Statistics is the study of data manipulation and its inferences. Remarkably, even though statistics is a well-known area of mathematics, for many different reasons, a freshman level introduction to statistics course can be difficult to master. One of the main reasons for this is that many students do not yet have a clear understanding of what an implication is. So, in a freshman statistics course the presentation, explanation, and interpretation of data should be emphasized just as importantly as data manipulation. It is just as important for a student to understand how, as much as it is, when to manipulation data. Moreover, every student should enjoy a course in statistics because the subject is inherent and important to them throughout their life and career.
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