SOLUTION MANUAL for Data Analytics for Accounting, 3
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rd Edition by Vernon Richardson, Chapters 1 - 9
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1
,TABLE OF CONTENTS
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Chapter 1: Data Analytics for Accounting and Identifying the Questions
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Chapter 2: Mastering the Data
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Chapter 3: Performing the Test Plan and Analyzing the Results
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Chapter 4: Communicating Results and Visualizations
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Chapter 5: The Modern Accounting Environment
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Chapter 6: Audit Data Analytics
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Chapter 7: Managerial Analytics
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Chapter 8: Financial Statement Analytics
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Chapter 9: Tax Analytics
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2
,Solutions Manual – Chapter 1
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SolutionsmtomMultiplemChoicemQuestions
1. (LOm1-1)mBigmDatamismoftenmdescribedmbymthemfourmVs,mor
a. volume,mvelocity,mveracity,mandmvariability.
b. volume,mvelocity,mveracity,mandmvariety.
c. volume,mvolatility,mveracity,mandmvariability.
d. variability,mvelocity,mveracity,mandmvariety.
Answer:mb
2. LOm1-
4)mWhichmdatamapproachmattemptsmtomassignmeachmunitminmampopulationmintomamsmallmsetmofmclassesm(ormgrou
ps)mwheremthemunitmbestmfits?
a. Regression
b. Similaritymmatching
c. Co-occurrencemgrouping
d. Classification
Answer:md
3. (LOm1-
4)mWhichmdatamapproachmattemptsmtomidentifymsimilarmindividualsmbasedmonmdatamknownmaboutmthem?
a. Classification
b. Regression
c. Similaritymmatching
d. Datamreduction
Answer:mc
4. (LOm1-4)mWhichmdatamapproachmattemptsmtompredictmconnectionsmbetweenmtwomdatamitems?
a. Profiling
b. Classification
c. Linkmprediction
d. Regression
3
, Answer:mc
5. (LOm1-
6)mWhichmofmthesemtermsmismdefinedmasmbeingmamcentralmrepositorymofmdescriptionsmformallmofmthemdatamattribut
esmofmthemdataset?
a. BigmData
b. Datamwarehouse
c. Datamdictionary
d. DatamAnalytics
Answer:mc
6. (LOm1-5)mWhichmskillsmweremnotmemphasizedmthatmanalytic-mindedmaccountantsmshouldmhave?
a. Developedmanmanalyticsmmindset
b. Datamscrubbingmandmdatampreparation
c. Classificationmofmtestmapproaches
d. Statisticalmdatamanalysismcompetency
Answer:mc
7. (LOm1-5)mInmwhichmareasmweremskillsmnotmemphasizedmformanalytic-mindedmaccountants?
a. Datamquality
b. Descriptivemdatamanalysis
c. Datamvisualizationmandmdatamreporting
d. Datamandmsystemsmanalysismandmdesign
Answer:md
8. (LOm1-4)mThemIMPACTmcyclemincludesmallmexceptmthemfollowingmsteps:
a. performmtestmplan.
b. visualizemthemdata.
c. mastermthemdata.
d. trackmoutcomes.
Answer:mb
9. (LOm1-4)mThemIMPACTmcyclemspecificallymincludesmallmexceptmthemfollowingmsteps:
a. datampreparation.
b. communicateminsights.
c. addressmandmrefinemresults.
d. performmtestmplan.
4
m m m m m m m
rd Edition by Vernon Richardson, Chapters 1 - 9
m m m m m m m m m
1
,TABLE OF CONTENTS
m m
Chapter 1: Data Analytics for Accounting and Identifying the Questions
m m m m m m m m m
Chapter 2: Mastering the Data
m m m m
Chapter 3: Performing the Test Plan and Analyzing the Results
m m m m m m m m m
Chapter 4: Communicating Results and Visualizations
m m m m m
Chapter 5: The Modern Accounting Environment
m m m m m
Chapter 6: Audit Data Analytics
m m m m
Chapter 7: Managerial Analytics
m m m
Chapter 8: Financial Statement Analytics
m m m m
Chapter 9: Tax Analytics
m m m
2
,Solutions Manual – Chapter 1
m m m m
SolutionsmtomMultiplemChoicemQuestions
1. (LOm1-1)mBigmDatamismoftenmdescribedmbymthemfourmVs,mor
a. volume,mvelocity,mveracity,mandmvariability.
b. volume,mvelocity,mveracity,mandmvariety.
c. volume,mvolatility,mveracity,mandmvariability.
d. variability,mvelocity,mveracity,mandmvariety.
Answer:mb
2. LOm1-
4)mWhichmdatamapproachmattemptsmtomassignmeachmunitminmampopulationmintomamsmallmsetmofmclassesm(ormgrou
ps)mwheremthemunitmbestmfits?
a. Regression
b. Similaritymmatching
c. Co-occurrencemgrouping
d. Classification
Answer:md
3. (LOm1-
4)mWhichmdatamapproachmattemptsmtomidentifymsimilarmindividualsmbasedmonmdatamknownmaboutmthem?
a. Classification
b. Regression
c. Similaritymmatching
d. Datamreduction
Answer:mc
4. (LOm1-4)mWhichmdatamapproachmattemptsmtompredictmconnectionsmbetweenmtwomdatamitems?
a. Profiling
b. Classification
c. Linkmprediction
d. Regression
3
, Answer:mc
5. (LOm1-
6)mWhichmofmthesemtermsmismdefinedmasmbeingmamcentralmrepositorymofmdescriptionsmformallmofmthemdatamattribut
esmofmthemdataset?
a. BigmData
b. Datamwarehouse
c. Datamdictionary
d. DatamAnalytics
Answer:mc
6. (LOm1-5)mWhichmskillsmweremnotmemphasizedmthatmanalytic-mindedmaccountantsmshouldmhave?
a. Developedmanmanalyticsmmindset
b. Datamscrubbingmandmdatampreparation
c. Classificationmofmtestmapproaches
d. Statisticalmdatamanalysismcompetency
Answer:mc
7. (LOm1-5)mInmwhichmareasmweremskillsmnotmemphasizedmformanalytic-mindedmaccountants?
a. Datamquality
b. Descriptivemdatamanalysis
c. Datamvisualizationmandmdatamreporting
d. Datamandmsystemsmanalysismandmdesign
Answer:md
8. (LOm1-4)mThemIMPACTmcyclemincludesmallmexceptmthemfollowingmsteps:
a. performmtestmplan.
b. visualizemthemdata.
c. mastermthemdata.
d. trackmoutcomes.
Answer:mb
9. (LOm1-4)mThemIMPACTmcyclemspecificallymincludesmallmexceptmthemfollowingmsteps:
a. datampreparation.
b. communicateminsights.
c. addressmandmrefinemresults.
d. performmtestmplan.
4