 MB The aim of this book is to bridge the gap between standard text ...

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