Linear Regression in the Relationship Between Study Times and Average Grade of Students

Linear Regressions and Case Usage
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Studying statistical relationships is essential for any individual. Whether for professional, academic, or personal use, statistical analysis can explain the existing trends or relationships between seemingly different variables of our lives. In line with the lesson at hand, one of the standard statistical measures used to analyze relationships is simple linear regression. As compared to other types of regression models (i.e., multiple and non-linear aggression), simple linear regression utilizes a straight line in order to determine the relationship between two variables CITATION Bev20 \l 1033 (Bevans, 2020). Thus, since it merely uses a single line to establish a correlation between these variables, it is a relatively easier way to determine and analyze output coefficients.
Accordingly, as one who has worked in education before, I believe that one of the most common cases uses of simple linear regression is the relationship between study t...