CFA
®EXAM REVIEW
FORMULA SHEETS
COVERS
ALL TOPICS
IN LEVEL I
CFA
®LEVEL I
2016
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The Time Value of money
The Time Value of Money
The Future Value of a Single Cash Flow
FVN =PV (1 r)+ N
The Present Value of a Single Cash Flow
PV FV (1 r)N = + = × + = × + PV PV (1 r)
FVAnnuity DueAnnuity Due FVOrdinary AnnuityOrdinary Annuity (1 r)
Present Value of a Perpetuity
PV(perpetuity) PMT
I/Y =
Continuous Compounding and Future Values
FVN =PVer Ns⋅ Effective Annual Rates
= + −
DiscounTeD cash floW applicaTions
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4
Discounted Cash Flow Applications
Net Present Value∑
(
)
= + NPV CF 1 r t t t=0 N where:CFt = the expected net cash flow at time t
N = the investment’s projected life
r = the discount rate or appropriate cost of capital
Bank Discount Yield
= × r D F 360 t BD where:
rBD = the annualized yield on a bank discount basis
D = the dollar discount (face value – purchase price) F = the face value of the bill
t = number of days remaining until maturity
Holding Period Yield
= − + = + − HPY P P D P P D P 1 1 0 1 0 1 1 0 where:
P0 = initial price of the investment.
P1 = price received from the instrument at maturity/sale.
D1 = interest or dividend received from the investment.
Effective Annual Yield
= + −
EAY (1 HPY)365/t 1
where:
HPY = holding period yield
t = numbers of days remaining till maturity
= + −
DiscounTeD cash floW applicaTions
Money Market Yield
= × − × R 360 r 360 (t r ) MM BD BD = × RMM HPY (360/t)
Bond Equivalent Yield
= + − ×
sTaTisTical concepTs
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6
Statistical Concepts
Population Mean∑
µ = = x N i i 1 N where:xi = is the ith observation.
Sample Mean
∑
= = X x n i i 1 n Geometric Mean 1 R (1 R ) (1 R ) (1 R ) OR G X X X X with X 0 for i 1, 2, , n. R (1 R ) 1 G T 1 2 T n 1 2 3 n i G t t 1 T T1∏
+ = + × + ×…× + = … > = … = + − = Harmonic Mean∑
= > = … = Harmonic mean: X N 1 x with X 0 for i 1,2, ,N. H i i 1 N i Percentiles(
)
= + L n 1 y 100 y where:y = percentage point at which we are dividing the distribution
Ly = location (L) of the percentile (Py) in the data set sorted in ascending order
Range
= −
sTaTisTical concepTs
Mean Absolute Deviation
∑
= − = MAD X X n i i 1 n where:n = number of items in the data set
X = the arithmetic mean of the sample
Population Variance (X ) N 2 i 2 i 1 N
∑
σ = − µ = where: Xi = observation i μ = population mean N = size of the populationPopulation Standard Deviation
∑
σ = − µ = (X ) N i 2 i 1 N Sample Variance∑
= = − − = Sample variance s (X X) n 1 2 i 2 i 1 n where: n = sample size.Sample Standard Deviation
∑
= − − = s (X X) n 1 i 2 i 1 nsTaTisTical concepTs
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8 Coefficient of Variation Coefficient of variation s X = where:
s = sample standard deviation
X = the sample mean.
Sharpe Ratio Sharpe ratio r r s p f p = − where:
rp = mean portfolio return rf = risk‐free return
sp = standard deviation of portfolio returns
Sample skewness, also known as sample relative skewness, is calculated as:
∑
(
)(
)
= − − − = S n n 1 n 2 (X X) s K i 3 i 1 n 3As n becomes large, the expression reduces to the mean cubed deviation.
