,DataAnalyticsforAcco
k k k
unting
Vernon J. Richardson
k k
University kofk Arkan sas,
Xi’an kJiaotong kLiv erpoo lk Un iversity
Ryan A. Teeter
k k
University kofk Pittsburgh
Katie L. Terrell
k k
University kofk Arkan sas
,DATAk ANALYTICSk FORk ACCOUNTING
Publishedkby kMcGraw-HillkEducation, k2kPennkPlaza,kNewkYork,kNYk10121.kCopyrightk©k2019 k by k McGraw-
Hillk Education. kAllkrightskreserved.k Printedk inkthek UnitedkStateskof kAmerica.kNokpartkofk thiskpublicationk mayk
bek reproducedkork distributedk inkany kform kor kbykany kmeans,kork stored kink ak databasek or kretrievalksystem,kwithou
tk thek prior k written k consentk of k McGraw-
Hillk Education,kincluding,kbutknotklimitedkto,kinkany knetworkkorkother kelectronick storagekor ktransmission,korkbro
adcastk for k distancek learning.
Somek ancillaries,kincludingkelectronickandkprintkcomponents,kmayknotkbekavailablektokcustomerskoutsidek the
k United k States.
This kbook kis kprinted kon kacid-
freekpaper.k 1k2k3 k4k5 k6k7k8 k9kLWI/LW
I k 21 k 20 k 19 k 18
ISBNk 978-1-260-37519-0
MHIDk 1-260-37519-6
Portfolio kManager:k StevekSchuetzk Pro
ductk Developer:kAlexandra kKuklak Mar
ketingk Manager:k MichellekWilliams
Contentk Projectk Managers:k Fran kSimon/Angela kNorris
Buyer:k SuekCulbertson
Design:k Egzon kShaquiri
ContentkLicensingkSpecialist:kShawntelkSchmittk Co
ver k Image:k©kSUNSHADOW/Shutterstock k Compo
sitor:k SPikGlobal
Allk creditskappearingkonkpagekorkatkthekend kof kthekbookkarekconsidered ktokbekankextensionkofkthek copyrightkpage
.
Library k ofk Congressk Cataloging-in-Publicationk Data
Names:k Richardson, kVernonkJ.,kauthor.k|kTeeter,kRyan,kauthor.k|kTerrell,k K
atie,k author.
Title:k Datak analyticskfor kaccountingk /kVernonk Richardson,kUniversity k of k
Arkansas,kXi’an kJiaotongkLiverpoolkUniversity,kRyankTeeter, kUniversitykof
k Pittsburgh, k Katiek Terrell, k University k of k Arkansas.
Description:k Firstk Edition. k |k Dubuquek :k McGraw-
Hillk Education, k[2018] kIdentifiers:kLCCNk2018009171 k|kISBNk97812603
75190 k(alk.kpaper) k Subjects:k LCSH:k Accounting—Datak processing.
Classification:kLCCkHF5679 k.R534 k 2018 k |k DDCk 657.0285—
dc23 k LCkrecordk availablek atk https://lccn.loc.gov/2018009171
Thek Internetkaddressesklisted kin kthektextkwerekaccuratekatkthektimekofkpublication. kThekinclusionkofkakwebsitekdo
es k notk indicatek an k endorsementk by k thek authors k ork McGraw-Hillk Education, k and k McGraw-
Hillk Education k does k notk guaranteek thek accuracy k ofk thek information k presented k atk thesek sites.
, mheducation.com/highered
k k k
unting
Vernon J. Richardson
k k
University kofk Arkan sas,
Xi’an kJiaotong kLiv erpoo lk Un iversity
Ryan A. Teeter
k k
University kofk Pittsburgh
Katie L. Terrell
k k
University kofk Arkan sas
,DATAk ANALYTICSk FORk ACCOUNTING
Publishedkby kMcGraw-HillkEducation, k2kPennkPlaza,kNewkYork,kNYk10121.kCopyrightk©k2019 k by k McGraw-
Hillk Education. kAllkrightskreserved.k Printedk inkthek UnitedkStateskof kAmerica.kNokpartkofk thiskpublicationk mayk
bek reproducedkork distributedk inkany kform kor kbykany kmeans,kork stored kink ak databasek or kretrievalksystem,kwithou
tk thek prior k written k consentk of k McGraw-
Hillk Education,kincluding,kbutknotklimitedkto,kinkany knetworkkorkother kelectronick storagekor ktransmission,korkbro
adcastk for k distancek learning.
Somek ancillaries,kincludingkelectronickandkprintkcomponents,kmayknotkbekavailablektokcustomerskoutsidek the
k United k States.
This kbook kis kprinted kon kacid-
freekpaper.k 1k2k3 k4k5 k6k7k8 k9kLWI/LW
I k 21 k 20 k 19 k 18
ISBNk 978-1-260-37519-0
MHIDk 1-260-37519-6
Portfolio kManager:k StevekSchuetzk Pro
ductk Developer:kAlexandra kKuklak Mar
ketingk Manager:k MichellekWilliams
Contentk Projectk Managers:k Fran kSimon/Angela kNorris
Buyer:k SuekCulbertson
Design:k Egzon kShaquiri
ContentkLicensingkSpecialist:kShawntelkSchmittk Co
ver k Image:k©kSUNSHADOW/Shutterstock k Compo
sitor:k SPikGlobal
Allk creditskappearingkonkpagekorkatkthekend kof kthekbookkarekconsidered ktokbekankextensionkofkthek copyrightkpage
.
Library k ofk Congressk Cataloging-in-Publicationk Data
Names:k Richardson, kVernonkJ.,kauthor.k|kTeeter,kRyan,kauthor.k|kTerrell,k K
atie,k author.
Title:k Datak analyticskfor kaccountingk /kVernonk Richardson,kUniversity k of k
Arkansas,kXi’an kJiaotongkLiverpoolkUniversity,kRyankTeeter, kUniversitykof
k Pittsburgh, k Katiek Terrell, k University k of k Arkansas.
Description:k Firstk Edition. k |k Dubuquek :k McGraw-
Hillk Education, k[2018] kIdentifiers:kLCCNk2018009171 k|kISBNk97812603
75190 k(alk.kpaper) k Subjects:k LCSH:k Accounting—Datak processing.
Classification:kLCCkHF5679 k.R534 k 2018 k |k DDCk 657.0285—
dc23 k LCkrecordk availablek atk https://lccn.loc.gov/2018009171
Thek Internetkaddressesklisted kin kthektextkwerekaccuratekatkthektimekofkpublication. kThekinclusionkofkakwebsitekdo
es k notk indicatek an k endorsementk by k thek authors k ork McGraw-Hillk Education, k and k McGraw-
Hillk Education k does k notk guaranteek thek accuracy k ofk thek information k presented k atk thesek sites.
, mheducation.com/highered
