Data Intelligence, Business Analytics
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Event History Analysis with R Göran Broström, Professor emeritus of statistics, Centre for Population Studies, Umeå University Event History Analysis with R presents an introduction to survival and event history analysis, with an emphasis on using the R software for implementation of the methods. It focuses on practical applications in the fields of demography, epidemiology, and econometrics. Keeping mathematical details to a minimum, the author covers key topics, including both discrete and continuous time data, parametric proportional hazards, and accelerated failure times. |
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Flexible Imputation of Missing Data Stef van Buuren, TNO Quality of Life, Leiden, The Netherlands A practical guide for handling missing data, Flexible Imputation of Missing Data provides a flexible and accessible framework for multiple imputation along with strategies for obtaining effective solutions to these problems. All of the analyses can be replicated in R using the dedicated package MICE, which was developed by the author. |
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R for Statistics Pierre-Andre Cornillon, Arnaud Guyader, Francois Husson, Nicolas Jegou, Julie Josse, Maela Kloareg, Eric Matzner-Lober, and Laurent Rouvière R for Statistics explores the use of R for classical statistical analysis. The first half of the book introduces R, data manipulation and visualization, statistical models, graphics, and R programming. The second half presents various statistical analysis techniques using R. |
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The R Primer Claus Thorn Ekstrøm, University of Copenhagen, Frederiksberg, Denmark The R Primer presents concise examples and solutions to R problems frequently encountered by new users of this statistical software. Numerous examples illustrate a specific situation, topic, or problem, including data importing, data management, classical statistical analyses, and high-quality graphics production. Also available in eBook. |
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