∑
≈ − = S 1 n (X X) s K i 3 i 1 n 3 where:s = sample standard deviation
Sample Kurtosis uses standard deviations to the fourth power. Sample excess kurtosis is calculated as:
∑
= + − − − − − − − − = K n(n 1) (n 1)(n 2)(n 3) (X X) s 3(n 1) (n 2)(n 3) E i 4 i 1 n 4 2sTaTisTical concepTs
As n becomes large the equation simplifies to:
∑
≈ − − K 1 n (X X) s 3 E i 4 i=1 n 4 where:s = sample standard deviation
For a sample size greater than 100, a sample excess kurtosis of greater than 1.0 would be considered unusually high. Most equity return series have been found to be leptokurtic.
pRobabiliTy concepTs
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10
Probability Concepts
Odds for an EventP E a
a b
(
)
( )=+
Where the odds for are given as “a to b”, then:
Odds for an Event
P E b
(a b)
( )= +
Where the odds against are given as “a to b”, then:
Conditional Probabilities
P(A B) P(AB)
P(B) given that P(B) 0
= ≠
Multiplication Rule for Probabilities
P(AB) P(A B) P(B)= ×
Addition Rule for Probabilities
P(A or B) P(A) P(B) P(AB)= + −
For Independant Events
= =
= + −
= ×
P(A B) P(A), or equivalently, P(B A) P(B) P(A or B) P(A) P(B) P(AB)
P(A and B) P(A) P(B)
The Total Probability Rule
P(A) P(AS) P(AS )
P(A) P(A S) P(S) P(A S ) P(S )
c
c c
= +
= × + ×
The Total Probability Rule for n Possible Scenarios
P(A) P(A S ) P(S ) P(A S ) P(S ) P(A S ) P(S )
where the set of events {S , S , , S } is mutually exclusive and exhaustive.
1 1 2 2 n n
1 2 n
= × + × + + ×
pRobabiliTy concepTs Expected Value = + + … E(X) P(X )X1 1 P(X )X2 2 P(X )Xn n E(X) P(X )Xi i i 1 n
∑
= = where:Xi = one of n possible outcomes.
Variance and Standard Deviation
σ2(X) E{[X E(X)] }= − 2
∑
σ = − = (X) P(X ) [X E(X)] 2 i i 2 i 1 nThe Total Probability Rule for Expected Value
1. E(X) = E(X | S)P(S) + E(X | Sc)P(Sc)
2. E(X) = E(X | S1) × P(S1) + E(X | S2) × P(S2) + . . . + E(X | Sn) × P(Sn)
where:
E(X) = the unconditional expected value of X E(X | S1) = the expected value of X given Scenario 1 P(S1) = the probability of Scenario 1 occurring
The set of events {S1, S2, . . . , Sn} is mutually exclusive and exhaustive.
Covariance
= − −
= − −
Cov(XY) E{[X E(X)][Y E(Y)]}
Cov(R ,R ) E{[RA B A E(R )][RA B E(R )]}B
Correlation Coefficient = ρ = σ σ Corr(R ,R ) (R ,R ) Cov(R ,R ) ( )( ) A B A B A B A B
pRobabiliTy concepTs
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12
Expected Return on a Portfolio
E(R )p w E(R ) w E(R ) w E(R )i i 1 1 2 2 w E(R )N N
i 1 N
∑
= = + + + = where:Weight of asset i Market value of investment i Market value of portfolio = Portfolio Variance
∑
∑
= = = Var(R )p w w Cov(R ,R )i j i j j 1 N i 1 NVariance of a 2 Asset Portfolio
Var(R ) wp = 2Aσ2(R ) wA + B2σ2(R ) 2w w Cov(R ,R )B + A B A B
Var(R ) wp = 2Aσ2(R ) wA + B2σ2(R ) 2w w (R ,R ) (R ) (R )B + A Bρ A B σ A σ B
Variance of a 3 Asset Portfolio
= σ + σ + σ
+ + +
Var(R ) w (R ) w (R ) w (R )
2w w Cov(R ,R ) 2w w Cov(R ,R ) 2w w Cov(R ,R )
p 2A 2 A B2 2 B C2 2 C
A B A B B C B C C A C A
Bayes’ Formula
= ×
P(Event Information) P (Information Event) P (Event)
P (Information)
Counting Rules
The number of different ways that the k tasks can be done equals n1× × × …n2 n3 nk.
Combinations C n r n! n r ! r! n r = =( − )
( )
Remember: The combination formula is used when the order in which the items are assigned the labels is NOT important.
Permutations
P n!
n r !
common pRobabiliTy DisTRibuTions
Common Probability Distributions
Discrete Uniform DistributionF(x) n p(x) for the th observation.= × n
Binomial Distribution = − P(X=x) n xC (p) (1 p)x n-x where: p = probability of success 1 − p = probability of failure
nCx = number of possible combinations of having x successes in n trials. Stated differently,
it is the number of ways to choose x from n when the order does not matter.
