Predictive Modeling with Logistic Regression using SAS
About this Course
This course covers predictive modeling using SAS/STAT software with emphasis on the LOGISTIC procedure. This course also discusses selecting variables and interactions, recoding categorical variables based on the smooth weight of evidence, assessing models, treating missing values, and using efficiency techniques for massive data sets. You learn to use logistic regression to model an individual\'s behavior as a function of known inputs, create effect plots and odds ratio plots, handle missing data values, and tackle multicollinearity in your predictors. You also learn to assess model performance and compare models.Created by: SAS
Related Online Courses
In this course, you will learn about the dynamic world of robotics, which blends engineering, electronics, and computer science to create innovations that enhance our daily lives. You\'ll learn to... more
This comprehensive course guides you through Selenium WebDriver and Java, starting from the basics and advancing to more complex topics. Beginners can start with Java modules before moving on to... more
\"Explore the essentials of project management for success in both personal and professional endeavors. This course offers a comprehensive understanding of project management principles, guiding... more
This specialization equips learners with comprehensive knowledge in web development, focusing on responsive UI design, server-side logic, and scalable deployment strategies. Participants will... more
Unlock the transformative power of AI in data analysis with this Gen AI for Data Analysis Professional Certificate. Designed for both seasoned data professionals and aspiring analysts, this... more
Powered by
