Survivor Functions, Hazard Functions and Pictures

Unfamiliar jargon like Kaplan-Meier curves, PROC PHREG, right-censored and hazard functions can be daunting to the newcomer. Survival analysis is really quite straightforward; it is simply a set of statistical techniques used when the focus is “time to event”. The event can be death, divorce, arrest, substance abuse or literally anything else. You’ve been wanting…

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…

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Making a Difference: Different views from WUSS

At the opening session, Randy Guard from SAS talked about making a difference. That sounded promising, but then the examples he gave were how analyses could be run on large databases of stock market data so much more quickly that instead of having market value overnight traders could get the data hourly. It sounded like…

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Fun studying deaths of old people – or not

I am probably going to hell for this … because today I was studying the death rate of older people using the data from Kaiser Permanente available on the Inter-university Consortium for Political and Social Research (ICPSR) website and really having a great time. Reading .stc First funny thing, after I extracted it and noticed…

A gentle introduction to survival analysis: I. The language of survival analysis

This month was my 14th wedding anniversary. For some reason, a number of my close friends and relatives chose this occasion to tell me that they had bet this marriage would not last more than five years. Which got me to thinking about survival analysis …. (whether or not it should have gotten me to…