Public Professional Training Courses | 2 Day Course

Deep Dive into Linear Regression in IBM SPSS Statistics

This two day course will provide an overview of linear regression. It will review the theory, assumptions, and output from linear regression. Upon completing this course, you should be confident in building and running tables and visualising data using the various graphing options available in IBM SPSS Statistics.

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

Course attendees will receive a manual and sampled data files at the completion of this course.

Best for: Analysts and researchers interested in learning how to summarize data using IBM SPSS Statistics Custom Tables.

Course Duration

2 Days (including breaks)

Experience Level

Mid Level to Advanced

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Upcoming Dates

22nd September 2025 (2 Days)

Online

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