Variance of a Binomial Random Variable
σ = × × −x2 n p (1 p)
Tracking Error
Tracking error Gross return on portfolio Total return on benchmark index= −
The Continuous Uniform Distribution
P(X a), P (X b) 0< > = ≤ ≤ = − − P (x X x ) x x b a 1 2 2 1 Confidence Intervals
For a random variable X that follows the normal distribution: The 90% confidence interval is x− 1.65s to x + 1.65s The 95% confidence interval is x − 1.96s to x + 1.96s The 99% confidence interval is x− 2.58s to x + 2.58s
The following probability statements can be made about normal distributions
• Approximately 50% of all observations lie in the interval μ ± (2/3)σ
• Approximately 68% of all observations lie in the interval μ ± 1σ
• Approximately 95% of all observations lie in the interval μ ± 2σ
common pRobabiliTy DisTRibuTions
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14
z‐Score
= − = − µ σ
z (observed value population mean)/standard deviation (x )/
Roy’s Safety‐First Criterion
Minimize P(RP< RT) where: RP = portfolio return RT = target return Shortfall Ratio
( )
= − σ Shortfall ratio (SF Ratio) or z-score E RP RTP Continuously Compounded Returns
EAR e= rcc −1 rcc=continuously compounded annual rate
= × −
sampling anD esTimaTion
Sampling and Estimation
Sampling Error= − = − µ
Sampling error of the mean Sample mean Population mean x
Standard Error of Sample Mean when Population Variance is known
σ = σx n
where:
σx = the standard error of the sample mean
σ = the population standard deviation n = the sample size
Standard Error of Sample Mean when Population Variance is not known
=
s s
n
x
where:
sx = standard error of sample mean s = sample standard deviation.
Confidence Intervals
± ×
Point estimate (reliability factor standard error)
where:
Point estimate = value of the sample statistic that is used to estimate the population parameter
Reliability factor = a number based on the assumed distribution of the point estimate and the level of confidence for the interval (1 − α).
sampling anD esTimaTion
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16 ± α σ x z n /2 where:
x = The sample mean (point estimate of population mean)
zα/2 = The standard normal random variable for which the probability of an observation lying in either tail is σ / 2 (reliability factor).
σ
n = The standard error of the sample mean.
± α
x t s
n
2
where:
x = sample mean (the point estimate of the population mean)
α
t
2 = the t‐reliability factor
s
n = standard error of the sample mean
hypoThesis TesTing
Hypothesis Testing
Test Statistic= −
Test statistic Sample statistic Hypothesized value Standard error of sample statistic
Power of a Test
= −
Power of a test 1 P(Type II error)
Decision Rules for Hypothesis Tests
Decision H0 is True H0 is False
Do not reject H0 Correct decision Incorrect decision
Type II error
Reject H0 Incorrect decision
Type I error
Significance level = P(Type I error)
Correct decision Power of the test = 1 − P(Type II error) Confidence Interval − ≤ ≤ + − α ≤ µ ≤ + α sample statistic critical value standard error population parameter sample statistic critical value standard error x (z /2) (s n) 0 x (z /2) (s n) Summary Type of test Null hypothesis Alternate
hypothesis Reject null if
Fail to reject
null if P‐value represents
One tailed (upper tail) test
H0 : μ ≤ μ0 Ha : μ > μ0 Test statistic >
critical value Test statistic ≤ critical value
Probability that lies above the computed test statistic.
One tailed (lower tail) test
H0 : μ ≥ μ0 Ha : μ < μ0 Test statistic <
critical value Test statistic ≥ critical value
Probability that lies below the computed test statistic.
