,DataAnalyticsforAcco
n n n
unting
Vernon J. Richardson
n n
University n ofn Arkansa s,
Xi’an n Jiaotong n Liverpooln Unive rsity
Ryan A. Teeter
n n
University n ofn Pittsburgh
Katie L. Terrell
n n
University n ofn Arkansa s
,DATAn ANALYTICSn FORn ACCOUNTING
Publishednby nMcGraw-HillnEducation, n2nPennnPlaza,nNewnYork,nNYn10121.nCopyrightn©n2019 n by n McGraw-
Hilln Education. nAllnrightsnreserved.n Printedn innthen UnitednStatesnof nAmerica.nNonpartnofn thisnpublicationn mayn
ben reproducednorn distributedn innany nform nor nbynany nmeans,norn stored ninn an databasen or nretrievalnsystem,nwithou
tn then prior n written n consentn of n McGraw-
Hilln Education,nincluding,nbutnnotnlimitednto,ninnany nnetworknornother nelectronicn storagenor ntransmission,nornbro
adcastn for n distancen learning.
Somen ancillaries,nincludingnelectronicnandnprintncomponents,nmaynnotnbenavailablentoncustomersnoutsiden the
n United n States.
This nbook nis nprinted non nacid-
freenpaper.n 1n2n3 n4n5 n6n7n8 n9nLWI/LW
I n 21 n 20 n 19 n 18
ISBNn 978-1-260-37519-0
MHIDn 1-260-37519-6
Portfolio nManager:n StevenSchuetzn Pro
ductn Developer:nAlexandra nKukla n Ma
rketingn Manager:n Michellen Williams
Contentn Projectn Managers:n Fran n Simon/Angela n Norris
Buyer:n Suen Culbertson
Design:n Egzon n Shaquiri
ContentnLicensingnSpecialist:nShawntelnSchmittn Co
ver n Image:n©nSUNSHADOW/Shutterstockn Compo
sitor:n SPin Global
Alln creditsnappearingnonnpagenornatnthenend nof nthenbooknarenconsidered ntonbenannextensionnofnthen copyrightnpage
.
Library n ofn Congressn Cataloging-in-Publicationn Data
Names:n Richardson, nVernonnJ.,nauthor.n|nTeeter,nRyan,nauthor.n|nTerrell,n K
atie,n author.
Title:n Datan analyticsnfor naccountingn /nVernonn Richardson,nUniversity n of n
Arkansas,nXi’an nJiaotongnLiverpoolnUniversity,nRyannTeeter, nUniversitynof
n Pittsburgh, n Katien Terrell, n University n of n Arkansas.
Description:n Firstn Edition. n |n Dubuquen :n McGraw-
Hilln Education, n[2018] nIdentifiers:nLCCNn2018009171 n|nISBNn97812603
75190 n(alk.npaper) n Subjects:n LCSH:n Accounting—Datan processing.
Classification:nLCCnHF5679 n.R534 n 2018 n |n DDCn 657.0285—
dc23 n LCnrecordn availablen atn https://lccn.loc.gov/2018009171
Then Internetnaddressesnlisted nin nthentextnwerenaccuratenatnthentimenofnpublication. nTheninclusionnofnanwebsitendo
es n notn indicaten an n endorsementn by n then authors n orn McGraw-Hilln Education, n and n McGraw-
Hilln Education n does n notn guaranteen then accuracy n ofn then information n presented n atn thesen sites.
, mheducation.com/highered
n n n
unting
Vernon J. Richardson
n n
University n ofn Arkansa s,
Xi’an n Jiaotong n Liverpooln Unive rsity
Ryan A. Teeter
n n
University n ofn Pittsburgh
Katie L. Terrell
n n
University n ofn Arkansa s
,DATAn ANALYTICSn FORn ACCOUNTING
Publishednby nMcGraw-HillnEducation, n2nPennnPlaza,nNewnYork,nNYn10121.nCopyrightn©n2019 n by n McGraw-
Hilln Education. nAllnrightsnreserved.n Printedn innthen UnitednStatesnof nAmerica.nNonpartnofn thisnpublicationn mayn
ben reproducednorn distributedn innany nform nor nbynany nmeans,norn stored ninn an databasen or nretrievalnsystem,nwithou
tn then prior n written n consentn of n McGraw-
Hilln Education,nincluding,nbutnnotnlimitednto,ninnany nnetworknornother nelectronicn storagenor ntransmission,nornbro
adcastn for n distancen learning.
Somen ancillaries,nincludingnelectronicnandnprintncomponents,nmaynnotnbenavailablentoncustomersnoutsiden the
n United n States.
This nbook nis nprinted non nacid-
freenpaper.n 1n2n3 n4n5 n6n7n8 n9nLWI/LW
I n 21 n 20 n 19 n 18
ISBNn 978-1-260-37519-0
MHIDn 1-260-37519-6
Portfolio nManager:n StevenSchuetzn Pro
ductn Developer:nAlexandra nKukla n Ma
rketingn Manager:n Michellen Williams
Contentn Projectn Managers:n Fran n Simon/Angela n Norris
Buyer:n Suen Culbertson
Design:n Egzon n Shaquiri
ContentnLicensingnSpecialist:nShawntelnSchmittn Co
ver n Image:n©nSUNSHADOW/Shutterstockn Compo
sitor:n SPin Global
Alln creditsnappearingnonnpagenornatnthenend nof nthenbooknarenconsidered ntonbenannextensionnofnthen copyrightnpage
.
Library n ofn Congressn Cataloging-in-Publicationn Data
Names:n Richardson, nVernonnJ.,nauthor.n|nTeeter,nRyan,nauthor.n|nTerrell,n K
atie,n author.
Title:n Datan analyticsnfor naccountingn /nVernonn Richardson,nUniversity n of n
Arkansas,nXi’an nJiaotongnLiverpoolnUniversity,nRyannTeeter, nUniversitynof
n Pittsburgh, n Katien Terrell, n University n of n Arkansas.
Description:n Firstn Edition. n |n Dubuquen :n McGraw-
Hilln Education, n[2018] nIdentifiers:nLCCNn2018009171 n|nISBNn97812603
75190 n(alk.npaper) n Subjects:n LCSH:n Accounting—Datan processing.
Classification:nLCCnHF5679 n.R534 n 2018 n |n DDCn 657.0285—
dc23 n LCnrecordn availablen atn https://lccn.loc.gov/2018009171
Then Internetnaddressesnlisted nin nthentextnwerenaccuratenatnthentimenofnpublication. nTheninclusionnofnanwebsitendo
es n notn indicaten an n endorsementn by n then authors n orn McGraw-Hilln Education, n and n McGraw-
Hilln Education n does n notn guaranteen then accuracy n ofn then information n presented n atn thesen sites.
, mheducation.com/highered
