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 a relevant …

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 and their …

Simple Linear Regression in SPSS, Including Interpretation In this tutorial we show you how to conduct simple linear regression analysis in SPSS, and interpret the results of your analysis.

Linear regression, also called OLS (ordinary least squares) regression, is used to model continuous outcome variables. In the OLS regression model, the outcome is modeled as a linear combination of …

Step‑by‑step guide to running, interpreting, and reporting a linear regression in SPSS. Includes APA format examples and screenshot placeholders.

Feb 6, 2023 · Simple linear regression is a method we can use to understand the relationship between a predictor variable and a response variable. This tutorial explains how to perform simple linear …

Dec 2, 2025 · Linear regression is used when we want to make predictions about a continuous dependent variable (also called an outcome variable) based on one or more independent variables …

To run a simple linear regression analysis using SPSS, we can use the Analyze > Regression > Linear menu. The steps are as follows:

Next tutorial will show how to calculate Multiple Regression with SPSS.

In summary, this post has provided an illustration of how to run a simple linear regression in SPSS along with a practical example of how to both run a simple regression model and how to interpret it.