Here is a very nice and succinct analysis of the difference between confirmatory vs. exploratory data analysis:
http://www.geog.ucsb.edu/~joel/g210_w07/lecture_notes/lect01/oh07_01_2.html
So, my dissertation would be more on the exploratory side.....
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