Please interpret the results and write up the results according to the handbook for the following scenario.

Is there a relationship between GPA and ACT composite scores?A student ran a correlation test and had the following results

GPA ACT 2.5 17 SUMMARY OUTPUT 2.6 14 2.7 18 Regression Statistics 3.1 19 Multiple R 0.83448 3.2 20 R Square 0.696356 3 20 Adjusted R Square 0.635627 3.5 21 Standard Error 0.217244 Observations 7 ANOVA df SS MS F Significance F Regression 1 0.541168 0.541168 11.46666 0.019541 Residual 5 0.235975 0.047195 Total 6 0.777143 CoefficientsStandard P-value Lower 95% Upper Lower Upper Error t Stat 95% 95.0% 95.0% Intercept 0.608051 0.694369 0.875689 0.421268 -1.17688 2.392983 -1.17688 2.392983 ACT 0.126695 0.037415 3.386246 0.019541 0.030518 0.222872 0.030518 0.222872