Using the data below, what percentage of data would you predict would be between 25 and 50 and what percentage would you predict would be more than 50 miles? Then determine the percentage of data points in the dataset that fall within each of these ranges. How do each of these compare with your prediction and why is there a difference?
Predicted percentage between 25 and 50 miles:
Actual percentage between 25 and 50 miles:
Predicted percentage of more than 50 miles:
The actual percentage of more than 50 miles:
Comparison:
Why?:
Drive
36
20
88
6
71
42
76
63
36
63
38
28
55
33
40
80
86
83
4
39
25
25
54
54
81
73
29
76
78
77
42
36
71
94
6
In: Statistics and Probability
An engineer wants to determine how the weight of a car, x, affects gas mileage, y. The following data represent the weights of various cars and their miles per gallon.
Car Weight (pounds), x Miles per Gallon,
y
A 2695 26.7
B 2975 23.6
C 3260 24.9
D 3760 23.1
E 4225 20.4
a) Find the least-squares regression line treating weight as the explanatory variable and miles per gallon as the response variable.
Write the equation for the least-squares regression line.
Modifying Above y with carety =__x+__
(b) Interpret the slope and intercept, if appropriate.
(c) Predict the miles per gallon of car B and compute the residual. Is the miles per gallon of this car above average or below average for cars of this weight?
D) Draw the least-squares regression line on the scatter diagram of the data and label the residual.
In: Statistics and Probability
(All answers were generated using 1,000 trials and native Excel functionality.)
Grear Tire Company has produced a new tire with an estimated mean lifetime mileage of 36,500 miles. Management also believes that the standard deviation is 5,000 miles and that tire mileage is normally distributed. To promote the new tire, Grear has offered to refund some money if the tire fails to reach 30,000 miles before the tire needs to be replaced. Specifically, for tires with a lifetime below 30,000 miles, Grear will refund a customer $1 per 100 miles short of 30,000.
| (a) | For each tire sold, what is the average cost of the promotion? |
| Round your answer to two decimal places. | |
| $ | |
| (b) | What is the probability that Grear will refund more than $25 for a tire? |
|
Round your answer to a one decimal percentage place. |
|
In: Math
Would a person traveling at a constant 500 miles an hour feel a greater amount of force than a person traveling at a constant 50 miles an hour? Why or why not?
In: Physics
In: Statistics and Probability
| A particular brand of tires claims that its deluxe tire averages at least 50,000 miles before it needs to be replaced. From past studies of this tire, the standard deviation is known to be 8,000. A survey of owners of that tire design is conducted. From the 28 tires surveyed, the mean lifespan was 46,500 miles with a standard deviation of 9,800 miles. Using a confidence level of 95%, is the data highly inconsistent with the claim? |
In: Statistics and Probability
The epicenter of an earthquake is the point on Earth's surface directly above the earthquakes origin. A seismograph can be used to determine the distance to the epicenter of an earthquake. Seismographs are needed in three different places to locate an earthquake's epicenter. Find the location of the earthquake's epicenter if it is 3 miles away from A(2,3), 4 miles away from B(-5,3), and 5 miles away from C(-1,-2).
In: Math
The EPA sticker for a particular model of automobile claims the car has average highway mileage of 35 miles per gallon. A consumer advocacy group takes a random sample of 30 of these cars and finds that they have an average mileage of 33.6 miles per gallon with a standard deviation of 3 miles per gallon. Do the results of this test provide sufficient evidence to conclude that the actual mileage of this model is less than 35 miles per gallon? Translate this into a statistical hypothesis and carry out the test of hypothesis. Be sure to specify the null and alternative hypotheses, the value of the test statistic, the p-value, and your conclusion.
In: Statistics and Probability
A company purchases a salesman a car for $40,000; the salesman pays $2,000 for an upgraded sound system to make his time on the road more pleasant. The car has an expected salvage value of $2,000 and an expected life of 4 years or 200,000 miles.
During the first year the car was driven 45,000 miles, during the second year 40,000 miles and 50,000 miles the 3rd year
Please show the annual depreciation expense for years 1, 2, 3 using straight line depreciation, double declining balance method, and units of production method. For each method, show the car's book value at the end of year 3.
In: Accounting
You are required to show your work on each problem on this exam. The following rules apply:
Clearly and neatly present and show your work for each problem.
Mysterious or unsupported answers will not receive full credit. A correct answer, unsupported by calculations, explanation, or other work will receive no credit; an incorrect answer supported by substantially correct calculations and explanations might still receive partial credit.
MARIGINAL AND JOINT DISTRIBUTIONS
The joint distribution of X and Y is as follows.
|
Values of Y |
||||
|
1 |
0 |
P{X=x} |
||
|
Values of X |
1 |
0.1 |
0.2 |
0.3 |
|
0 |
0.3 |
0.4 |
0.7 |
|
|
P{Y=y} |
0.4 |
0.6 |
1.0 |
|
a. Find the marginal distribution of X and Y.
b. Find the conditional distribution of X given y = 1
c. Compute the conditional expectation of Y given X=1, E{Y=y|X=1}
In: Statistics and Probability