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ACCT3104 Advanced Management Accounting
创建日期：2024-08-29 17:06:26
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标签： ACCT3104
Advanced Management Accounting
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ACCT3104
Advanced Management Accounting
Customer-Profitability Analysis, Sales-Variance
Analysis, and Revenue Allocation
(Reading - Horngren: Ch 15 & 16)
Inventory
1. Introduction to ACCT3104. Inventory Valuation Methods: Absorption, variable and throughput
costing. Capacity analysis.
2. Inventory management, EOQ and JIT.
Pricing and Customer Decisions
3. Pricing decisions and cost management.
4. Customer profitability, revenue allocation and sales variance analysis.
Performance Evaluation
5. Decentralisation, responsibility centres, and transfer pricing.
6. Organisational structures and management control systems.
7. Financial performance measures and effects.
8. Performance measurement and incentive systems.
9. Strategic management accounting, Balanced Scorecard & strategic profitability analysis.
10. Balanced Scorecard - Quality, time, and theory of constraints.
11. Ethics in management accounting.
12. Final exam communication.
Course Topics
2
You should be able to :
1. Analyse customer profitability and discuss reasons for differences in
revenues and costs of customers.
• Allocate indirect costs caused by customers to determine customer
profitability.
• Identify the importance of customer profitability profiles.
2. Be able to analyse, interpret and consider suggestions for
performance improvement relating to the sales volume variance
(when companies sell multiple products).
• Why did sales deviate from budget?
3. Understand the need for, and principles of, revenue allocation.
Learning Objectives
3
1. Customer Profitability Analysis
2. The FBV and SVV: a review
3. Decompose the Sales Volume Variance
◦ Sales Mix
◦ Sales Quantity
 Market Share Variance
 Market Size Variance
4. Revenue and Bundled Products
◦ Stand-alone
◦ Incremental
Lecture overview
4
➢ Customer- Revenue Analysis
Difference in customer revenues (even for same product)?
Quantity purchased; price discounts
➢ Customer- Cost Analysis
Difference in customer costs?
Customers can place different demands on company resources. ABC
focused on customers: categorises indirect costs into different cost
pools based on different cost drivers (cause-and-effect or benefits-
received relationships).
➢ An analysis of customer differences on both revenues and costs
can provide important insight into why differences in customer
profitability exists.
1. Customer Profitability
5
Example: Customer Revenues & Customer Costs
6
❖ During the first six months of 2020, ELI expanded its market and sold 200
composition programs to two new customers A and B.
A B
Programs sold 140 60
List selling price $185 $185
Invoice price $175 $180
Total revenues $24,500 $10,800
❖ Assume that ELI has an activity-based costing system that also focuses on
customers (as cost objects).
Activity Area Cost Driver Rate Used by: A B
Order taking $80 per purchase order 7 2
Set-up $100 per batch 7 2
❖ Required: Explain the revenue differences and calculate the costs of
servicing each customer.
Example: Customer Revenues & Customer Costs
7
1) Two variables explain revenue differences between these two customers:
A $24,500 ; B $10,800
• The volume of programs purchased (A: 140; B: 60)
• The magnitude of price discounting (A: $175; B: $180)
2) Customer Cost Analysis
A B
Ordering: ($80/order* 7; 2) $560 $160
Set-up : ($100/batch* 7; 2) 700 200
Total $1,260 $360

ELI can use this information to persuade this customer (A) to reduce usage of
the ordering and set-up cost drivers.
6-8
Customer Profitability Analysis
Using ABC to determine the activities, costs, and profit associated
with serving particular customers.
For various reasons,
some customers
simply are less
profitable than
others.
Customer makes frequent
order changes.
Customer needs special
parts.
Customer is difficult to
please.
F
o
r

E
x
a
m
p
le
➢ Customer-Profitability Analysis
It uses information on customer revenues and customer-level costs.
Customer-level costs ➔ Costs incurred in the first three categories of the
customer-cost hierarchy: customer output-unit –level costs, customer batch-
level costs, and customer-sustaining costs.
➢ Example: B&H Ltd wants to work with customers to reduce their costs. The
following information pertains to B&H Ltd.
