TEST BANK
Business Analytics: Data Analysis & Decision Making,
8th Edition. S. Christian Albright, Wayne L. Winston Verified
Chapters 1 - 19, Complete
Business Analytics: Data Analysis & Decision Making,
,TABLE OF CONTENTS
Chapter 1. Introduction to Business Analytics
Chapter 2. Describing the Distribution of a Variable
Chapter 3. Finding Relationships among Variables
Chapter 4. Business Intelligence (BI) Tools for Data Analysis
Chapter 5. Probability and Probability Distributions
Chapter 6. Decision Making under Uncertainty
Chapter 7. Sampling and Sampling Distributions
Chapter 8. Confidence Interval Estimation
Chapter 9. Hypothesis Testing
Chapter 10. Regression Analysis: Estimating Relationships
Chapter 11. Regression Analysis: Statistical Inference
Chapter 12. Time Series Analysis and Forecasting
Chapter 13. Introduction to Optimization Modeling
Chapter 14. Optimization Models
Chapter 15. Introduction to Simulation Modeling
Chapter 16. Simulation Models
Chapter 17. Data Mining
Chapter 18. Analysis of Variance and Experimental Design
Chapter 19. Statistical Process Control
Chapter 1. Introduction to Business Analytics
Business Analytics: Data Analysis & Decision Making,
,1. The decision-making themes covered in Business Analytics: Data Analysis & Decision Making include which of the
following?
a. optimization techniques b. decision analysis with uncertainty
c. structured sensitivity analysis d. all of these choices
ANSWER: d
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1-2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
2. Which statement is not true?
a. Dealing with uncertainty includes measuring uncertainty.
b. Dealing with uncertainty includes modeling uncertainty explicitly into the analysis.
c. Dealing with uncertainty includes eliminating uncertainty by using the normal probability distribution.
d. Dealing with uncertainty requires a basic understanding of probability.
ANSWER: c
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
3. What is not one of the important themes of your Business Analytics: Data Analysis & Decision Making text?
a. data analysis b. dealing with uncertainty
c. decision making d. data mining
ANSWER: d
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
4. Data analysis includes:
a. data description b. data inference
c. the search for relationships in data d. all of these choices
ANSWER: d
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
5. Which of the following is not one of the steps in the modeling process?
a. Select the scale for the model.
b. Collect and summarize data.
Business Analytics: Data Analysis & Decision Making,
, c. Verify the model.
d. Present the results.
e. Implement the model and update it through time.
ANSWER: a
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
6. Which of the following would not be included under data analysis?
a. measuring uncertainty b. data description
c. data inference d. search for relationships
ANSWER: a
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
7. The decision making process includes:
a. optimization techniques for problems with no uncertainty
b. decision analysis for problems with uncertainty
c. sensitivity analysis
d. all of these choices
ANSWER: d
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
®
8. Which tool is an Exc el add-in for performing what-if analyses?
a. PrecisionTree
b. TopRank
c. Solver
d. @Risk
e. StatTools
ANSWER: b
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
9. Which of the following statements are true?
a. Three important themes run through the book: data analysis, decision making, and uncertainty.
b. Data analysis includes data description, data inference, and the searching for relationships in data
Business Analytics: Data Analysis & Decision Making,
,c. Decision making includes optimization techniques for problems with no uncertainty, decision analysis for
problems with uncertainty, and structured sensitivity analysis.
Business Analytics: Data Analysis & Decision Making,
, d. Dealing with uncertainty includes measuring uncertainty and modeling uncertainty explicitly into the analysis.
e. All of these statements are true.
ANSWER: e
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
10. Data analysis includes data description, data inference, and the search for relationships in data.
a. True
b. False
ANSWER: True
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
11. Decision-making includes optimization techniques for problems with certainty, decision analysis for problems with
certainty, and structured sensitivity analysis.
a. True
b. False
ANSWER: False
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
12.
A relatively new aspect of business analytics is big data, which typically implies the analysis of the very large data sets that
companies currently encounter.
a. True
b. False
ANSWER: False
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
13. Three important themes run through the Business Analytics: Data Analysis & Decision Making text: data analysis,
decision-making, and dealing with uncertainty.
a. True
b. False
ANSWER: True
POINTS: 1
Business Analytics: Data Analysis & Decision Making,
,DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
Business Analytics: Data Analysis & Decision Making,
, ®
14. Spreadsheet simulations cannot be performed entirely with the built-in or add-in tools in Excel , so spreadsheet
simulations are still one of the most difficult quantitative models to implement in the business world.
a. True
b. False
ANSWER: False
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Data Methods
15. Although it is relatively easy to collect data, it can be more challenging to understand what the data mean.
a. True
b. False
ANSWER: True
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Data Methods
16. When we use simulation models to help make decisions, we do not deal with uncertainty at all, since we often must make
inferences from the simulated data.
a. True
b. False
ANSWER: False
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
17. We must deal with uncertainty when we make inferences from data and search for relationships in data, or when we use
decision trees to help make decisions.
a. True
b. False
ANSWER: True
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
®
18. @Risk is an Exc el add-in that can be used to run replications of a simulation, keep track of outputs, create useful
charts, and perform sensitivity analyses.
a. True
b. False
Business Analytics: Data Analysis & Decision Making,
,ANSWER: True
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
Business Analytics: Data Analysis & Decision Making,
, TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Data Methods
19. Which of the following statements is false?
a. The modeling process discussed in your text is a five-step process.
b. Dealing with uncertainty requires a basic understanding of probability.
c. Uncertainty is a key aspect of most business problems.
d. Data description and data inference are data analysis themes.
ANSWER: a
POINTS: 1
DIFFICULTY: Easy | Bloom's Knowledge
TOPICS: A-Head: 1.2 Overview of the Book | 1.3 Models and Modeling
OTHER: BUSPROG: Analytic | DISC: Decision Making
20. Which of the following statements are false?
a. Decision-making includes optimization techniques for problems with certainty, decision analysis for problems with
certainty, and structured sensitivity analysis.
b. Graphical models can be very helpful for simple problems. For complex problems, however, graphical models
usually fail to show the important elements of a problem and how they are related.
c. Dealing with uncertainty includes measuring uncertainty and modeling uncertainty explicitly into the analysis.
d. All of these statements are false.
ANSWER: c
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book | 1.3 Models and Modeling
OTHER: BUSPROG: Analytic | DISC: Decision Making
21. Which of the following statements are true?
a. A fairly recent alternative to algebraic modeling is spreadsheet modeling. Instead of relating various quantities with
algebraic equations and inequalities, we relate them in a spreadsheet with cell formulas.
b. Data are usually meaningless until they are analyzed for trends, patterns, relationships, and other useful
information
c. Algebraic models, by means of algebraic equations and inequalities, specify a set of relationships in a very precise
way. Their main drawback is that they require an ability to work with abstract mathematical symbols.
d. When we make inferences from data and search for relationships in data, or when we use decision trees to help
make decisions, we must deal with uncertainty.
e. All of these statements are true.
ANSWER: e
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book | 1.3 Models and Modeling
OTHER: BUSPROG: Analytic | DISC: Decision Making
22. What is not one of the types of models described in your Business Analytics: Data Analysis & Decision Making text?
a. algebraic model b. spreadsheet model
c. scale model d. graphical model
Business Analytics: Data Analysis & Decision Making,
Business Analytics: Data Analysis & Decision Making,
8th Edition. S. Christian Albright, Wayne L. Winston Verified
Chapters 1 - 19, Complete
Business Analytics: Data Analysis & Decision Making,
,TABLE OF CONTENTS
Chapter 1. Introduction to Business Analytics
Chapter 2. Describing the Distribution of a Variable
Chapter 3. Finding Relationships among Variables
Chapter 4. Business Intelligence (BI) Tools for Data Analysis
Chapter 5. Probability and Probability Distributions
Chapter 6. Decision Making under Uncertainty
Chapter 7. Sampling and Sampling Distributions
Chapter 8. Confidence Interval Estimation
Chapter 9. Hypothesis Testing
Chapter 10. Regression Analysis: Estimating Relationships
Chapter 11. Regression Analysis: Statistical Inference
Chapter 12. Time Series Analysis and Forecasting
Chapter 13. Introduction to Optimization Modeling
Chapter 14. Optimization Models
Chapter 15. Introduction to Simulation Modeling
Chapter 16. Simulation Models
Chapter 17. Data Mining
Chapter 18. Analysis of Variance and Experimental Design
Chapter 19. Statistical Process Control
Chapter 1. Introduction to Business Analytics
Business Analytics: Data Analysis & Decision Making,
,1. The decision-making themes covered in Business Analytics: Data Analysis & Decision Making include which of the
following?
a. optimization techniques b. decision analysis with uncertainty
c. structured sensitivity analysis d. all of these choices
ANSWER: d
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1-2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
2. Which statement is not true?
a. Dealing with uncertainty includes measuring uncertainty.
b. Dealing with uncertainty includes modeling uncertainty explicitly into the analysis.
c. Dealing with uncertainty includes eliminating uncertainty by using the normal probability distribution.
d. Dealing with uncertainty requires a basic understanding of probability.
ANSWER: c
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
3. What is not one of the important themes of your Business Analytics: Data Analysis & Decision Making text?
a. data analysis b. dealing with uncertainty
c. decision making d. data mining
ANSWER: d
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
4. Data analysis includes:
a. data description b. data inference
c. the search for relationships in data d. all of these choices
ANSWER: d
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
5. Which of the following is not one of the steps in the modeling process?
a. Select the scale for the model.
b. Collect and summarize data.
Business Analytics: Data Analysis & Decision Making,
, c. Verify the model.
d. Present the results.
e. Implement the model and update it through time.
ANSWER: a
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
6. Which of the following would not be included under data analysis?
a. measuring uncertainty b. data description
c. data inference d. search for relationships
ANSWER: a
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
7. The decision making process includes:
a. optimization techniques for problems with no uncertainty
b. decision analysis for problems with uncertainty
c. sensitivity analysis
d. all of these choices
ANSWER: d
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
®
8. Which tool is an Exc el add-in for performing what-if analyses?
a. PrecisionTree
b. TopRank
c. Solver
d. @Risk
e. StatTools
ANSWER: b
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
9. Which of the following statements are true?
a. Three important themes run through the book: data analysis, decision making, and uncertainty.
b. Data analysis includes data description, data inference, and the searching for relationships in data
Business Analytics: Data Analysis & Decision Making,
,c. Decision making includes optimization techniques for problems with no uncertainty, decision analysis for
problems with uncertainty, and structured sensitivity analysis.
Business Analytics: Data Analysis & Decision Making,
, d. Dealing with uncertainty includes measuring uncertainty and modeling uncertainty explicitly into the analysis.
e. All of these statements are true.
ANSWER: e
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
10. Data analysis includes data description, data inference, and the search for relationships in data.
a. True
b. False
ANSWER: True
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
11. Decision-making includes optimization techniques for problems with certainty, decision analysis for problems with
certainty, and structured sensitivity analysis.
a. True
b. False
ANSWER: False
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
12.
A relatively new aspect of business analytics is big data, which typically implies the analysis of the very large data sets that
companies currently encounter.
a. True
b. False
ANSWER: False
POINTS: 1
DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
13. Three important themes run through the Business Analytics: Data Analysis & Decision Making text: data analysis,
decision-making, and dealing with uncertainty.
a. True
b. False
ANSWER: True
POINTS: 1
Business Analytics: Data Analysis & Decision Making,
,DIFFICULTY: Easy | Bloom's: Knowledge
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
Business Analytics: Data Analysis & Decision Making,
, ®
14. Spreadsheet simulations cannot be performed entirely with the built-in or add-in tools in Excel , so spreadsheet
simulations are still one of the most difficult quantitative models to implement in the business world.
a. True
b. False
ANSWER: False
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Data Methods
15. Although it is relatively easy to collect data, it can be more challenging to understand what the data mean.
a. True
b. False
ANSWER: True
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Data Methods
16. When we use simulation models to help make decisions, we do not deal with uncertainty at all, since we often must make
inferences from the simulated data.
a. True
b. False
ANSWER: False
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
17. We must deal with uncertainty when we make inferences from data and search for relationships in data, or when we use
decision trees to help make decisions.
a. True
b. False
ANSWER: True
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Decision Making
®
18. @Risk is an Exc el add-in that can be used to run replications of a simulation, keep track of outputs, create useful
charts, and perform sensitivity analyses.
a. True
b. False
Business Analytics: Data Analysis & Decision Making,
,ANSWER: True
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
Business Analytics: Data Analysis & Decision Making,
, TOPICS: A-Head: 1.2 Overview of the Book
OTHER: BUSPROG: Analytic | DISC: Data Methods
19. Which of the following statements is false?
a. The modeling process discussed in your text is a five-step process.
b. Dealing with uncertainty requires a basic understanding of probability.
c. Uncertainty is a key aspect of most business problems.
d. Data description and data inference are data analysis themes.
ANSWER: a
POINTS: 1
DIFFICULTY: Easy | Bloom's Knowledge
TOPICS: A-Head: 1.2 Overview of the Book | 1.3 Models and Modeling
OTHER: BUSPROG: Analytic | DISC: Decision Making
20. Which of the following statements are false?
a. Decision-making includes optimization techniques for problems with certainty, decision analysis for problems with
certainty, and structured sensitivity analysis.
b. Graphical models can be very helpful for simple problems. For complex problems, however, graphical models
usually fail to show the important elements of a problem and how they are related.
c. Dealing with uncertainty includes measuring uncertainty and modeling uncertainty explicitly into the analysis.
d. All of these statements are false.
ANSWER: c
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book | 1.3 Models and Modeling
OTHER: BUSPROG: Analytic | DISC: Decision Making
21. Which of the following statements are true?
a. A fairly recent alternative to algebraic modeling is spreadsheet modeling. Instead of relating various quantities with
algebraic equations and inequalities, we relate them in a spreadsheet with cell formulas.
b. Data are usually meaningless until they are analyzed for trends, patterns, relationships, and other useful
information
c. Algebraic models, by means of algebraic equations and inequalities, specify a set of relationships in a very precise
way. Their main drawback is that they require an ability to work with abstract mathematical symbols.
d. When we make inferences from data and search for relationships in data, or when we use decision trees to help
make decisions, we must deal with uncertainty.
e. All of these statements are true.
ANSWER: e
POINTS: 1
DIFFICULTY: Easy | Bloom's: Comprehension
TOPICS: A-Head: 1.2 Overview of the Book | 1.3 Models and Modeling
OTHER: BUSPROG: Analytic | DISC: Decision Making
22. What is not one of the types of models described in your Business Analytics: Data Analysis & Decision Making text?
a. algebraic model b. spreadsheet model
c. scale model d. graphical model
Business Analytics: Data Analysis & Decision Making,
