This course introduces survival analysis in the context of business data mining. The focus is on understanding customer behaviors that have a time-to-event component using SAS Enterprise Guide.
identify appropriate opportunities for applying survival analysis techniques
estimate how long a customer will remain active
measure competing risks in survival analysis modeling.
Who Can Benefit
Business analysts and managers, programmers, and statisticians
There are no formal prerequisites. A background in business analysis, statistics, or mathematics is helpful but is not essential. The class exercises utilize SAS Enterprise Guide and some programming code is shown. Familiarity with SAS Enterprise Guide or with SAS programming is not required.
history and background of survival analysis
Tools and Data
introduction to data sets used in the class
introduction to SAS Enterprise Guide
Understanding the World by Counting
Point Estimation of Hazards
why empirical hazards
visualizing the hazard calculation
the hazard calculation
defining the start and the stop
tracking survival from one day of starts
calculating and visualizing survival for all customers
https://www.exitcertified.com/training/sas/advanced-analytics/stat-analysis/apply-survival-business-39057-detail.htmlBISAApplying Survival Analysis to Business Time-to-Event Problemshttps://assets.exitcertified.com/assets/CourseImages/c54858acce/AdobeStock_124444025__FitMaxWzEwMDAsMTAwMF0.jpg1650.00USDInStock/Training/SAS/Advanced Analytics/Statistical AnalysisThis course introduces survival analysis in the context of business data mining. The focus is on understanding customer...1650.00SASClassroom2015-06-15T15:34:27+00:00USD