1. Customer Profitability
9
1. Customer Profitability
10
Quantity of cost drivers used by each customer follows:
CUSTOMER
A D G
Units sold 20,000 10,000 1,200
Number of purchase orders 30 25 15
Number of visits to customers 12 10 8
• Customer-profitability analysis:
1. Customer Profitability
11
1. Customer Profitability
ACCT1101, Lecture 2 12
Customer-profitability analysis:
 Future sales to customer G should be tracked to see if the $2.00 per unit
discount translates into higher future sales.
 Customer G purchases only 6% of the units that customer A purchases but
uses one-half as many purchase orders and two-thirds as many visits to
customers ➔ It can be used to work with customers to reduce the quantity
of activities needed to support them.
 Customers Ranked on customer-level operating profit:
Customer-Profitability Profiles
13
 Customer profitability reports often highlight that a small percentage
of customers contribute a large percentage of operating income.
 It is important that companies devote sufficient resources to maintaining
and expanding relationships with these key contributors to profitability.
 The Cumulative Profitability “WHALE Curve” (20/80)
Cumulative
Profits
Most Profitable Least Profitable
Modify our relationship to
improve profitability
- assist them to improve their
ordering patterns
- charge for extra services
(orders)
- discontinue relationship
Customer Profitability Analysis
Profitable
Customers
Least Profitable
Customers
Small set vital to total
profitability
➔ devote sufficient
resources to maintain and
expand relationship
❖ Which customer is more profitable, A or B?
A B
Revenues $24,500 $10,800
Cost of good sold ($95 per unit) 13,300 5,700
Gross margin 11,200 5,100
Other expenses (of customer) 1,260 360
Profit $ 9,940 $ 4,740
❖ Customer A seems to be more profitable in $.
❖ Customer B has a higher profit margin percentage.
◦ Customer A profit margin % = 40.6%
◦ Customer B profit margin % = 43.9%
Customer-Profitability Profiles
15
Customer Classification Matrix
16
Customers that are above
the diagonal are more
profitable
Low Cost to serve High
High
Net ABC
margin
realised
Low
Source: Shapiro, Rangan, Moriarty and Ross,
“Manage Customers for Profits (Not just Sales)
Dropping an unprofitable customer will:
1. eliminate long-run costs assigned to that customer.
2. eliminate most short-run costs assigned to that customer.
3. decrease long-run profitability.
4. increase the potential to cross-sell other products that are more desirable.
MCQ 1
17
2. Sales Volume Variances
ACCT1101, Lecture 2 18
Price Variance
Yield Variance Mix Variance
Efficiency Variance
AQ x SP SQ x SP
Flexible Budget Variance Sales Volume Variance
Static Budget Variance
Acct 2102
Level 1
Level 2
Level 3
Level 4
The static-budget variance will be favourable when:
1. actual fixed costs are greater than budgeted fixed costs.
2. budgeted unit sales are greater than actual unit sales.
3. The actual contribution margin is greater than the budgeted contribution
margin.
4. The budgeted variable costs are less than the actual variable costs.
MCQ 2
19
Sales Volume Variance Analysis
Levels of analysis
20
Flexible Budget Variance
Sales Mix Variance
Market Share Variance Market Size Variance
Sales Quantity Variance
Sales Volume Variance
Static Budget Variance
Level 4
Level 3
Level 2
Level 1
Working with inadequate cost data has frustrated the Company CEO, an
engineer unfamiliar with these systems. As a result, you have been asked to
consider the following data for September 2020 and recommend how variances
might be calculated and presented in performance reports:
• Static (Master) Budget in output units 20,000
• Actual units produced and sold 23,000
• Budgeted selling price per unit $40
• Budgeted variable costs per unit $25
• Budgeted total fixed costs per month $200,000
• Actual revenue $874,000
• Actual variable costs $630,000
• Favourable variance in Fixed Costs 5,000
The CEO is disappointed in the September data. Although the units sold
exceeded expectations, operating income did not.
2. Static Budget Variance (SBV), Flexible Budget Variance
(FBV) and Sales Volume Variance (SVV)
Example (Level 0, 1 and 2 Analysis):
21
(a) You have decided to present the CEO with a comparison of the actual data,
against the flexible budget, and the flexible budget data against the static or
master budget data with the aim of explaining why the operating income did
not exceed expectations.
Based on the data provided, prepare a Level 2 Analysis for the Company
for September 2020 highlighting whether the Flexible-Budget and Sales
Volume Variances calculated for each line item were favourable (f) or
unfavourable (u).
(b) What are some of the likely causes of the variances you have reported in
part (a) above?
