Let's analyze Corey’s work step by step to identify the mistake:
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Equation: The regression equation is given as \( y = 1.505x - 88.21 \). In this equation, \( x \) represents the temperature, and \( y \) represents the number of swimmers.
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Substituting Values: Corey tried to find the temperature when there are 80 swimmers at the pool by substituting 80 into the equation as \( y \): \[ y = 1.505(80) - 88.21 \]
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Calculating: He calculated \( y \): \[ y = 120.4 - 88.21 \] \[ y = 32.19 \]
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Final Interpretation: Corey concluded that the temperature is likely 32.2°F when there are 80 swimmers at the pool.
Identifying the error: The error in Corey's reasoning lies in how he interpreted the values. Since \( y \) in the equation represents the number of swimmers, if Corey is interested in finding the corresponding temperature for a specific number of swimmers (80), he should have substituted 80 for \( y \) instead of \( x \).
Thus, the correct substitution should be: \[ 80 = 1.505x - 88.21 \] From here, Corey should solve for \( x \), which represents the temperature.
Conclusion: The correct identification of Corey’s mistake is:
- He substituted 80 for x instead of y.