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SAS and SPSS Give Different Results for Logistic Regression but not really

When people ask me what type of statistical software to use, I run through the advantages and disadvantages, but always conclude, “Of course, whatever you choose is going to give you the same results. It’s not as if you’re going to get a F-value of 67.24 with SAS and one of 2.08 with Stata. Your…

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More cultural relevance = lower academic achievement: WHY?

Before we went to Arlington, VA to get our hands on the National Indian Education Study , my colleague, Dr. Erich Longie, hypothesized that schools that had more cultural activities would have lower academic achievement. In addition to being an old friend, Dr. Longie is president of Spirit Lake Consulting, Inc. , a published author…

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Free (as in beer) software for analyzing data with imputed values

Any time you add another layer of complexity you better have a damn good reason. I’m often skeptical of proponents of both Item Response Theory and multiple imputation procedures, not because either IRT or MI is a bad thing in itself but because its inclusion makes data analysis and reporting more complicated. At the National…

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More after the data step (the naked mole rat continues)

When last seen, our heroes were attempting to write a book with the title Beyond SAS Basics: Tips, Statistics and a Naked Mole Rat The first chapter was entitled After the Data Step. The first half of it was posted here earlier which you would know if you were following this blog in the probably…