(c) Briefly explain to the CEO the benefits of comparing actual operating results
against a flexible budget as in a Level 2 Analysis, as opposed to comparing
the actual results with the master budget as in a Level 1 Analysis.
Required:
22
Actual SB Variance Master Budget
Units 23,000u 20,000u
Sales 23000*$38 20000*$40
= $874,000 $ 74,000 f = $800,000
Less VC 23000*27.39 20000*$25
= 630,000 130,000 u = 500,000
CM $ 244,000 56,000 u $ 300,000
Less FC 195,000 5,000 f 200,000
Profit $ 49,000 $ 51,000 u $100,000
Example - Level 0 & Level 1 Analysis
23
Level 0
Actual FBV FB SVV M Budget
Units 23,000 23000 20,000
Sales 23000*$38 23000*$40 20000*$40
= $874,000 46,000 u = $920,000 120,000 f = $800,000
Less VC 23000*27.39 23000*$25 20000*$25
= 630,000 55,000 u = 575,000 75,000 u = 500,000
CM $244,000 101,000 u $345,000 45,000 f $300,000
Less FC 195,000 5,000 f 200,000 0 200,000
Profit $49,000 $96,000 u $145,000 $45,000 f $100,000
Example - Level 2 Analysis
24
New
Column
Total FBV Total SVV
Lecture Exercise 1 - Analysing the SVV
25
1) Total CM calculation
26
Actual Grammar Translation Composition Total
CM/unit $ 75 $ 40 $ 90
x no of units 2,880 990 630 4,500units
= Total CM $216,000 $39,600 $56,700 $312,300
Budget Grammar Translation Composition Total
CM/unit $ 70 $ 37 $ 90
x no of units 3,185 980 735 4,900units
= Total CM $222,950 $36,260 $66,150 $325,360
Static-Budget Variance (in terms of CM)
27
2880 x $75 3185 x $70
$216,000 6,950U $222,950
Grammar:
(AQ x Acm) - (BQ x Bcm)
(Actual sales quantity in units x Actual CM/unit) -
(Static budget sales quantity in units x Static Budget CM/unit)
Recall: the SBV decomposes into the FBV and the SVV
Static-
Actual budget
Product results SBV amount
AQxAcm BQxBcm
Grammar $216,000 $ 6,950 U $222,950
Translation 39,600 3,340 F 36,260
Composition 56,700 9,450 U 66,150
Total $312,300 $13,060 U $325,360
2a) Flexible-Budget Variance
28
Grammar:
Actual FB Static Budget
AQ x Acm AQ x Bcm BQ x Bcm
2880 x $75 2880 x $70
$216,000 14,400F $201,600
FBV = Actual sales quantity in units x (Actual CM/unit - budgeted CM/unit)
Flexible-
Actual budget
Product results FBV amount
Grammar $216,000 $14,400 F $201,600
Translation $ 39,600 $ 2,970 F $ 36,630
Composition $ 56,700 0 $ 56,700
Total flexible-budget variance $17,370 F
FBV (@CM) = $312,300 - $294,930
2b) Sales Volume Variance
29
For each product (i):
(Actual sales quantity in units - Static budget sales in units) x Budgeted
CM/unit
ie., (AQi - BQi) x Bcmi
Product AQi BQi Bcmi
Grammar (2,880 - 3,185) x $70 = $21,350U
Translation ( 990 - 980) x $37 = 370F
Composition ( 630 - 735) x $90 = 9,450U
Total sales volume variance $30,430U
Grammar:
Actual FB Static Budget
AQ x Acm AQ x Bcm BQ x Bcm
2880 x $70 3185 x $70
$201,600 $21,350U $222,950
Flexible Budget and Sales Volume Variances - Worksheet
30

Actual FB (Actual) Static Budget
AQ x Acm FBV AQ x Bcm SVV BQ x Bcm
Grammar $216,000 $14,400F $201,600 $21,350U $222,950
Translation 39,600 2,970F 36,630 370F 36,260
Composition 56,700 0 56,700 9,450U 66,150
Total $312,300 $17,370F $294,930 $30,430U $325,360
Total SBV = $13,060U
T&T Ltd planned to sell 50,000 units at $18 each in March but actually sold
46,000 units at $20 each.
