Calculate the least-squares line

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Question 1. Conduct a goodness-of-fit test to determine if the actual college majors of graduating males fit the distribution of their
expected majors.

Major

Men - Expected Major

Men - Actual Major

Arts & Humanities

11.0%

600

Biological Sciences

6.7%

330

Business

22.7%

1130

Education

5.8%

305

Engineering

15.6%

800

Physical Sciences

3.6%

175

Professional

9.3%

460

Social Sciences

7.6%

370

Technical

1.8%

90

Other

8.2%

400

Undecided

6.6%

340

Table 1

Question 2. Do men and women select different breakfasts? The breakfasts ordered by randomly selected men and women at apopular breakfast place is shown in Table 2. Conduct a test for homogeneity at a 5% level of significance.

 

French Toast

Pancakes

Waffles

Omelettes

Men

47

35

28

53

Women

65

59

55

60

Table 2

Question 3. Test of a Single Variance

Suppose an airline claims that its flights are consistentlyon time with an average delay of at most 15 minutes. It claims that the average delay is so consistent that the variance is no more than 150 minutes. Doubting the consistency part of the claim, a disgruntled traveler calculates the delays for his next25 flights. The average delay for those 25 flights is 22 minutes with a standard deviation of 15 minutes.

a Is the traveler disputing the claim about the average or about the variance?

b. Is this a right-tailed, left-tailed, or two-tailed test?

c. df= ________

d. p-value = ________

f. Let α = 0.05
Decision: ________

Conclusion (write out in a complete sentence.): ________

Question 4.

The cost of a leading liquid laundry detergent in differentsizes is given in Table 3.

Size (ounces)

Cost ($)

Cost per ounce

16

3.99

 

32

4.99

 

64

5.99

 

200

10.99

 

a. Using "size" as the independent variable and "cost" as the dependent variable, draw a scatter plot.

b. Does it appear from inspection that there is a relationship between the variables? Why or why not?

c. Calculate the least-squares line. Put the equation in the form of: y = a + bx

d. Find the correlation coefficient. Is it significant?

e. If the laundry detergent were sold in a 40-ounce size, find the estimated cost.

f. If the laundry detergent were sold in a 90-ounce size, find the estimated cost.

g. Does it appear that a line is the best way to fit the data? Why or why not?

h. Are there any outliers in the given data?

i. Is the least-squares line valid for predicting what a 300-ounce size of the laundry detergent would you cost? Whyor why not?

j. What is the slope of the least-squares (best-fit) line? Interpret the slope.

Verified Expert

This assignment is written at in word. This is based on goodness of fit test, regression and ANOVA analysis. This is completely original work and there is no plagiarism.

Reference no: EM131668732

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