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Clarity of thought in interpretation : Statistics is all about details compilation, presentation and interpretation. One example is, a survey executed by you materials you with loads of details, but presenting them in an exceedingly remarkable way after popping out with very clear interpretations is exactly what will make you stand out in the crowd.
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For the majority of projects there need to be a "ultimate" details set that is utilized for all Evaluation. This way it is possible to open it up interactively and try points, write do documents that analyze it in various ways, and usually experiment at will without working the risk of forgetting that, by way of example, the do file that ran the linear regressions also did a tiny bit additional recoding.