Two‐tailed H0 : μ = μ0 Ha : μ ≠ μ0 Test statistic < lower critical value Test statistic > upper critical value Lower critical value ≤ test statistic ≤ upper critical value
Probability that lies above the positive value of the computed test statistic plus the probability that lies below the negative value of the computed test statistic.
hypoThesis TesTing
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18 t‐Statistic = − µ t-stat x s n 0 where: x = sample mean
μ0 = hypothesized population mean s = standard deviation of the sample n = sample size z‐Statistic = − µ σ z-stat x n 0 z-stat=x− µ s n 0 where: where:
x = sample mean x = sample mean
μ = hypothesized population mean μ = hypothesized population mean σ = standard deviation of the population s = standard deviation of the sample n = sample size n = sample size
Tests for Means when Population Variances are Assumed Equal
= − − µ − µ + t (x x ) ( ) s n s n 1 2 1 2 p 2 1 p 2 2 1/2 where: = − + − + − s (n 1)s (n 1)s n n 2 p 2 1 12 2 22 1 2
s12 = variance of the first sample
s22 = variance of the second sample
n1 = number of observations in first sample
n2 = number of observations in second sample degrees of freedom = n1 + n2 −2
hypoThesis TesTing
Tests for Means when Population Variances are Assumed Unequal
= − − µ − µ + t-stat (x x ) ( ) s n s n 1 2 1 2 12 1 2 2 2 1/2 df s n s n s n n s n n 12 1 2 2 2 2 12 1 2 1 2 2 2 2 2
(
) (
)
= + + where:s12 = variance of the first sample
s22 = variance of the second sample
n1 = number of observations in first sample
n2 = number of observations in second sample
Paired Comparisons Test
= − µ t d s dz d where:
d = sample mean difference
sd = standard error of the mean difference = s
n
d
sd = sample standard deviation n = the number of paired observations
Hypothesis Tests Concerning the Mean of Two Populations ‐ Appropriate Tests
Population distribution Relationship between samples Assumption regarding
variance Type of test
Normal Independent Equal t‐test pooled variance Normal Independent Unequal t‐test with
variance not pooled Normal Dependent N/A t‐test with
paired comparisons
hypoThesis TesTing
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20
Chi Squared Test‐Statistic
(
)
χ = − σ n 1 s 2 2 0 2 where: n = sample size s2 = sample variance 0 2σ = hypothesized value for population variance
Test‐Statistic for the F‐Test
F s s 12 2 2 = where:
s12 = Variance of sample drawn from Population 1
s22 = Variance of sample drawn from Population 2
Hypothesis tests concerning the variance
Hypothesis Test Concerning Appropriate Test Statistic
Variance of a single, normally distributed population
Chi‐square stat
Equality of variance of two independent, normally distributed populations
Technical analysis
Technical Analysis
Setting Price Targets with Head and Shoulders Patterns= −
Price target Neckline - (Head Neckline)
Setting Price Targets for Inverse Head and Shoulders Patterns
= + −
Price target Neckline (Neckline Head)
Momentum or Rate of Change Oscillator
= − ×
M (V V ) 100x
where:
M = momentum oscillator value V = last closing price
Vx = closing price x days ago, typically 10 days
Relative Strength Index
RSI 100 100
1 RS
= −
+ where:
RS (Up changes for the period under consideration)
(| Down changes for the period under consideration|) = Σ Σ Stochastic Oscillator %K 100 C L14 H14 L14 = − − where:
C = last closing price
L14 = lowest price in last 14 days H14 = highest price in last 14 days
%D (signal line) = Average of the last three %K values calculated daily.
Short Interest ratio
Short interest ratio Short interest
Average daily trading volume =
Arms Index
Arms index Number of advancing issues / Number of declining issues Volume of advancing issues / Volume of declining issues =
DemanD anD Supply analySiS: introDuction
Demand and Supply Analysis: Introduction
The demand function captures the effect of all these factors on demand for a good.
= …
Demand function: QDx f(P , I, P , )x y … (Equation 1)
Equation 1 is read as “the quantity demanded of Good X (QDX) depends on the price of Good X (PX), consumers’ incomes (I) and the price of Good Y (PY), etc.”
The supply function can be expressed as:
= …
Supply function: QSx f(P ,W, )x … (Equation 5)
The own‐price elasticity of demand is calculated as:
ED % QD % P Px x x = ∆ ∆ … (Equation 16)
If we express the percentage change in X as the change in X divided by the value of X, Equation 16 can be expanded to the following form:
ED % QD % P QD QD P P QD P P QD Px x x x x x x x x x x = ∆ ∆ = ∆ ∆ = ∆ ∆ … (Equation 17)
Arc elasticity is calculated as:
= = ∆
∆ =
+ ×
+ ×
E % change in quantity demanded
% change in price % Q % P (Q - Q ) (Q Q )/2 100 (P - P ) (P P )/2 100 P d 0 1 0 1 0 1 0 1 Slope of demand function. Coefficient on own‐price in market demand function
DemanD anD Supply analySiS: introDuction
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26
Income Elasticity of Demand
Income elasticity of demand measures the responsiveness of demand for a particular good to a change in income, holding all other things constant.
