Event History Analysis 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 Event History Analysis with R write by Göran Broström. This book was released on 2018-09-03. Event History Analysis with R available in PDF, EPUB and Kindle. With an emphasis on social science applications, Event History Analysis with R presents an introduction to survival and event history analysis using real-life examples. Keeping mathematical details to a minimum, the book covers key topics, including both discrete and continuous time data, parametric proportional hazards, and accelerated failure times. Features Introduces parametric proportional hazards models with baseline distributions like the Weibull, Gompertz, Lognormal, and Piecewise constant hazard distributions, in addition to traditional Cox regression Presents mathematical details as well as technical material in an appendix Includes real examples with applications in demography, econometrics, and epidemiology Provides a dedicated R package, eha, containing special treatments, including making cuts in the Lexis diagram, creating communal covariates, and creating period statistics A much-needed primer, Event History Analysis with R is a didactically excellent resource for students and practitioners of applied event history and survival analysis.
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.
Event History Analysis
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 Event History Analysis write by Paul David Allison. This book was released on 1984-11. Event History Analysis available in PDF, EPUB and Kindle. Drawing on recent "event history" analytical methods from biostatistics, engineering, and sociology, this clear and comprehensive monograph explains how longitudinal data can be used to study the causes of deaths, crimes, wars, and many other human events. Allison shows why ordinary multiple regression is not suited to analyze event history data, and demonstrates how innovative regression - like methods can overcome this problem. He then discusses the particular new methods that social scientists should find useful.
Survival and Event History Analysis
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 Survival and Event History Analysis write by Odd Aalen. This book was released on 2008-09-16. Survival and Event History Analysis available in PDF, EPUB and Kindle. The aim of this book is to bridge the gap between standard textbook models and a range of models where the dynamic structure of the data manifests itself fully. The common denominator of such models is stochastic processes. The authors show how counting processes, martingales, and stochastic integrals fit very nicely with censored data. Beginning with standard analyses such as Kaplan-Meier plots and Cox regression, the presentation progresses to the additive hazard model and recurrent event data. Stochastic processes are also used as natural models for individual frailty; they allow sensible interpretations of a number of surprising artifacts seen in population data. The stochastic process framework is naturally connected to causality. The authors show how dynamic path analyses can incorporate many modern causality ideas in a framework that takes the time aspect seriously. To make the material accessible to the reader, a large number of practical examples, mainly from medicine, are developed in detail. Stochastic processes are introduced in an intuitive and non-technical manner. The book is aimed at investigators who use event history methods and want a better understanding of the statistical concepts. It is suitable as a textbook for graduate courses in statistics and biostatistics.
Event History Modeling
Event History Modeling - 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 Event History Modeling write by Janet M. Box-Steffensmeier. This book was released on 2004-03-29. Event History Modeling available in PDF, EPUB and Kindle. Publisher Description
