statistics

Do (if so which?) trading desks on the sell-side use econometrics alot

Cause I would like studying more of regression diagnostics, non-linear dynamics, analysis of real time series, etc at a higher level.
What are the limitations of their application to finance and in what type of analysis of what type of markets are they currently applied.

who can answer what I'm babbling about?