We'll answer these questions by running a simple linear regression analysis in SPSS. A great starting point for our analysis is a scatterplot. This will tell us if the IQ and performance scores …

How to perform a simple linear regression analysis using SPSS Statistics. It explains when you should use this test, how to test assumptions, and a step-by-step guide with screenshots using …

This page shows an example regression analysis with footnotes explaining the output. These data (hsb2) were collected on 200 high schools students and are scores on various tests, including …

You should now be able to conduct simple linear regression analysis in SPSS, and interpret the results of your analysis. You may also be interested in our tutorial on reporting simple linear …

Learn how to run and interpret linear regression in SPSS for your thesis, with APA-style reporting and step-by-step output analysis.

This tutorial shows you how to conduct a simple linear regression in SPSS and interpret the output /regression results. ...more.

The output for “Regression” displays information about the variation accounted for by the model. The output for “Residual” displays information about the variation that is not accounted for by …

Dec 2, 2025 · Interpreting the output Running the above steps will generate the following output: a Model Summary table, an ANOVA table, a Coefficients table, and a Charts section (with a …

We now can conduct the linear regression analysis. Linear regression is found in SPSS in Analyze/Regression/Linear... In this simple case we need to just add the variables log_pop …

Discover the Simple Linear Regression in SPSS. Learn how to perform, understand SPSS output, and report results in APA style.