SPSS Simple Linear Regression - Tutorial & Example

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

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

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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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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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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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## THIS TUTORIAL HAS 6 COMMENTS:

## By Chandrasekhar Subramanyam on May 10th, 2018

I used SPSS EXPERT Modeller with one dependent and four predictors.In output it says one Predictor.

How to identify which one is this?

How do we get the ARIMA coefficients

Prof S Chandrasekhar

## By SIKANDAR ABDUL QADIR on August 7th, 2018

Ordinal logistic regression with Interaction terms interpretation.

## By Ruben Geert van den Berg on August 7th, 2018

We're going to expand on and cover linear multiple regression with moderation interaction pretty soon. Ordinal logistic regression -unfortunately- is not on our agenda just yet. Sorry!

## By chernet on August 7th, 2019

Wow! It's good job

## By Ro Gumm on July 15th, 2020

Do you have a tutorial on how to do partial least square regression analysis?