Question
A regression was run to determine if there is a relationship between hours of TV watched per day \( (x) \) and number of situps a person can do \( (y) \). The results of the regression were: \( \begin{array}{l}y=a x+b \\ a=-1.185 \\ b=21.393 \\ r^{2}=0.3969 \\ r=-0.63\end{array} \) Use this to predict the number of situps a person who watches 3 hours of TV can do (to one decimal place).
Ask by Pena Parsons. in the United States
Feb 04,2025
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Answer
A person who watches 3 hours of TV can do approximately 17.8 sit-ups.
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Mind Expander
To predict the number of sit-ups for a person who watches 3 hours of TV, we can use the regression equation \( y = ax + b \). Substituting in the values: \[ y = -1.185(3) + 21.393 \] Calculating this: \[ y = -3.555 + 21.393 = 17.838 \] Rounded to one decimal place, the predicted number of sit-ups is \( 17.8 \).