Linear Regression in IBM SPSS Statistics

Discover the power of IBM SPSS Statistics. Our Version 1 SPSS experts offer comprehensive Statistics training with express and longer courses. This training is more than just a course; it’s a key to unlocking your potential. It’s a tool that can be tailored to your individual or group needs, enhancing your skills and expanding your knowledge of statistical analysis and machine learning methods. By investing in this training, you are maximising your usage of this powerful tool.

This course will provide an overview of linear regression. It will review the theory, assumptions, and output from linear regression.

This course will cover the following topics:

• Introduction to linear regression
• Regression assumptions
• Examining the data
• Simple regression: fit & assumptions
• Multiple regression: fit & assumptions
• Stepwise regression
• Influential points and multicollinearity
• Creating dummy variables and interpreting output
• Automated Linear Modelling

On completing this course, you should be confident in running linear regression in IBM SPSS Statistics.

Course attendees will receive a course manual and sample data files after completing the course.

Best for: Those who are new to SPSS or have used SPSS in the past and would like a complete overview of data manipulation methods in IBM SPSS Statistics.