What topics are covered in Survival Analysis Using SAS: A Practical Guide, Second Edition?

Survival Analysis Using SAS: A Practical Guide, Second Edition covers a range of essential topics including the fundamentals of survival analysis, survival distribution functions, and techniques for estimating survival functions. The book also delves into advanced methodologies such as Cox proportional hazards models and parametric survival models. With practical examples and SAS code, it serves both beginners and experienced researchers in understanding how to analyze time-to-event data effectively.

Who is the target audience for this book?

The target audience for Survival Analysis Using SAS: A Practical Guide, Second Edition includes statisticians, data analysts, and researchers in fields such as healthcare, engineering, and social sciences. It is particularly beneficial for those who need to apply survival analysis techniques in their work or studies. The book provides a balance of theoretical insights and practical applications, making it suitable for both students and professionals seeking to enhance their analytical skills using SAS.

Is prior knowledge of SAS required to understand this book?

While a basic understanding of SAS programming is helpful, it is not strictly required to grasp the concepts presented in Survival Analysis Using SAS: A Practical Guide, Second Edition. The authors take care to explain key statistical methods and how they can be implemented in SAS, making it accessible to readers with varying levels of expertise. For those new to SAS, accompanying tutorials and examples within the book provide valuable guidance for mastering the software.

Are there practical examples included in the book?

Yes, Survival Analysis Using SAS: A Practical Guide, Second Edition includes numerous practical examples that demonstrate the application of survival analysis techniques using real-world datasets. These examples illustrate how to perform analyses step-by-step, making it easier for readers to apply the concepts to their own data. This hands-on approach not only enhances understanding but also boosts confidence in utilizing SAS for survival analysis in various research scenarios.

What are some use cases of survival analysis in research?

Survival analysis has diverse applications in research fields such as medicine, epidemiology, and engineering. For example, in clinical research, it can be used to determine the time until an event occurs, like patient recovery or death, allowing researchers to assess the efficacy of new treatments. In engineering, survival analysis can help predict the lifespan of machinery based on time-to-failure data. These insights are crucial for making informed decisions based on the likelihood of events over time.

What statistical methods are emphasized in this guide?

Survival Analysis Using SAS: A Practical Guide, Second Edition emphasizes several statistical methods including Kaplan-Meier estimators, Cox proportional hazards models, and life tables. These methods are pivotal for analyzing and interpreting survival data accurately. By providing detailed explanations and syntax for executing these analyses in SAS, the book empowers readers to effectively use these techniques in their own research contexts.

How does this edition differ from the first edition?

The second edition of Survival Analysis Using SAS: A Practical Guide incorporates updated methodologies and tools reflecting the latest advancements in statistical analysis. Enhancements include more refined examples, additional SAS code snippets, and clarified explanations for complex topics. Readers will find that this edition offers a richer, more comprehensive approach to survival analysis, catering to the growing needs of researchers and professionals in an evolving data landscape.

Can this book help in preparing for SAS certification exams?

Yes, Survival Analysis Using SAS: A Practical Guide, Second Edition can be a valuable resource for individuals preparing for SAS certification exams. The book covers essential survival analysis concepts along with practical exercises, which can bolster comprehension and readiness for the exam. Candidates often find the book's structured approach and example-driven format beneficial in grasping the material required for certification, particularly those focusing on statistical programming.

Are there any supplementary materials available with the book?

Survival Analysis Using SAS: A Practical Guide, Second Edition typically does not come with supplementary materials, but readers have access to the SAS code used in examples throughout the book. Additionally, many users enhance their learning by participating in online forums or study groups where they can share experiences and ask questions regarding the book's content. Engaging with a community can provide further insight and practical tips for applying survival analysis techniques.

كيف تتسوق Survival Analysis Using SAS: A Practical Guide, عبر الانترنت من يوباى?

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Survival Analysis Using SAS: A Practical Guide, Second Edition

Survival Analysis Using SAS: A Practical Guide, Second Edition is an accessible, data-based introduction to methods of survival analysis.

منتج #: 23477617

Survival Analysis Using SAS: A Practical Guide, Second Edition

Q: Where can I buy Survival Analysis Using SAS: A Practical Guide, Second Edition in Lebanon?

You can purchase Survival Analysis Using SAS: A Practical Guide, Second Edition through Ubuy. Ubuy offers a convenient online shopping platform where you can find this book along with various other resources to assist in your learning journey. Their user-friendly interface and broad selection make it simple to acquire the book and enhance your knowledge of survival analysis using SAS.

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Survival Analysis Using SAS: A Practical Guide, Second Edition is an accessible, data-based introduction to methods of survival analysis.

Paperback

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أبرز ما يلفت الانتباه

Comprehensive Coverage

This practical guide provides extensive coverage of survival analysis techniques using SAS, equipping readers with the necessary tools to conduct in-depth analyses effectively.

User-Friendly Approach

Designed for practitioners, this second edition offers a straightforward approach with clear examples and step-by-step instructions, making complex concepts accessible to a broader audience.

Updated Content

Featuring the latest advancements in survival analysis, this edition includes new methodologies and improved SAS functionalities, ensuring that users are at the forefront of analytical practices.

