Dirk F. Moore Applied Survival Analysis Using R (Paperback) Use R!

Description: Further DetailsTitle: Applied Survival Analysis Using RCondition: NewEAN: 9783319312439ISBN: 9783319312439Edition: 1st ed. 2016Publisher: Springer International Publishing AGFormat: PaperbackRelease Date: 05/20/2016Item Height: 235mmItem Length: 155mmAuthor: Dirk F. MooreLanguage: EnglishDescription: Applied Survival Analysis Using R covers the main principles of survival analysis, gives examples of how it is applied, and teaches how to put those principles to use to analyze data using R as a vehicle. Survival data, where the primary outcome is time to a specific event, arise in many areas of biomedical research, including clinical trials, epidemiological studies, and studies of animals. Many survival methods are extensions of techniques used in linear regression and categorical data, while other aspects of this field are unique to survival data. This text employs numerous actual examples to illustrate survival curve estimation, comparison of survivals of different groups, proper accounting for censoring and truncation, model variable selection, and residual analysis.Because explaining survival analysis requires more advanced mathematics than many other statistical topics, this book is organized with basic concepts and most frequently used procedures covered in earlier chapters, with more advanced topics near the end and in the appendices. A background in basic linear regression and categorical data analysis, as well as a basic knowledge of calculus and the R system, will help the reader to fully appreciate the information presented. Examples are simple and straightforward while still illustrating key points, shedding light on the application of survival analysis in a way that is useful for graduate students, researchers, and practitioners in biostatistics.Country/Region of Manufacture: CHGenre: Science Nature & MathBook Series: Use R!Topic: MedicineRelease Year: 2016 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.

Price: 90.45 USD

Location: 60543

End Time: 2025-01-18T02:36:59.000Z

Shipping Cost: 0 USD