Question

In: Statistics and Probability

In a study of the performance of a new engine design, the weight of 22 aircrafts...


In a study of the performance of a new engine design, the weight of 22 aircrafts (in tons) and the top speed (in mph) were recorded. A regression line was generated and shown to be an appropriate description of the relationship. The results of the regression analysis are below.

Depend Variable: Top Speed
Variable
Constant
Weight
Coefficient
11.6559
3.47812
s.e. of Coeff
0.3153
0.294
t-ratio
37
11.8
prob
≤ 0.0001
≤ 0.0001
R squared = 87.5% R squared (adjusted) = 86.9%

s = 0.6174 with 22 - 2 = 20 degrees of freedom

Part A: Provide the regression equation based off the analysis provided and explain it in context. (2 points)

Part B: List the conditions for inference that need to be verified. Assuming these conditions have been met, does the data provide convincing evidence of a relationship between weight and top speed? (4 points)

Part C: Assuming all conditions for inference have been verified, determine a 95% confidence interval estimate for the slope of the regression line. (4 points)

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