Competing Risks and Multistate Models with R - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Competing Risks and Multistate Models with R write by Jan Beyersmann. This book was released on 2011-11-18. Competing Risks and Multistate Models with R available in PDF, EPUB and Kindle. This book covers competing risks and multistate models, sometimes summarized as event history analysis. These models generalize the analysis of time to a single event (survival analysis) to analysing the timing of distinct terminal events (competing risks) and possible intermediate events (multistate models). Both R and multistate methods are promoted with a focus on nonparametric methods.
Data Analysis with Competing Risks and Intermediate States
Data Analysis with Competing Risks and Intermediate States - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Analysis with Competing Risks and Intermediate States write by Ronald B. Geskus. This book was released on 2015-07-14. Data Analysis with Competing Risks and Intermediate States available in PDF, EPUB and Kindle. Data Analysis with Competing Risks and Intermediate States explains when and how to use models and techniques for the analysis of competing risks and intermediate states. It covers the most recent insights on estimation techniques and discusses in detail how to interpret the obtained results.After introducing example studies from the biomedical and
Introducing Survival and Event History Analysis
Introducing Survival and Event History Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Introducing Survival and Event History Analysis write by Melinda Mills. This book was released on 2011-01-19. Introducing Survival and Event History Analysis available in PDF, EPUB and Kindle. This book is an accessible, practical and comprehensive guide for researchers from multiple disciplines including biomedical, epidemiology, engineering and the social sciences. Written for accessibility, this book will appeal to students and researchers who want to understand the basics of survival and event history analysis and apply these methods without getting entangled in mathematical and theoretical technicalities. Inside, readers are offered a blueprint for their entire research project from data preparation to model selection and diagnostics. Engaging, easy to read, functional and packed with enlightening examples, ‘hands-on’ exercises, conversations with key scholars and resources for both students and instructors, this text allows researchers to quickly master advanced statistical techniques. It is written from the perspective of the ‘user’, making it suitable as both a self-learning tool and graduate-level textbook. Also included are up-to-date innovations in the field, including advancements in the assessment of model fit, unobserved heterogeneity, recurrent events and multilevel event history models. Practical instructions are also included for using the statistical programs of R, STATA and SPSS, enabling readers to replicate the examples described in the text.
The Statistical Analysis of Failure Time Data
The Statistical Analysis of Failure Time Data - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Statistical Analysis of Failure Time Data write by John D. Kalbfleisch. This book was released on 2011-01-25. The Statistical Analysis of Failure Time Data available in PDF, EPUB and Kindle. Contains additional discussion and examples on left truncationas well as material on more general censoring and truncationpatterns. Introduces the martingale and counting process formulation swillbe in a new chapter. Develops multivariate failure time data in a separate chapterand extends the material on Markov and semi Markovformulations. Presents new examples and applications of data analysis.
Multistate Models for the Analysis of Life History Data
Multistate Models for the Analysis of Life History Data - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Multistate Models for the Analysis of Life History Data write by Richard J Cook. This book was released on 2018-05-15. Multistate Models for the Analysis of Life History Data available in PDF, EPUB and Kindle. Multistate Models for the Analysis of Life History Data provides the first comprehensive treatment of multistate modeling and analysis, including parametric, nonparametric and semiparametric methods applicable to many types of life history data. Special models such as illness-death, competing risks and progressive processes are considered, as well as more complex models. The book provides both theoretical development and illustrations of analysis based on data from randomized trials and observational cohort studies in health research. It features: Discusses a wide range of applications of multistate models, Presents methods for both continuously and intermittently observed life history processes, Gives a thorough discussion of conditionally independent censoring and observation processes, Discusses models with random effects and joint models for two or more multistate processes, Discusses and illustrates software for multistate analysis that is available in R, Target audience includes those engaged in research and applications involving multistate models.