1. The static-budget of revenues is $920,000
2. The flexible-budget of revenues is $900,000
3. The flexible-budget of revenues is $828,000
4. The flexible-budget of revenues is $1,000,000
MCQ 3

3. Sales Variance Analysis:
33
Flexible Budget Variance
Sales Mix Variance
Market Share Variance Market Size Variance
Sales Quantity Variance
Sales Volume Variance
Static Budget Variance
13060 U
17370 F 30430 U

Level 2
Level 3
Level 4
Level 1
3) Sales Mix calculation
34
Actual Grammar Translation Composition Total
CM/unit $ 75 $ 40 $ 90
x no of units 2,880 990 630 4,500units
= Total CM $216,000 $39,600 $56,700 $312,300
Act. Sales mix 64% 22% 14%
Bud. Sales mix 65% 20% 15% Bud Av CM?
Budget Grammar Translation Composition Total
CM/unit $ 70 $ 37 $ 90
x no of units 3,185 980 735 4,900units
= Total CM $222,950 $36,260 $66,150 $325,360
Difference between:
 Flexible Budget for actual sales mix (AQt x ASM%i x Bcmi)
 Flexible Budget for budgeted sales mix (AQt x BSM%i x Bcmi)
3a) Sales Mix Variance (SMV)
35
Grammar 4,500 (0.64 - 0.65) x $70 = $3,150U
Translation 4,500 (0.22 - 0.20) x $37 = 3,330F
Composition 4,500 (0.14 - 0.15) x $90 = 4,050U
Total Sales Mix Variance = $3,870U
For each product (i):
Actual total units of all products sold x (Actual sales mix percentage i -
Budgeted sales mix percentage i) x Budgeted CM/unit i
SMVi = AQt x (ASM%i – BSM%i) x Bcmi
Difference between:
• Flexible Budget for budgeted sales mix (AQt x BSM%i x Bcmi)
 Static budget (BQt x BSM%i x Bcmi)
3b) Sales Quantity Variance (SQV)
36
Grammar (4,500 - 4,900) x .65 x $70 = $18,200U
Translation (4,500 - 4,900) x .20 x $37 = 2,960U
Composition (4,500 - 4,900) x .15 x $90 = 5,400U
Total Sales Quantity Variance $26,560U
For each product(i):
(Actual total units of all products sold – Budgeted total units of all products
sold) x Budgeted sales mix percentage i x Budgeted CM/unit i.
SQVt = (AQt - BQt) x BSM%i x Bcmi
Sales Mix & Sales Quantity Variances
37

FB (Actual) Static Budget
AQ x Bcm SMV SQV BQ x Bcm
Grammar $201,600 3,150U $204,750 18,200U $222,950
Translation 36,630 3,330F 33,300 2,960U 36,260
Composition 56,700 4,050U 60,750 5,400U 66,150
Total $294,930 3,870U 298,800 26,560U $325,360
SVV $30,430U
e.g. Grammar

2880 x $70 3185 x $70
$201,600 3,150U $204,750 18,200U $222,950
(AQt x ASM%i x Bcmi) (AQt x BSM%i x Bcmi) (BQt x BSM%i x Bcmi)
4500 x .64 x $70 4500 x .65 x $70 4900 x .65 x $70
Sales Variance Analysis:
38
Flexible Budget Variance
Sales Mix Variance
Market Share Variance Market Size Variance
Sales Quantity Variance
Sales Volume Variance
Static Budget Variance
13060 U
17370 F 30430 U
3870 U 26560 U
The XTRA Appliance Manufacturing Corporation manufactures two vacuum
cleaners, the Standard and the Super. The following information was gathered about
the two products:
Standard Super
Budgeted sales in units 3,200 800
Budgeted selling price $300 $850
Budgeted contribution margin per unit $210 $550
Actual sales in units 3,500 1,500
Actual selling price $325 $840
What is the total sales-quantity variance in terms of the contribution margin?
1. $110,000 favourable
2. $170,000 favourable
3. $278,000 favourable
4. $448,000 favourable
MCQ 4
39
SQV = Σ(AQt - BQt) x BSM%i x Bcmi
The XTRA Appliance Manufacturing Corporation manufactures two vacuum
cleaners, the Standard and the Super. The following information was gathered about
the two products:
Standard Super
Budgeted sales in units 3,200 800
Budgeted selling price $300 $850
Budgeted contribution margin per unit $210 $550
Actual sales in units 3,500 1,500
Actual selling price $325 $840
What is the total sales-mix variance in terms of the contribution margin?
