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Advanced Survival Models by Catherine Legrand Hardcover Book
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eBay item number:364825919046
Item specifics
- Condition
- ISBN-13
- 9780367149673
- Book Title
- Advanced Survival Models
- ISBN
- 9780367149673
- Publication Year
- 2021
- Series
- Chapman and Hall/Crc Biostatistics Ser.
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Advanced Survival Models
- Item Length
- 9.2in
- Publisher
- CRC Press LLC
- Item Width
- 6.1in
- Item Weight
- 29.2 Oz
- Number of Pages
- 334 Pages
About this product
Product Information
Survival data analysis is a very broad field of statistics, encompassing a large variety of methods used in a wide range of applications, and in particular in medical research. During the last twenty years, several extensions of "classical" survival models have been developed to address particular situations often encountered in practice. This book aims to gather in a single reference the most commonly used extensions, such as frailty models (in case of unobserved heterogeneity or clustered data), cure models (when a fraction of the population will not experience the event of interest), competing risk models (in case of different types of event), and joint survival models for a time-to-event endpoint and a longitudinal outcome. Features Presents state-of-the art approaches for different advanced survival models including frailty models, cure models, competing risk models and joint models for a longitudinal and a survival outcome Uses consistent notation throughout the book for the different techniques presented Explains in which situation each of these models should be used, and how they are linked to specific research questions Focuses on the understanding of the models, their implementation, and their interpretation, with an appropriate level of methodological development for masters students and applied statisticians Provides references to existing R packages and SAS procedure or macros, and illustrates the use of the main ones on real datasets This book is primarily aimed at applied statisticians and graduate students of statistics and biostatistics. It can also serve as an introductory reference for methodological researchers interested in the main extensions of classical survival analysis.
Product Identifiers
Publisher
CRC Press LLC
ISBN-10
0367149672
ISBN-13
9780367149673
eBay Product ID (ePID)
9058364148
Product Key Features
Publication Name
Advanced Survival Models
Format
Hardcover
Language
English
Publication Year
2021
Series
Chapman and Hall/Crc Biostatistics Ser.
Type
Textbook
Number of Pages
334 Pages
Dimensions
Item Length
9.2in
Item Width
6.1in
Item Weight
29.2 Oz
Additional Product Features
Lc Classification Number
Qh323.5
Reviews
"The book provides, in a single reference, today's status of survival data modeling. Emphasis is on implementation and interpretation of the output of such models. The narrative and the technical style are nicely in balance, making the reading light and pleasant. The book includes a number of data sets, mainly from oncology, that are used to demonstrate the methodology via case studies, including details on the R and SAS programming. All chapters include a 'further reading' section, with important references for deeper digging into the subject. I highly recommended the text, not only for the applied statisticians working with time-to-event data but also for statisticians looking for a comprehensive single reference that provides an excellent overview of advanced survival modeling." - Paul Janssen, Hasselt University
Table of Content
1. Introduction 2. Classical Survival Analysis 3. Frailty Models 4. Cure Models 5. Competing Risks 6. Joint Modeling
Copyright Date
2021
Topic
Probability & Statistics / General, Environmental / General, Research, Life Sciences / Biology
Dewey Decimal
613.69015118
Dewey Edition
23
Illustrated
Yes
Genre
Technology & Engineering, Science, Mathematics, Medical
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