تفاصيل المنتج

Easy to read and comprehensive, Survival Analysis Using SAS: A Practical Guide, Second Edition, by Paul D. Allison, is an accessible, data-based introduction to methods of survival analysis. Researchers who want to analyze survival data with SAS will find just what they need with this fully updated new edition that incorporates the many enhancements in SAS procedures for survival analysis in SAS 9. Although the book assumes only a minimal knowledge of SAS, more experienced users will learn new techniques of data input and manipulation. Numerous examples of SAS code and output make this an eminently practical book, ensuring that even the uninitiated become sophisticated users of survival analysis. The main topics presented include censoring, survival curves, Kaplan-Meier estimation, accelerated failure time models, Cox regression models, and discrete-time analysis. Also included are topics not usually covered in survival analysis books, such as time-dependent covariates, competing risks, and repeated events. Survival Analysis Using SAS: A Practical Guide, Second Edition, has been thoroughly updated for SAS 9, and all figures are presented using ODS graphics. This new edition also documents major enhancements to the STRATA statement in the LIFETEST procedure; includes a section on the PROBPLOT command, which offers graphical methods to evaluate the fit of each parametric regression model; introduces the new BAYES statement for both parametric and Cox models, which allows the user to do a Bayesian analysis using MCMC methods; demonstrates the use of the counting process syntax as an alternative method for handling time-dependent covariates; contains a section on cumulative incidence functions; and describes the use of the new GLIMMIX procedure to estimate random-effects models for discrete-time data.

Publisher	SAS Institute
Publication date	March 22, 2010
Edition	2nd ed.
Language	English
Print length	336 pages
ISBN-10	1599946408
ISBN-13	978-1599946405
Item Weight	1.75 pounds (790 grams)
Dimensions	8.25 x 0.76 x 11 inches (21 x 1.9 x 27.9 cm)

من يجب أن يشتري؟

Data Analysts
Ideal for data analysts needing practical skills in survival analysis using SAS software for real-world applications.
Students
Appropriate for students studying biostatistics or statistics, offering hands-on guidance in survival analysis techniques.
Researchers
Beneficial for researchers in medical and social sciences requiring statistical methodologies for analyzing time-to-event data.

Beginners
Not suitable for complete beginners in statistics who lack foundational knowledge of survival analysis concepts.

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أسئلة العملاء & الإجابات

سؤال: كيف تتسوق Survival Analysis Using SAS: A Practical Guide, عبر الانترنت من يوباى?

إجابه: من السهل التسوق في Survival Analysis Using SAS: A Practical Guide, عبر الإنترنت من يوباي. كل ما عليك فعله هو البحث عن المنتج واختيار طريقة الشحن الخاصة بك أثناء الدفع وسيتم توصيله الى عنوانك
سؤال: هل Survival Analysis Using SAS: A Practical Guide, متوفر للتسوق عبر الإنترنت في Lebanon؟

إجابه: نعم ، في يوباي Lebanon هذا المنتج متاح لك للتسوق بسعر مناسب. Survival Analysis Using SAS: A Practical Guide, غير متوفر محليًا ولكن يمكنك الوثوق بنا بخدماتنا للشحن السريع.
سؤال: كم من الوقت يستغرق الحصول على المنتج بعد تقديم الطلب؟

إجابه: يختلف وقت تسليم المنتج الذي طلبته حسب ما طلبته وطريقة الشحن التي اخترتها. يتم ذكر وقت التسليم المقدر أثناء عملية الدفع ، لذا كن مرتاحًا أثناء التسوق.

Biostatistics Editorial Review

The "Survival Analysis Using SAS: A Practical Guide, Second Edition" is a valuable resource for those seeking to expand their knowledge in survival models using SAS. Readers appreciate the practicality and impact it has had on their work, with one reviewer noting that they are already making a difference at their job after just 80 pages. The book is deemed as a great tutorial for individuals familiar with OLS and probit regression, looking to incorporate survival models into their skill set. The discrete time chapter is particularly praised for its practicality, making it a must-read for professionals working on mortgage PD analysis. Despite some mixed feedback regarding the level of difficulty, individuals with a foundational understanding of linear regression find it to be a clear and simple guide to survival analysis. Overall, the book is lauded for its gradual development of the subject matter and comprehensive overview of SAS procedures. However, it is suggested that those implementing survival analysis techniques may need additional resources to supplement their learning experience.

مراجعات العملاء وتقييماتهم

4.5

51 تقييمات العملاء

5 نجمة

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4 نجمة

18%
3 نجمة

8%
2 نجمة

0%
1 نجمة

3%

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إيجابيات

Practical and impactful for work
Valuable tutorial for incorporating survival models
Clear and simple guide for those with a foundational understanding of linear regression

سلبيات

Mixed feedback on the level of difficulty for individuals without an advanced statistics background

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معلومات مهمة

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المميزات والفوائد

Easy to read and comprehensive book
Includes numerous examples of SAS code and output
Covers topics not usually covered in survival analysis books
Thoroughly updated for SAS 9
Introduces new enhancements and features
Includes methods for handling time-dependent covariates and discrete-time data

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Survival Analysis Using SAS: A Practical Guide, Second Edition