09-06-2016 05:35 PM
I'm new SAS user; I performed a logistic regression of 68 observations, but this is not significant. A friend advised me to take two or three times the number of observations that I have is to say the same thing but in two or three times. When I do this, then the regression is significant. But have I the right to do so?
If not, what can I do? I think this is my échatillon of studies was small.
09-06-2016 06:21 PM
Don't do that. One of the key assumptions for inference in logistic regression is the independence of observations. Duplicated obs are definitely not independent.
What you can do:
09-06-2016 06:47 PM
How many independent variables are you using? How many levels are there for each of those? Too many varaibles/levels will often leave nothing signficant as there are not enough observations in any group.
Also, models are NOT required to have a signficant difference. The fact that there isn't may well mean that there is not sufficient influence on the population from your variables.