Cleaning Up Your Act: Statistical Methods for Detecting Outliers in Regression
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Cleaning Up Your Act: Statistical Methods for Detecting Outliers in Regression

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"Cleaning Up Your Act: Statistical Methods for Detecting Outliers in Regression" dives into the world of data analysis, specifically focusing on a crucial step: identifying outliers in regression models. Outliers are data points that fall far outside the expected pattern in your regression analysis. These outliers can distort your results and lead to misleading conclusions. This book equips you with various statistical methods to detect outliers effectively. You'll learn about Z-scores, interquartile ranges (IQRs), and other techniques to pinpoint these outliers. The book also delves into how ...