Calculate the least-squares line

Assignment Help Basic Statistics
Reference no: EM131668732

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

Questions Cloud

Research about the frost as a nature poet : Choose one of the research topics: Frost as a nature poet, Poe's use of the color red as a symbol etc. and research about it
What is the rmse : Consider the Pre-Crisis worksheet data. Partition the data into training (50 percent), validation (30 percent), and test (20 percent) sets.
Design a file-copying program : Design a file-copying program, in the C programming language, named filecopy using ordinary pipes. Write this program using UNIX pipes
Multiply and simplify the given expression : Multiply and Simplify the following Expression. (2+2 v2 )(-5-2 v2). Simplify the following: (2+v6)/(2+v3) 9) and -2 v24-2 v6 +5 v6 -2 v20.
Calculate the least-squares line : Conduct a goodness-of-fit test to determine if the actual college majors of graduating males fit the distribution of their expected majors
What is the average error on the validation and test data : For your model, what is the RMSE on the validation data and test data? What is the average error on the validation data and test data?
Why do departments refuse to change : Explain why police patrols methods have remained basically reactive in nature for decades. Why do departments refuse to change ?
What is the vertical intercept of function : Assume that Y is on the vertical axis and X is on the horizontal axis. What is the vertical intercept of this function?
Discuss about the grey code corporation : Grey Code Corporation(GCC) is a media and marketing company involved in magazine and book publishing and television broadcasting.

Reviews

Write a Review

Basic Statistics Questions & Answers

  Statistics-probability assignment

MATH1550H: Assignment:  Question:  A word is selected at random from the following poem of Persian poet and mathematician Omar Khayyam (1048-1131), translated by English poet Edward Fitzgerald (1808-1883). Find the expected value of the length of th..

  What is the least number

MATH1550H: Assignment:  Question:     what is the least number of applicants that should be interviewed so as to have at least 50% chance of finding one such secretary?

  Determine the value of k

MATH1550H: Assignment:  Question:     Experience shows that X, the number of customers entering a post office during any period of time t, is a random variable the probability mass function of which is of the form

  What is the probability

MATH1550H: Assignment:Questions: (Genetics) What is the probability that at most two of the offspring are aa?

  Binomial distributions

MATH1550H: Assignment:  Questions:  Let’s assume the department of Mathematics of Trent University has 11 faculty members. For i = 0; 1; 2; 3; find pi, the probability that i of them were born on Canada Day using the binomial distributions.

  Caselet on mcdonald’s vs. burger king - waiting time

Caselet on McDonald’s vs. Burger King - Waiting time

  Generate descriptive statistics

Generate descriptive statistics. Create a stem-and-leaf plot of the data and box plot of the data.

  Sampling variability and standard error

Problems on Sampling Variability and Standard Error and Confidence Intervals

  Estimate the population mean

Estimate the population mean

  Conduct a marketing experiment

Conduct a marketing experiment in which students are to taste one of two different brands of soft drink

  Find out the probability

Find out the probability

  Linear programming models

LINEAR PROGRAMMING MODELS

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd