SPSS tutorials website header logo SPSS TUTORIALS BASICS ANOVA REGRESSION FACTOR CORRELATION

SPSS Regression Tutorials – Overview

SPSS Regression Tutorials - Overview

Multiple Linear Regression Tutorials

SPSS Multiple Linear Regression Example

SPSS Multiple Regression Analysis Tutorial

How to run multiple regression in SPSS the right way? This simple tutorial quickly walks you through the right steps in the right order. With superb illustrations and downloadable practice data file.
Read more...

Regression - Dummy Variables

Creating Dummy Variables in SPSS

Quick guide on creating dummy variables in SPSS for categorical predictors in regression.

Intermediate tutorial with practice data, examples and a handy tool.


Read more...

SPSS Dummy Variable Regression Tutorial

How to run and interpret dummy variable regression in SPSS?

These 3 examples walk you through everything you need to know.


Read more...

Regression with Moderation Interaction

How to Mean Center Predictors in SPSS?

For mean centering predictors in SPSS, just add their means to the data. Then simply subtract them from the original variables. With examples & practice data.
Read more...

SPSS Moderation Regression Tutorial

How to run a regression analysis with a moderation interaction effect? This SPSS example analysis walks you through step-by-step.
Read more...

SPSS Regression Tools

SPSS – Create Dummy Variables Tool

Categorical variables can't readily be used as predictors in regression analysis; they must be split up into dichotomous variables known as “dummy variables”.

This tutorial offers a super easy tool for creating these.


Read more...

SPSS Mean Centering and Interaction Tool

"I'd like to mean center a lot of variables in order to compute interaction terms for a regression analysis. Is there an easy way to do this for many variables simultaneously?"


Read more...

SPSS Scatterplots & Fit Lines Tool

This simple SPSS tool creates one, many or all scatterplots among a set of variables.

Optionally, it adds (non)linear fit lines and regression tables as well.


Read more...

SPSS Stepwise Regression

SPSS – Data Preparation for Regression

Before running SPSS stepwise regression, first just get a grip on your data. This tutorial walks you through the essential data checks.
Read more...

SPSS Stepwise Regression – Simple Tutorial

SPSS stepwise regression example. Easy-to-follow explanation of what and why with downloadable data file and annotated output.


Read more...

SPSS Stepwise Regression Tutorial II

SPSS stepwise regression analysis in normal language. With illustrations, downloadable practice data and syntax.


Read more...

SPSS Regression Tutorials - Other

Multiple Linear Regression – What and Why?

Multiple regression is a statistical technique that aims to predict a variable of interest from several other variables. This tutorial explains multiple regression in normal language with many illustrations and examples.


Read more...

How to Draw a Regression Line in SPSS?

For drawing a regression line in SPSS, first just run a basic scatterplot via the Graph menu. After double clicking the scatterplot, we can add a regression line and equation to it via the Elements menu.
Read more...

Simple Linear Regression Tutorials

SPSS Simple Linear Regression Tutorial

SPSS Simple Linear Regression - Tutorial & Example
Read more...

Simple Linear Regression – Quick Introduction

This tutorial gently walks you through the basics of simple regression: b and beta coefficients, the intercept and r-square (adjusted). Get this right and you'll get it all right.
Read more...

Logistic Regression

Logistic Regression

Logistic regression is a technique for predicting a dichotomous outcome variable from 1+ predictors.

This simple introduction quickly walks you through all logistic regression basics with a downloadable example analysis.


Read more...

Tell us what you think!

*Required field. Your comment will show up after approval from a moderator.

THIS TUTORIAL HAS 8 COMMENTS: