In: Math
Bardi Trucking Co., located in Cleveland, Ohio, makes deliveries in the Great Lakes region, the Southeast, and the Northeast. Jim Bardi, the president, is studying the relationship between the distance a shipment must travel and the length of time, in days, it takes the shipment to arrive at its destination. To investigate, Mr. Bardi selected a random sample of 20 shipments made last month. Shipping distance is the independent variable and shipping time is the dependent variable. The results are as follows:
Shipment | Distance (miles) | Shipping Time (days) | Shipment | Distance (miles) | Shipping Time (days) | |||
1 | 782 | 14 | 11 | 609 | 10 | |||
2 | 724 | 15 | 12 | 855 | 10 | |||
3 | 616 | 15 | 13 | 687 | 9 | |||
4 | 751 | 11 | 14 | 663 | 12 | |||
5 | 713 | 5 | 15 | 687 | 9 | |||
6 | 800 | 3 | 16 | 845 | 12 | |||
7 | 726 | 9 | 17 | 615 | 10 | |||
8 | 831 | 14 | 18 | 789 | 7 | |||
9 | 649 | 6 | 19 | 744 | 5 | |||
10 | 824 | 6 | 20 | 706 | 5 | |||
Draw a scatter diagram. Based on these data, does it appear that there is a relationship between how many miles a shipment has to go and the time it takes to arrive at its destination?
Fill in the blanks. (Round your answers to 3 decimal places. Negative values should be indicated by minus sign.)
x⎯⎯x¯ | |
y⎯⎯y¯ | |
Sx | |
Sy | |
r | |
State the decision rule for 0.10 significance level: H0: ρ ≤ 0; H1: ρ > 0.
Compute the value of the test statistic.
Determine the coefficient of determination.
Fill in the blank below. (Round your answer to 1 decimal places.)
___% of the variation in shipping time is explained in by shipping distance
Determine the standard error of estimate.
xbar=730.8
ybat=9.35
sx =78.178
sy ==3.631
r=-0.0657
decision rule for 0.10 significance level : reject Ho if t >1.330
value of the test statistic t=-0.280
% of the variation in shipping time is explained in by shipping distance =0.43%
standard error of estimate =3.7228
from above :