DataAnalyticsforAccounting,3rdEdition
l l l l l
byVernonRichardson,Chapters1 -9
l l l l ll l
1
,Chapter 1: Data Analytics for Accounting andIdentifying the Questions Chapter 2: Mastering the Data
l ll l l ll l l ll l l l l ll ll l
Chapter 3: Performing the Test Plan and Analyzing the Results Chapter 4:Communicating Resultsand
ll ll ll ll ll ll l ll ll l l l l l l
Visualizations
l
Chapter 5: The Modern Accounting Environment Chapter 6: Audit Data
l l l l l l l ll l ll
Analytics
l
Chapter 7: ManagerialAnalytics
l l l
Chapter 8: Financial StatementAnalytics Chapter 9: Tax Analytics
l l l l l l ll ll l
2
,Solutions Manual – Chapter 1
ll ll ll ll
Solutions to Multiple Choice Questions
ll ll ll ll
1. (LO 1-1) Big Data is often described by the four Vs, or
ll ll ll ll ll ll ll ll ll ll ll
a. volume, velocity,veracity, and variability. l l l l
b. volume, velocity, veracity, and variety. l l l l
c. volume, volatility, veracity, and variability. l l l l
d. variability, velocity, veracity, and variety. l l l l
Answer: b l
2. LO 1-4) Which data approach attempts to assign each unit in a population into a small set
ll ll ll ll ll ll ll ll ll ll ll ll ll ll ll ll
l ofclasses (or groups) where the unit best fits?
l ll l ll ll ll ll ll
a. Regression
b. Similaritymatching l
c. Co-occurrencegrouping l
d. Classification
Answer: d l
3. (LO 1-4) Which data approach attempts to identify similar individuals based on data
ll ll ll ll ll ll ll l ll ll ll ll
knownabout them?
l l l
a. Classification
b. Regression
c. Similaritymatching l
d. Datareduction l
Answer: c l
4. (LO 1-4) Which data approach attempts to predict connections between two data items?
ll ll l ll ll ll ll ll ll l l ll
a. Profiling
b. Classification
c. Link prediction ll
d. Regression
3
, Answer: c l
5. (LO 1-6) Which of these terms is defined as being a central repository of descriptions for all of the
ll ll ll ll ll ll ll ll ll ll ll ll ll ll ll ll ll l l
data attributes of the dataset?
ll ll ll l ll
a. Big Data
ll
b. Data warehouse
l
c. Data dictionary
ll
d. DataAnalyticsl
Answer: c l
6. (LO 1-5) Which skills were not emphasized that analytic-minded accountants should have?
ll ll l ll ll ll ll ll ll ll ll
a. Developed an analytics mindset l ll ll
b. Data scrubbing and data preparation
ll ll ll ll
c. Classification of test approaches ll l ll
d. Statistical data analysis competency l ll ll
Answer: c l
7. (LO 1-5) In which areas were skills not emphasized for analytic-minded accountants?
ll ll ll ll ll ll ll ll ll ll ll
a. Data quality ll
b. Descriptivedata analysis l ll
c. Data visualization and data reporting
ll l ll ll
d. Data and systems analysis and design
ll ll ll ll l
Answer: d l
8. (LO 1-4) The IMPACT cycle includes all except the following steps:
ll ll ll ll ll ll ll ll ll l
a. performtest plan. l l
b. visualize the data. ll ll
c. master the data. l ll
d. trackoutcomes.
l
Answer: b l
9. (LO 1-4) The IMPACT cycle specifically includes all except the following steps:
ll ll ll ll ll l ll ll ll ll ll
a. datapreparation.
l
b. communicateinsights. l
c. address and refine results. ll l ll
d. perform test plan. l ll
4