A- The fitted line or the fitted linear regression model is:[tex]y=2625.385462-36.96179663*x[/tex]
B- [tex]s^{2} = 9811.21237[/tex]
C- [tex]y_{20} = 1886.14953[/tex]
A fundamental and widely used form of predictive analysis is linear regression. Regression analysis' main goal is to look at two things: (1) Is it possible to accurately forecast an outcome (dependent) variable using a set of predictor variables? (2) Which individual variables—as shown by the size and sign of the beta estimates—are highly important predictors of the outcome variable, and how do they affect the outcome variable? The link between one dependent variable and one or more independent variables is explained using these regression estimations.
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