A proper understanding of statistical ideas and concepts helps us understand more of the real world around us, including issues in business, finance, health, and social interactions. We must understand statistics or risk making bad decisions and costly mistakes. A knowledge of statistics also provides the necessary tools to differentiate between sound statistical conclusions and questionable conclusions drawn from an insufficient number of data points, “bad” data points, incomplete data points, or just misinformation. P-7