1
,TABLE OF CONTENTS
u u
Chapter 1: Data Analytics for Accounting and Identifying the Questions
u u u u u u u u u
Chapter 2: Mastering the Data
u u u u
Chapter 3: Performing the Test Plan and Analyzing the Results
u u u u u u u u u
Chapter 4: Communicating Results and Visualizations
u u u u u
Chapter 5: The Modern Accounting Environment
u u u u u
Chapter 6: Audit Data Analytics
u u u u
Chapter 7: Managerial Analytics
u u u
Chapter 8: Financial Statement Analytics
u u u u
Chapter 9: Tax Analytics
u u u
2
,Solutions Manual – Chapter 1
u u u u
SolutionsutouMultipleuChoiceuQuestions
1. (LOu1-1)uBiguDatauisuoftenudescribedubyutheufouruVs,uor
a. volume,uvelocity,uveracity,uanduvariability.
b. volume,uvelocity,uveracity,uanduvariety.
c. volume,uvolatility,uveracity,uanduvariability.
d. variability,uvelocity,uveracity,uanduvariety.
Answer:ub
2. LOu1-
4)uWhichudatauapproachuattemptsutouassignueachuunituinuaupopulationuintouausmallusetuofuclassesu(orugroups)u
whereutheuunitubestufits?
a. Regression
b. Similarityumatching
c. Co-occurrenceugrouping
d. Classification
Answer:ud
3. (LOu1-
4)uWhichudatauapproachuattemptsutouidentifyusimilaruindividualsubaseduonudatauknownuaboututhem?
a. Classification
b. Regression
c. Similarityumatching
d. Dataureduction
Answer:uc
4. (LOu1-4)uWhichudatauapproachuattemptsutoupredictuconnectionsubetweenutwoudatauitems?
a. Profiling
b. Classification
c. Linkuprediction
d. Regression
3
, Answer:uc
5. (LOu1-
6)uWhichuofutheseutermsuisudefineduasubeinguaucentralurepositoryuofudescriptionsuforualluofutheudatauattributesuo
futheudataset?
a. BiguData
b. Datauwarehouse
c. Dataudictionary
d. DatauAnalytics
Answer:uc
6. (LOu1-5)uWhichuskillsuwereunotuemphasizeduthatuanalytic-mindeduaccountantsushoulduhave?
a. Developeduanuanalyticsumindset
b. Datauscrubbinguandudataupreparation
c. Classificationuofutestuapproaches
d. Statisticaludatauanalysisucompetency
Answer:uc
7. (LOu1-5)uInuwhichuareasuwereuskillsunotuemphasizeduforuanalytic-mindeduaccountants?
a. Datauquality
b. Descriptiveudatauanalysis
c. Datauvisualizationuandudataureporting
d. Datauandusystemsuanalysisuandudesign
Answer:ud
8. (LOu1-4)uTheuIMPACTucycleuincludesualluexceptutheufollowingusteps:
a. performutestuplan.
b. visualizeutheudata.
c. masterutheudata.
d. trackuoutcomes.
Answer:ub
9. (LOu1-4)uTheuIMPACTucycleuspecificallyuincludesualluexceptutheufollowingusteps:
a. dataupreparation.
b. communicateuinsights.
c. addressuandurefineuresults.
d. performutestuplan.
4
,TABLE OF CONTENTS
u u
Chapter 1: Data Analytics for Accounting and Identifying the Questions
u u u u u u u u u
Chapter 2: Mastering the Data
u u u u
Chapter 3: Performing the Test Plan and Analyzing the Results
u u u u u u u u u
Chapter 4: Communicating Results and Visualizations
u u u u u
Chapter 5: The Modern Accounting Environment
u u u u u
Chapter 6: Audit Data Analytics
u u u u
Chapter 7: Managerial Analytics
u u u
Chapter 8: Financial Statement Analytics
u u u u
Chapter 9: Tax Analytics
u u u
2
,Solutions Manual – Chapter 1
u u u u
SolutionsutouMultipleuChoiceuQuestions
1. (LOu1-1)uBiguDatauisuoftenudescribedubyutheufouruVs,uor
a. volume,uvelocity,uveracity,uanduvariability.
b. volume,uvelocity,uveracity,uanduvariety.
c. volume,uvolatility,uveracity,uanduvariability.
d. variability,uvelocity,uveracity,uanduvariety.
Answer:ub
2. LOu1-
4)uWhichudatauapproachuattemptsutouassignueachuunituinuaupopulationuintouausmallusetuofuclassesu(orugroups)u
whereutheuunitubestufits?
a. Regression
b. Similarityumatching
c. Co-occurrenceugrouping
d. Classification
Answer:ud
3. (LOu1-
4)uWhichudatauapproachuattemptsutouidentifyusimilaruindividualsubaseduonudatauknownuaboututhem?
a. Classification
b. Regression
c. Similarityumatching
d. Dataureduction
Answer:uc
4. (LOu1-4)uWhichudatauapproachuattemptsutoupredictuconnectionsubetweenutwoudatauitems?
a. Profiling
b. Classification
c. Linkuprediction
d. Regression
3
, Answer:uc
5. (LOu1-
6)uWhichuofutheseutermsuisudefineduasubeinguaucentralurepositoryuofudescriptionsuforualluofutheudatauattributesuo
futheudataset?
a. BiguData
b. Datauwarehouse
c. Dataudictionary
d. DatauAnalytics
Answer:uc
6. (LOu1-5)uWhichuskillsuwereunotuemphasizeduthatuanalytic-mindeduaccountantsushoulduhave?
a. Developeduanuanalyticsumindset
b. Datauscrubbinguandudataupreparation
c. Classificationuofutestuapproaches
d. Statisticaludatauanalysisucompetency
Answer:uc
7. (LOu1-5)uInuwhichuareasuwereuskillsunotuemphasizeduforuanalytic-mindeduaccountants?
a. Datauquality
b. Descriptiveudatauanalysis
c. Datauvisualizationuandudataureporting
d. Datauandusystemsuanalysisuandudesign
Answer:ud
8. (LOu1-4)uTheuIMPACTucycleuincludesualluexceptutheufollowingusteps:
a. performutestuplan.
b. visualizeutheudata.
c. masterutheudata.
d. trackuoutcomes.
Answer:ub
9. (LOu1-4)uTheuIMPACTucycleuspecificallyuincludesualluexceptutheufollowingusteps:
a. dataupreparation.
b. communicateuinsights.
c. addressuandurefineuresults.
d. performutestuplan.
4