Essentials Of Business Analytics
1st Edition
ISBN: 9781285187273
Author: Camm, Jeff.
Publisher: Cengage Learning,
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Chapter 3, Problem 19P
Heat maps can be very useful for identifying missing data values in moderate to large data sets. The file SurveyResults contains the responses from a marketing survey: 108 individuals responded to the survey of 10 questions. Respondents provided answers of 1, 2, 3, 4, or 5 to each question, corresponding to the overall satisfaction on 10 different dimensions of quality. However, not all respondents answered every question.
- a. To find the missing data values, create a heat map in Excel that shades the empty cells a different color. Use Excel’s Conditional Formatting
function to create this heat map.Hint: Click on Conditional Formatting in the Styles group in the Home tab. Select Highlight Cells Rules and click More Rules…. Then enter Blanks in the Format only cells with: box. Choose a format for these blank cells that will make them obviously stand out.
- b. For each question, which respondents did not provide answers? Which question has the highest nonresponse rate?
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ENG US
口X
2025/05
The table below indicates the number of years of experience of a sample of employees who work on a particular production line and the corresponding number of units of a good that each employee produced last month.
Years of Experience (x)
Number of Goods (y)
11
63
5
57
1
48
4
54
45
3
51
Q.1.1 By completing the table below and then applying the relevant formulae, determine the line of best fit for this bivariate data set.
Do NOT change the units for the variables.
X
y
X2
xy
Ex=
Ey=
EX2
EXY=
Q.1.2 Estimate the number of units of the good that would have been produced last month by an employee with 8 years of experience.
Q.1.3 Using your calculator, determine the coefficient of correlation for the data set.
Interpret your answer.
Q.1.4 Compute the coefficient of determination for the data set.
Interpret your answer.
Q.3.2 A sample of consumers was asked to name their favourite fruit. The results regarding the popularity of the different fruits are given in the following table.
Type of Fruit
Number of Consumers
Banana
25
Apple
20
Orange
5
TOTAL
50
Draw a bar chart to graphically illustrate the results given in the table.
Chapter 3 Solutions
Essentials Of Business Analytics
Ch. 3 - A sales manager is trying to determine appropriate...Ch. 3 - The following table shows an example of gross...Ch. 3 - The following table provides monthly revenue...Ch. 3 - In the file MajorSalary, data have been collected...Ch. 3 - Entrepreneur magazine ranks franchises. Among the...Ch. 3 - The file MutualFunds contains a data set with...Ch. 3 - The file TaxData contains information from federal...Ch. 3 - The file FDICBankFailures contains data on...Ch. 3 - The following 20 observations are for two...Ch. 3 - The file Fortune500 contains data for profits and...
Ch. 3 - The International Organization of Motor Vehicle...Ch. 3 - Prob. 12PCh. 3 - Prob. 13PCh. 3 - The total number of term life insurance contracts...Ch. 3 - An automotive company is considering the...Ch. 3 - Consider the following survey results regarding...Ch. 3 - The Northwest regional manager of Logan Outdoor...Ch. 3 - The Ajax Company uses a portfolio approach to...Ch. 3 - Heat maps can be very useful for identifying...Ch. 3 - The following table shows monthly revenue for six...Ch. 3 - Prob. 21PCh. 3 - Aurora Radiological Services is a health care...Ch. 3 - The motion picture industry is an extremely...
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