1. $110,000 favourable
2. $170,000 favourable
3. $278,000 favourable
4. $448,000 favourable
MCQ 5
40
SMV = Σ AQt x (ASM%i - BSM%i) x Bcmi
Sales Variance Analysis:
41
Flexible Budget Variance
Sales Mix Variance
Market Share Variance Market Size Variance
Sales Quantity Variance
Sales Volume Variance
Static Budget Variance
13060 U
17370 F
30430 U
3870 U 26560 U

Level 4
Level 3
Level 1
Level 2
Level 4 variance analysis
• Market Share Variance
• Market Size Variance
Lecture Example extended (new information)
Assume ELI derived its total units sales budget from an estimate of a 20%
market share and a total industry sales forecast of 24,500 units
Actual industry sales = 28,125 units
3. Sales Quantity Variance extended
42
Market Share
• Actual market share (%) = 4,500 / 28,125 = 0.16
• Budgeted market share (%) = 0.20 given (BQt = 24,500 x .20 = 4,900)
Budgeted average CM/unit
 Total budgeted CM / budgeted units = $325,360 / 4,900 = $66.40
Market Share Variance
Actual mkt. size x (Actual mkt. share - Budgeted mkt. share) x B Av CM/unit
= 28,125 (.16 - .20) x $66.40 = $74,700U
Market Size Variance
(Actual mkt. size - Budgeted mkt. size) x Budgeted mkt. share x B Av CM/unit
= (28,125 - 24,500) x .20 x $66.40 = $48,140F
3. Sales Quantity Variance extended
43
44
Mkt Sh Var Mkt Size Var
Act Mkt Size
x Act Mkt Sh
x Bud Av cm
Act Mkt Size
x Bud Mkt Sh
x Bud Av cm
Bud Mkt Size
x Bud Mkt Sh
x Bud Av cm
28125 x .16 x
$66.40
= 4500 x $66.40
28125 x .20 x
$66.40
= 5625 x $66.40
24500 x .20 x
$66.40
= 4900 x $66.40
$298,800 $74,700U $373,500 $48,140F $325,360
Sales Quantity
Variance

$298,800 26,560U $325,360
Static Budget
(BQt x BSM%i x Bcmi)
Flexible Budget
for budgeted sales mix
∑(AQt x BSM%i x Bcmi)
Sales Variance Analysis:
45
Flexible Budget Variance
Sales Mix Variance
Market Share Variance Market Size Variance
Sales Quantity Variance
Sales Volume Variance
Static Budget Variance
13060 U
17370 F 30430 U
3870 U 26560 U
Level 4
Level 3
Level 1
Level 2
74700 U 48140 F
➢ Revenue allocation occurs when revenues are related to a particular
revenue object, but cannot be traced to it in an economically feasible way.
➢ Revenue objects
• products, customers, divisions
➢ Stand-alone
• revenue traced
➢ Bundled product
• revenue allocation issues
•  stand-alone prices > bundled price
4. Revenue allocation and Bundled Products
46
➢ The stand-alone method - uses product-specific information on the bundle
of products to calculate the weights used to allocate the bundled revenues to
the individual products.
▪ “Stand-alone” refers to the product as a separate (non-bundled) item
▪ Allocation weights: product specific information (e.g., selling prices, unit costs, physical
units)
➢ The incremental method - ranks the individual products in a bundle
according to criteria determined by management.
• allocation based on rank
• primary product, first incremental product, second incremental product etc.
• If bundle selling price > stand alone price
• Primary product allocated 100% stand alone price
• Based on?
Revenue allocation Methods
47
Trio Company sells three products, Do, Ra, and Mi, for prices of $8, $7, and
$5, respectively. They also offer combinations of the products for reduced
overall prices.
If Trio Company uses the stand-alone method (based on selling prices) to
allocate revenues to products, the amount of revenues to be allocated to Do
from a package of all three products sold for $17 would be based on the
following price:
1. $8.00
2. $6.80
3. $5.95
4. $4.25
MCQ 6
Trio Company sells three products, Do, Ra, and Mi, for prices of $8, $7, and
$5, respectively. They also offer combinations of the products for reduced
overall prices.
