QUESTION IMAGE
Question
match each correlation coefficient to the appropriate scatter plot. the line in each scatter plot is the least squares regression line.
r = 0.3
r = 0.9
Step1: Recall correlation coefficient meaning
The correlation coefficient \( r \) measures the strength and direction of a linear relationship between two variables. A value closer to \( 1 \) (or \( -1 \)) indicates a stronger linear relationship, while a value closer to \( 0 \) indicates a weaker linear relationship.
Step2: Analyze the scatter plots
- The left scatter plot: The points are closer to the regression line, indicating a stronger linear relationship. So this should correspond to \( r = 0.9 \) (since \( 0.9 \) is closer to \( 1 \), indicating a strong positive linear relationship).
- The right scatter plot: The points are more spread out from the regression line, indicating a weaker linear relationship. So this should correspond to \( r = 0.3 \) (since \( 0.3 \) is closer to \( 0 \), indicating a weak positive linear relationship).
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Left scatter plot: \( r = 0.9 \)
Right scatter plot: \( r = 0.3 \)