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 …

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 …

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.

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 …

In this tutorial, we will show you how to report the results of your simple linear regression analysis from SPSS in APA style. First, we will provide a template that you can use to report your …

Sep 4, 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 …

This tutorial walks you through several simple options for creating scatterplots with regression lines. We'll also cover linear and nonlinear regression lines for all cases or subgroups of cases.

In this tutorial, you’ll learn how to set up, run, and interpret a simple linear regression in SPSS. We’ll define hypotheses, walk through each menu click, explain the key output tables, and …