ED % QD % I QD QD I I QD I I QD I x x x x x = ∆ ∆ = ∆ ∆ = ∆ ∆ … (Equation 18) =
E % change in quantity demanded
% change in income
I
Cross‐Price Elasticity of Demand
Cross elasticity of demand measures the responsiveness of demand for a particular good to a change in price of another good, holding all other things constant.
ED % QD % P QD QD P P QD P P QD Py x y x x y y x y y x = ∆ ∆ = ∆ ∆ = ∆∆ … (Equation 19)
E % change in quantity demanded
% change in price of substitute or complement
C= Same as coefficient on I in market demand function (Equation 11) Same as coefficient on PY in market demand function (Equation 11)
DemanD anD Supply analySiS: conSumer DemanD
Demand and Supply Analysis: Consumer Demand
The Utility Function
In general a utility function can be represented as:
U f(Q ,Q ,x x ,Q )x
1 2 n
DemanD anD Supply analySiS: the Firm
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28
Demand and Supply Analysis: The Firm
Accounting ProfitAccounting profit (loss) = Total revenue − Total accounting costs.
Economic Profit
Economic profit (also known as abnormal profit or supernormal profit) is calculated as:
Economic profit = Total revenue − Total economic costs
Normal profit = Accounting profit − Economic profit
Economic profit = Accounting profit − Total implicit opportunity costs Economic profit = Total revenue − (Explicit costs + Implicit costs)
Normal Profit
Total, Average and Marginal Revenue
Table: Summary of Revenue Terms2
Revenue Calculation
Total revenue (TR) Price times quantity (P × Q), or the sum of individual units sold times their respective prices; Σ(Pi × Qi) Average revenue (AR) Total revenue divided by quantity; (TR / Q)
Marginal revenue (MR) Change in total revenue divided by change in quantity; (ΔTR / ΔQ)
DemanD anD Supply analySiS: the Firm
MRPLabor = PriceLabor
2 Exhibit 3, Volume 2, CFA Program Curriculum 2012
Total, Average, Marginal, Fixed and Variable Costs
Table: Summary of Cost Terms3
Costs Calculation
Total fixed cost (TFC) Sum of all fixed expenses; here defined to include all opportunity costs
Total variable cost (TVC) Sum of all variable expenses, or per unit variable cost times quantity; (per unit VC × Q)
Total costs (TC) Total fixed cost plus total variable cost; (TFC + TVC) Average fixed cost (AFC) Total fixed cost divided by quantity; (TFC / Q) Average variable cost (AVC) Total variable cost divided by quantity; (TVC / Q) Average total cost (ATC) Total cost divided by quantity; (TC / Q) or (AFC + AVC) Marginal cost (MC) Change in total cost divided by change in quantity;
(ΔTC / ΔQ)
Marginal revenue product (MRP) of labor is calculated as:
MRP of labor = Change in total revenue / Change in quantity of labor
MRP = Marginal product * Product price
For a firm in perfect competition, MRP of labor equals the MP of the last unit of labor times the price of the output unit.
A profit‐maximizing firm will hire more labor until:
Profits are maximized when:
MRP Price of input 1
MRP Price of input n
the Firm anD market StructureS
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30
The Firm And Market Structures
The relationship between MR and price elasticity can be expressed as:
= −
MR P[1 (1/E )]p
In a monopoly, MC = MR so:
− =
P[1 (1/E )] MCp
N‐firm concentration ratio: Simply computes the aggregate market share of the N largest firms in the industry. The ratio will equal 0 for perfect competition and 100 for a monopoly.
Herfindahl‐Hirschman Index (HHI): Adds up the squares of the market shares of each of the largest N companies in the market. The HHI equals 1 for a monopoly. If there are M firms in the industry with equal market shares, the HHI will equal 1/M.
aggregate output, price, anD economic groWth
Aggregate Output, Price, And Economic Growth
Nominal GDP refers to the value of goods and services included in GDP measured at
current prices.
