The owner at Lakeside Center wanted to know if there was a relationship between the age of moviegoers and their spending on snacks at the concessions stand. She took a sample of 10 moviegoers and recorded the amount they spent on snacks and their age. See below the scatter plot of the data collected and the EXCEL output of a regression analysis.

Scatterplot of moviegoers' snack spending Snack spending ($) 10 20 30 40 50 60 Age SUMMARY OUTPUT Regression Statistics Multiple R 0.2918 R Square 0.0851 Adjusted R Square -0.0292 Standard Error 2.1284 Observations 10 Lower Coefficients Standard Error t Stat P-value 95% Intercept 6.9609 2.0885 3.3330 0.0103 2.1449 X -0.0530 0.0614 -0.8629 0.4133 -0.1946