If Trio Company uses the incremental method (based on selling prices) to
allocate revenues to products, and management determined that the primary
product is Ra, the amount of revenues to be allocated to Ra from a package of
all three products sold for $17 would be based on the following price:
1. $8.00
2. $7.00
3. $5.95
4. $5.00
MCQ 7
49
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EMESTER1 MAS8383 ECO 512 STAT 8310 CMN3102 MA577 CMPT 225 COMP0045 Methods Equations MATH 113 Math 3283W ICS-33 EN4302/ENT603 BIA B350F MA318 MTHM506 MECH 5315M ECONOMICS MAS8382 COM 2004 PX3142 XJEL 3662 STAT 231 MGT B399F PX4131 COM2108 30AM MSCI521 ECONM1015 ACFI304 GR5241 MATH10101 ECON 2070 COMS31900 EFIM20011 CSE 250B ACSE-5 STAT4207 SOFT2412 ELEC 331 AY2020 MSIN0209 FIT2094 CS 241L ST404 CS 411 3D CA3 INF4002 COMP3506 SIT718 CS 188 CS 170 MATH 138 CSE 251A CMT118 DATA5207 CMPT307 CMPT459 T1 PGEE11108 COSC 3P32 ME 163 MATH96007 7QQMM203 EE6227 BA 574 STA 4234 ECO206Y1Y ECO2008 MT2300 MATH 11158 CS 527 MACM 316 CSE474 2DI70 ISE 525 COMP3411 EMAT30007 7CCSMBDT MFIN704 MFIN704W21 MfIB ECE 438 CS 436 F36 CS5344 FE 621A FE621 TBA 612 ECM3151 ECMM422 MF1 MSIN0107 ESSMENT CS 5854 MFIT 5008 MIPS R4000 ENG5274 BU52018 ENG2079 BIOA02 STA2570 F0 INF553 STAT 440 STAT3008 COMP9417 COMP6451 6COM1042 BU52006 ST303 HW-1 CISC-235 CS 510 MATH3161 ECN 140 ECE391 Comp 3613 CVEN 9625 PRG455 UESTION 1 EARN 5 FE 825 IERG 5130 STAT 8178 EE161 ADS2 G54FUZ CS326 113B ECN 226 QBUS6860 ELEC3202 COMP9334 MGT11B MET CS 777 STA238 00099F Python SMM306 CMT206 EC116 SP MAST90084 CS480/680 BCPM0091 CMPT 300 ECON2209 FY20 STAT 432 CVEN9625 MATH1712 CMP9771M CMP3750M CIS 325 AI506 MAT344H1S MGT7180 PSTAT 160B CSYS5010 1D STAT 453/558 ME152B STA304H1F CSCI-128 ME428 CO3002 FINE 7640 COMP3234 ECSE 223 EE497 – 3D MATH5905 ECS648U ENG5009 MATH10242 EC665 A CPI221 ISOM5220 MACE40402 MGT B456F COMP9315 AFM 113 STAT 778 CS 564 MA231 CS 230 CS 124 COMP5511 CSC317 ITEC1010 ELEC207 INFT 3019 7CCMFM06 EE 161 5G ECLT5810 MATH 7349 CS526 O2 COMP90054 ELE00063M ACCT5034 ARC1015 CSCI 40 CSCI E40 FIN 524B CS 462 389COM CMT309 MFIN703 COMP4250 STA304 STA304H1S STA 1003 FIN 448 BUFN 732 CS520 CVEN3701 ECMT6006 PHAS0100 CSIT314 MDIA 5028 CSCI 2134 MAT 451 CMPT 459 STAT 457 INFO20003 COMP4141 IELE8066 F540 ECM9 CSE 6321 FIN 430 MATH3911 BFC5916 COMP1011 EEE 6209 STATS 240 CW3 COMP206 COMP1003 4331W ISE 530 CMPT 295 MATH 239 QF5203 INFR08010 IT114105 FIT2093 ECON3124 ECON1195 MATH 337 STAT 3006 COMP202 COMP3130 MATH3609 COMP 250 CS6140 IEEE ELE00041I FIN40090 CIV 5899 MATH3066 IGNMENT MATH 2009 STAT3405 HIST 101 MATH 3281 CEGE0042 ICT532 LAB 7 LAB 5 MCO455 CSIT214 Q4 IFB104 A1 ECO220Y5Y DA5020 CMPSC473 FIN9007 DSCI553 MSCI534 COMP3308 CSE-112 CMPT 310 EE104 F 2C P20 ALY2010 BUSM060 