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  • Levene's Test - What Is It
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  • How to Run Levene’s Test in SPSS
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Hi, I am using SPSS 24 with R 3/2 (as required) and R Factor v2/4. I have installed the R plugin and all the R packages that are required. I'm on a MacBook running macOS Sierra. When I check the box for Analysis in the Parallel Analysis and Non Graphical Scree Test section of the dialog box Number Factors: MAP-VSS-PA-OC-AF, the 'Continue' button becomes greyed-out so I can't run the analysis. Would really appreciate your advice.

Levene's test is an ANOVA on the absolute differences

We therefore compute the absolute differences between all scores and their (group) mean. The means of the absolute differences should be roughly equal over groups. So technically, Levene's test is an ANOVA on the absolute differences. In other words: we run an ANOVA (on absolute differences) to find out if we can run an ANOVA (on our actual data).

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So technically, Levene's test is an ANOVA on the absolute differences

Both tests require the homogeneity assumption: the population variances of the dependent variable must equal for all groups. You can ignore this assumption if you have roughly equal sample sizes for each group. However, if you have sharply different sample sizes, then you do need to make sure that homogeneity of variances is met by your data.

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I have attempted to contact IBM (who designs this software) with no avail. Their help pages aren't helpful and good luck trying to get someone to help you with the issue over the phone! I had to submit a technical work order request via email. Because it's more trouble than it's worth, I have removed the program from my computer.

We needed this program for our advanced stats class, and considering that IBM has the grad student pack for over $100 for a year long membership, this was a great deal. Since our first stats lab was a tutorial for the program, just having this cd which cost me less than $30 was enough (I don't need the book that comes with it, which ends up tacking on another $50). Although I am used to excel, I would have to say that this program outweighs excel with it's graphing options. Most variables are drag and drop so you don't have to waste a lot of time typing in axis information and fitting a normalized curve. There is also a function that tells you the null hypothesis so this is also very useful. I think this is a great program for advanced stats and data sets that have at least 20 data points and using non-parametric calculations. If you are going with a small scale data set, I think excel would be easier to use.

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ANOVA results are identical to Levene's test

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Levene's Test - Example

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Several SPSS commands contain an option for running Levene's test. The easiest way to go -especially for multiple variables- is the One-Way ANOVA dialog.

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Output for Levene's test

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However, very different sample variances suggests that the population variances weren't equal after all. In this case we'll reject the null hypothesis of equal population variances.