Chromatography
http://www.chemguide.co.uk/analysis/chromatography/paper.html
Spectroscopy
Photoelectron spectroscopy
The powerpoint presentation below does an excellent job at explaining how PES works.
As for the AP Test, I would guess that you would need to interpret the graphs of the spectra.
When going through the presentation, the most important parts are on slides 12-18.