Search Results for: factor analysis

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Cigar-smoking won’t kill you if you’re already old

In my analysis of data on the oldest old from the Kaiser Permanente study, I started with cigar smoking because I have a friend who turned 65 last month. His annual physical went like this: Doctor: Do you still smoke cigars? Jim: Yep. Doctor: Do you still drink 8 or 9 beers every night? Jim: Yep….

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Travels through Open Data Land, with old people, flashlights & cigars

(Yes, that title does sound like a lot of the spam comments I get. ) Last year, at the Gov. 2.0 conference in Santa Monica, Jean Holm, from NASA spoke about some of the opportunities for open data. I left with mixed feelings. On the one hand, the best examples she gave were, I thought,…

Using SAS to test whether “It gets better” makes you gay

Next question on categorical data analysis …   Correlated proportions. There are a lot of reasons why you might have correlated data in a two-way contingency table. The most common is that you have measured people twice. I have heard people say that including discussion of homosexuality in school makes it more likely that children…

Categorical Data & Bivariate Descriptive Statistics

The Agresti and Finlay book,  Statistical methods in the social sciences , has a nice section on bivariate descriptive statistics.  (And thank you to the person on twitter who recommended that book. I apologize that I can’t remember who it was.) I got to thinking about that today, especially with regard to categorical data. Often…

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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…

Multicollinearity statistics with SPSS

“Can you explain multicollinearity statistics?” she asked. Why, yes, yes I can. First of all, as noted in the Journal of Polymorphous Perversity, “Multicollinearity is not a life-threatening condition except when a depressed graduate student employs multiple, redundant measures.” What is multicollinearity, then, and how do you know if you have it? Multicollinearity is a…