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SPSS Regression Tutorials – Overview

SPSS Regression Tutorials - Overview

Simple Linear Regression Tutorials

SPSS Simple Linear Regression Tutorial

SPSS Simple Linear Regression - Tutorial & Example
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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.
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Multiple Linear Regression Tutorials

Linear Regression in SPSS – A Simple Example

Regression analysis in SPSS explained in normal language. This tutorial shows how to run a basic but solid multiple regression analysis in SPSS on a downloadable data file.
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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.
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Logistic Regression

Logistic Regression – Simple Introduction

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.


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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.
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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?"
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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.
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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.
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SPSS Stepwise Regression – Simple Tutorial

SPSS stepwise regression example. Easy-to-follow explanation of what and why with downloadable data file and annotated output.
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SPSS Stepwise Regression – Example 2

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

Creating Dummy Variables in SPSS

Dummy coding a variable means representing each of its values by a separate dichotomous variable. This tutorial quicky walks you through the basics.
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SPSS Create Dummy Variables Tool

I'd like to dummy code several variables. I'd like to have the dummfied variables fully and correctly labelled. Is there an easy way to accomplish this?
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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.
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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.
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