If I understand your question correctly, then yes. Generalized Linear Models and Generalized Linear Mixed Models for binomial data are available in SPSS, at least since version 19; I'm not as familiar with earlier versions.
Hello Mr Akaliyski, If you go to the favourite links page of my website there is a link to an electronic statistical textbook there which has a good definition of GLM. Regards, Deborah Hilton Statistics Online
Thank you a lot for your answers. What exactly do you mean by the type of analysis? I think I might I have to use dynamic panel model, would that be allowed? And what is the limit of the variables? I would have perhaps around 10 independent variables at the end.
You can use linear mixed model and generalized estimating equation for analysis of panel data .I am attaching some basic reference material hope it would be useful