ABSTRACT

Statistical analysis is the process of separating out systematic eects from

the random noise inherent in all sets of observations. There are three general

steps in this process: collection, analysis, and assessment. For most people,

data collection is not diÆcult in that we live in an age where data are om-

nipresent. More commonly, researchers possess an abundance of data and

seek meaningful patterns lurking among the various deadends and distrac-

tions. Armed with a substantive theory, many are asking: what should I do

now? Furthermore, these same people are often frustrated when receiving

multiple, possibly con icting, answers to that question.