Solution Manual for Data and Analytics in Accounting An Integrated Approach 1st Edition By Ann C. Dzuranin, Guido Geerts, Margarita Lenk |All Chapters| Latest Version 2025 A+









4567898  595
4 67956
68598
6668
58

6759698 6898 
75986
4 !"579556 55
66686

975
4 #$
589
5%9

85567
577
66686

9
4 &'(
6986

6
66686

998
5
798 5
66686

975





0)*+ 6)*-
4 ,-./,"99

'6
,. .!98,++0- 4 !,-./,"99

'6
,. .!98,++0-/8
5
5,
/8
5
5,+$01+2045576 5.58

"55
68
 +$01+2045576 5.58

"55
68
'8685
'868528986
055895 28986
055895
3)*0 
7)*0
4 ,-./,"99

'6
,. .!98,++0-/8
5
5,
+$01+2045576 5.58

"55
68
'8685
28986
055895

4)*0
4 !,-./,"99

'6
,. .!98,++0-/8
5
5,
+$01+2045576 5.58

"55
68
'8685
28986
055895

5)*-
4 !,-./,"99

'6
,. .!98,++0-
/8
5
5,+$01+2045576 5.58

"55
68

'868528986
055895

 010

, 45789 5 9



 !"#!

$
%
&
4!'!(#!!)#!'!*")!
&
*!!!

+,-
45789 
.!" 5 /






$
%
&
4!'!(#!!)#!'!*")!
&
*!!!

0,-

45789 
.!" 5 /






$
%
&
4!'!(#!!)#!'!*")!
&
*!!!

1,-

4578/ 5 9



 !"#!

$
%
&
4!'!(#!!)#!'!*")!
&
*!!!

728
4578/ 5 9



 !"#!

$
%
&
4!'!(#!!)#!'!*")!
&
*!!!

778




012


, 45789 5 





!"#$"
%
&
'
4"(")$""*
$"("+
# 7,8


*
"'


+""
" 4578, 
-"# 5 9







%
&
'
4"(")$""*
$"("+
#
*
"
78
 
'


+""
"
4578, 5 





!"#$"
%
&
'
4"(")$""*
$"("+
# 7.8

*
"'


+""
" 4578, 
-"# 5 9







%
&
'
4"(")$""*
$"("+
#
*
"
798 '


+""
"
4578, 5 





!"#$"
%
&
'
4"(")$""*
$"("+
#

*
"'


+""
"






0/0 **"
&
"1
#*"
-
"1*("##"##

"
*")
"18*
)"+
"!*
"!+)"

""#2
!*""
")*"


$+)"
8*"
&
1(
)
$
#
* !*"


$+)"
*
$
$8*"
"!
&
"1!*(" )""*
$
#
#
3"

*"
)""1 !"*"+
""18

45787""
"5 4




!"#$"
%
&
'
4"(")$""*
$"("+
#
*
"'


+


898:;<=> ?@@AB;CD;<EFG:@CD@=E?G=:
 0/HIJKJLMLNOPQQRLJSQTULUPQLPLNJTQRLJVMW ?]^_EU/HOTJLJR`[Y/aURU`QSJUKUYYNORLJR`
 QXYQZLJNRP[URN\UKJQP[URTNOLKJQSP
b/+
45 7H87"O"L
N\U

LJNRNV\-"U#ROUKZ5SN5Y
QP
PQ



P 

?
%]^ _EU'
/[I4"/[(Y")/[$T"/"cH*
KKUS$QUP"d("+
#
*
"'



&

 2/ HOLN\ULJNRNVeNOSRUKQRLSJQP ?]^_EI/fJRURYJUKUYYNORLJR`

"
 g/  h J P i JT Q R L J V JY U LJ NR  ? ]^ _/*U"/H+OTJLJ(R"`)[Y/a*URU#`QSJUK
UYYNO
RLJ)R
`
8
9 8
j%
  
/fN)SQ    ) " )  !    

YUPLJR
`*"2
!"#$"$
"#)#   $ ) "8
 "*

?]^ $_EI/f6JR
$ URYJUKUYYNORLJR`[Y/aURU`QSJUKW
UYYN
ORLJR`*"#8
k45
/l78N7\Z  K 
J
URYQSQZN-"SL#JR`5 4





?
%]^ _ET'
/m4"UX("U)Y$Y"NO"R*
LJR`$"("+
#
*
"'



&


+""
"


,8
 
787
#")
#
$!**++"

$ 8")+("
))"

#!***++"
"#
*"
+8

 012

, 56789 8989 8 96





 89 6

6789 898 8 6

8 
 6
6789 898  8 8 96 6!8 


"#$65%&'()%!

 (* 9%'#'(+8%,,)-&(,8 %,.)
,/)("  ' 8 ! 89088/88
) 8 


123' 
  9 8
 8
 8 6' 8

   8 8
 96. 889 89  8

 8 
 888 8 6
'  89  86.8 9%45 
 8 67
'     89 
8 8 8996
' 9 9   6.8 % 9 8  9898 
 98    :6
"#$65%&'(;%!

 (0 %'#'(<8%,,)-&(;89%,.)
,/)("  ' 8 ! 89088/88
) 8 


=230> 8  89 9
6'98
989880>
> 89
9 9  6
' 8
8 9  898 9%  9%89?8  9
 8
8 6
"989  
 8 8
 998 
  9

8 6
"#$65%&'(;%!

 (0 %'#'(<8%,,)-&(;89%,.)
,/)("  ' 8 ! 89088/88
) 8 





@6
 
$6! 9   6,89
8 886
56A 9
9 6 6,89

679988 
 6 6,89
6! 8  
 8 6 6
8
B6)  
  
8 8 6 6,89
+6.9 8
 98 9 9
8 6 6
8
@6.9 8
 8 8 96 6,89
<6)  98  6C  
 
 8 6
D6.9 8
  86 6,89


012