STA258 ECO00030M R BIOSTAT 274 COS6012-B FIT3155 CMPUT 340 EC421 INFS4205 ECOM135 NATS 1740 COMP809 MBE 6005 STA465 CSSE2310 CIVL2700 DATA4700 CMPSC 473 ISE 529 CS5044 MAST30020 COMP2207 ENGG1001 COMP0046 FIT3165 STAT GR5241 MECH0007 vATHK1001 ANALYTIC ATHK1001 MATH352001 HW3 S1 BMAN 24662 COMP 636 Stat-461 STAT 302 STAT 2132 STAR534 ENG4137 CMP3752M CS3103 BISM3222 STA 135 ME155A IIMT3601 ECON3371 ECON 3371 HW4 FINA 5840 DT211C CTEC3902 MAT005 MATH2148 S261F Econ 332 MATH3734 MIS41270 7CCMFM13 SYST 664 CIS434 CENG10014 MT4111 MT4527 ECMM424 CMT219 Math 136 MATH 3120 COMP10002 MAST20009 MATH0058 BEEM117 ISYE 6420 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COMP2013 IB9X60 INVP001 EMATM0051 COMP220 BLAW1002 E20 TCP8001 ECON61001 EART40005 ECONM1022 MATH 365 MATH 367 ELEC6218 COMP 5812M EDUC 5061M ELEC ENG 1101 equation MATH6174 ST334 C4 EC9570 A33648 EBUS603 ECON47815 stata WFMS0001 PEM102 INF6060 ionically ELECTRICAL MATH 375 MMW 12 MKTG860 ECON60401 ALY6010 SOST20131 Introduction COM3524 MME2 GGR305 JNB 538 EECS101 COMM5030 IEOR E4601 2B CSC336 EN2315 LAW 432 CSC263 MATH2001 OLET1143 CSCB63 SIT772 COMM1170 STAT 441 MS930 INFT3050 GLBH0030 Stat 120B MAST10007 MGEC61 Machine GGR 252H1S ECON7030 Financial Marketing MGMT30019 ECON5120 SDSC 8009 CSC165H1S DSCI 551 3081W ACM41000 ECA 5304 MATH 1064 ECSE444 DATA 604 COMP7105 MIE1615 ECON4004 ENV200H1S EC481 MKT 306 EC1B1 MATH08051 ALY6140 CS260C CSE30 MSIN0226 CS4103 CSC3064 AM16 COMP11212 CSE4101 PSTAT 174 Math 380W CNT 5106C STAT 310 FIN2028 CS5014 STAT 425 COMP 4102A ELEC2140 MANF9544 QRM 9 QRM 8 ECON 457 COMPSCI 4091 MATH 523 DNSC-4211 PEAS 6000 MSIN0180 COMP2119 A2A HT 2022 IB93F0 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FN1024 MATH0094 MANG 6554 ECOS3003 ELEC6252 C2511C PHY328 EC1060 ECON32202 COMP4002-E1 MATH3063 EFIMM0124 QBUS2310 ECON4411 FUNDAMENTALS ACCT20001 18YX RPM COMP 2711 QBUS6600 BUSS5221 ST3189 FIT1047 MAT344 EGB375 MATH60013 MATH96011 COMP3557 MAST20029 ECM159 EAE1011 ENSCEN 105 SECTION A STA 141C SOSE 2022 PAM006 COMP0048 M40007 ISOM2500 CMPE 142 A06472 MCC150 ACST 8083 GEOG6087 ECON920 FINM7008 ENVENG 4110 COMPSCI 361 ENGRCEE 21 PHYS 1112 ACF2100 ECMM108 COMPS267F MAT00050M MAST30025 CSIT970 MSCI 224 INT202 PUBL0054 MSDM5004 BMAN 21020 BMAN21020 MGMT1002 MATH11150 LAWS7023 ACTL30002 CIVL3340 MATH1002 ECON 8069 COMPSCI 351 IBUS7302 STAT4528 CHEM1101 STAT3925 BUSN 7008 Comp 3120 ECOS2040 SWEN90010 ENGN6528 ECM158 ECON20022 COMP6452 Calculation CITS1401 S1889112 BUS 351 ACTL30008 FIT2091 ECON6002 IBUS6020 PHI 001 ECON30290 MATH7501 ECON10004 MFIN7017 ISYS90043 LAWS7012 ECON30025 COMP30023 COMM1190 ECOM20001 GSBS6009 STAT 337 EMET8002 ECOM90001 ECOM30001 FINC 2012 BUSINESS ENGCV512 ECO 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