what is the relationship between small sigal and large signa

Hi

I am new in optoelectronics, I am working on 10gbps electroabsorption modulator integrated DFB laser. Usually, we measure s parameters, small signal parameters, while the laser work on large sigal, how can I know large signal characteristics from small signal results? and how can I know small signal characteristics from eyediagram? thx!

Regards
Edmund