Applied Survival Analysis Using R (Use R!)

Dirk F. Moore

4,33 valoración promedio
( 3 valoraciones por Goodreads )

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.

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Dirk F. Moore is Associate Professor of Biostatistics at the Rutgers School of Public Health and the Rutgers Cancer Institute of New Jersey. He received a Ph.D. in biostatistics from the University of Washington in Seattle and, prior to joining Rutgers, was a faculty member in the Statistics Department at Temple University. He has published numerous papers on the theory and application of survival analysis and other biostatistics methods to clinical trials and epidemiology studies.

Review:

“This book describes the 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. ... The intended audience includes students taking a master's level course in statistical theory and analysts who need to work with survival time data. ... This is an excellent overview of the main principles of survival analysis and its applications with examples using R for the intended audience.” (Hemang B. Panchal, Doody’s Book Reviews, August, 2016)

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1.Applied Survival Analysis Using R

Editorial: Springer-Verlag Gmbh 2016-05-14 (2016)
ISBN 10: 331931243X ISBN 13: 9783319312439
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Descripción Springer-Verlag Gmbh 2016-05-14, 2016. Paperback. Estado de conservación: New. Nº de ref. de la librería NU-GRD-05403933

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2.Applied Survival Analysis Using R

Editorial: Springer International Publishing 2016-05-20, Berlin (2016)
ISBN 10: 331931243X ISBN 13: 9783319312439
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Blackwell's
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Descripción Springer International Publishing 2016-05-20, Berlin, 2016. paperback. Estado de conservación: New. Nº de ref. de la librería 9783319312439

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ISBN 10: 331931243X ISBN 13: 9783319312439
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Descripción Estado de conservación: New. Bookseller Inventory # ST331931243X. Nº de ref. de la librería ST331931243X

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4.Applied Survival Analysis Using R (Use R!)

Editorial: Springer (2016)
ISBN 10: 331931243X ISBN 13: 9783319312439
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Descripción Springer, 2016. Estado de conservación: New. Series: Use R! Num Pages: 240 pages, 40 black & white illustrations, 26 colour illustrations, 7 black & white tables, 26 colou. BIC Classification: MBNS; PBT. Category: (G) General (US: Trade). Dimension: 157 x 233 x 18. Weight in Grams: 376. . 2016. 1st ed. 2016. Paperback. . . . . . Nº de ref. de la librería V9783319312439

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5.Applied Survival Analysis Using R

Editorial: Springer-Verlag Gmbh 2016-05-14 (2016)
ISBN 10: 331931243X ISBN 13: 9783319312439
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Chiron Media
(Wallingford, Reino Unido)
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Descripción Springer-Verlag Gmbh 2016-05-14, 2016. Estado de conservación: New. Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Nº de ref. de la librería NU-LBR-01850614

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6.Applied Survival Analysis Using R

ISBN 10: 331931243X ISBN 13: 9783319312439
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Descripción Paperback. Estado de conservación: New. Not Signed; 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 bi. book. Nº de ref. de la librería ria9783319312439_rkm

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7.Applied Survival Analysis Using R (Use R!)

Editorial: Springer
ISBN 10: 331931243X ISBN 13: 9783319312439
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Descripción Springer. Estado de conservación: New. Series: Use R! Num Pages: 240 pages, 40 black & white illustrations, 26 colour illustrations, 7 black & white tables, 26 colou. BIC Classification: MBNS; PBT. Category: (G) General (US: Trade). Dimension: 157 x 233 x 18. Weight in Grams: 376. . 2016. 1st ed. 2016. Paperback. . . . . Books ship from the US and Ireland. Nº de ref. de la librería V9783319312439

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8.Applied Survival Analysis Using R

Editorial: Springer Verlag (2016)
ISBN 10: 331931243X ISBN 13: 9783319312439
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Revaluation Books
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Descripción Springer Verlag, 2016. Paperback. Estado de conservación: Brand New. 9.00x6.00x0.75 inches. In Stock. Nº de ref. de la librería __331931243X

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9.Applied Survival Analysis Using R (Use R!)

Editorial: Springer (2016)
ISBN 10: 331931243X ISBN 13: 9783319312439
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Descripción Springer, 2016. Estado de conservación: New. Nº de ref. de la librería GH9783319312439

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10.Applied Survival Analysis Using R

Editorial: Springer (2016)
ISBN 10: 331931243X ISBN 13: 9783319312439
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Descripción Springer, 2016. Paperback. Estado de conservación: NEW. 9783319312439 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Nº de ref. de la librería HTANDREE01023246

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