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Survival Analysis Using the Proportional Hazards Model
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Survival Analysis Using the Proportional Hazards Model
SURV : SURV51
This course discusses survival analysis concepts with an emphasis on health care problems. The course focuses on the Cox proportional hazards model, not the parametric models, and is not designed for predictive modelers.
Learn How To
  • Perform exploratory data analysis using ODS Statistical Graphics.
  • Fit the proportional hazards model.
  • Assess the fit of the model.
  • Fit Cox proportional hazards models for repeated events and clustered observations.
    • Who Should Attend
    Biostatisticians, epidemiologists, social scientists, and physical scientists
    Prerequisites
    Before attending this course, you should:;
  • Be able to create SAS data sets and manipulate data. You can gain this experience from the SAS Programming 2: Data Manipulation Techniques course.
  • Have completed a statistics course such as the Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression or Statistics 2: ANOVA and Regression course.
    • SAS Products Covered
    SAS/STAT
    Course Outline
    Introduction to Survival Analysis
  • Survival analysis concepts.
  • Exploratory data analysis using survival curves.
    • Proportional Hazards Model
  • Introduction to the Cox proportional hazards model.
  • Model assessment.
  • Models with nonproportional hazards.
  • Model building and subset selection.
    • Advanced Topics
  • Time-dependent covariates.
  • Repeated events.
    • Live Class Schedule
    Duration: 14 hours
    Step into our live classes and experience a dynamic learning environment where you can ask questions, share ideas, and connect with your instructor and classmates. With on-demand lab hours, you can explore the material at your own pace. Our globally acclaimed instructors will motivate you to think bigger, so you can take what you've learned and achieve your biggest goals.
    This course isn't publicly scheduled, but private training and mentoring may be available. Contact us to explore options.
    Private Training
    Get training tailored specifically for your team, led by expert SAS instructors. Choose from virtual sessions, or training at your location (or ours). Perfect for teams seeking a customized curriculum and plenty of interaction with a SAS specialist. We'll schedule it at a time that works for you.
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    Mentoring Services
    Take your training to the next level with personalized mentoring. While private training offers structured coursework, mentoring provides hands-on, real-time support from a subject matter expert. As you work with your own data, you'll receive expert guidance to help you uncover insights, unlock the full potential of your data, and make faster progress. Perfect for those looking to apply what they’ve learned and see quicker results.
    Request mentoring