Nominal GDP Quantity produced in Year t Prices in Year t= ×
Real GDP refers to the value of goods and services included in GDP measured at
base‐year prices.
Real GDP Quantity produced in Year t Base-year prices= ×
GDP Deflator
GDP deflator Value of current year output at current year prices Value of current year output at base year prices 100
= ×
GDP deflator Nominal GDP
Real GDP 100
= ×
The Components of GDP
Based on the expenditure approach, GDP may be calculated as:
GDP C I G (X M)= + + + −
C = Consumer spending on final goods and services
I = Gross private domestic investment, which includes business investment in capital goods (e.g. plant and equipment) and changes in inventory (inventory investment)
G = Government spending on final goods and services X = Exports
M = Imports
Expenditure Approach
Under the expenditure approach, GDP at market prices may be calculated as:
= + + + + + − +
GDP Consumer spending on goods and services Business gross fixed investment
Change in inventories
Government spending on goods and services Government gross fixed investment
Exports Imports Statistical discrepancy
This equation is just a breakdown of the expression for GDP we stated in the previous LOS, i.e. GDP = C + I + G + (X − M).
aggregate output, price, anD economic groWth
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32
Income Approach
Under the income approach, GDP at market prices may be calculated as:
= +
+
GDP National income Capital consumption allowance
Statistical discrepancy … (Equation 1)
National income equals the sum of incomes received by all factors of production used to generate final output. It includes:
• Employee compensation
• Corporate and government enterprise profits before taxes, which includes:
○ Dividends paid to households
○ Corporate profits retained by businesses
○ Corporate taxes paid to the government
• Interest income
• Rent and unincorporated business net income (proprietor’s income): Amounts earned by unincorporated proprietors and farm operators, who run their own businesses.
• Indirect business taxes less subsidies: This amount reflects taxes and subsidies that are included in the final price of a good or service, and therefore represents the portion of national income that is directly paid to the government.
The capital consumption allowance (CCA) accounts for the wear and tear or depreciation that occurs in capital stock during the production process. It represents the amount that must be reinvested by the company in the business to maintain current productivity levels. You should think of profits + CCA as the amount earned by capital.
= − − − +
Personal income National income Indirect business taxes Corporate income taxes Undistributed corporate profits
Transfer payments … (Equation 2)
Personal disposable income Personal income Personal taxes= − … (Equation 3)
Personal disposable income Household consumption Household saving= +
… (Equation 4)
aggregate output, price, anD economic groWth
= − − −
Household saving Personal disposable income Consumption expenditures
Interest paid by consumers to businesses
Personal transfer payments to foreigners … (Equation 5)
= +
Business sector saving Undistributed corporate profits
Capital consumption allowance … (Equation 6)
GDP Household consumption Total private sector saving Net taxes= + +
The equality of expenditure and income
= + − + −
S I (G T) (X M) … (Equation 7)
The IS Curve (Relationship between Income and the Real Interest Rate)
Disposable income GDP Business saving Net taxes= − −
− = − + −
S I (G T) (X M) … (Equation 7)
The LM Curve
Quantity theory of money: MV = PY
The quantity theory equation can also be written as: M/P and MD/P = kY
where: k = I/V
M = Nominal money supply MD = Nominal money demand
MD/P is referred to as real money demand and M/P is real money supply.
Equilibrium in the money market requires that money supply and money demand be equal.
Money market equilibrium: M/P = RMD
Solow (neoclassical) growth model
Y AF(L,K)=
where:
Y = Aggregate output L = Quantity of labor K = Quantity of capital
aggregate output, price, anD economic groWth
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34
Growth accounting equation
= +
+
Growth in potential GDP Growth in technology W (Growth in labor) W (Growth in capital)K L
= +
Growth in per capital potential GDP Growth in technology
W (Growth in capital-labor ratio)K Measures of Sustainable Growth
Potential GDP = Aggregate hours × Labor productivity Labor productivity = Real GDP/Aggregate hours
This equation can be expressed in terms of growth rates as:
Potential GDP growth rate = Long‐term growth rate of labor force + Long‐term labor productivity growth rate
unDerStanDing BuSineSS cycleS
Understanding Business Cycles
Unit labor cost (ULC) is calculated as:ULC W/O=
where:
O = Output per hour per worker
monetary anD FiScal policy
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36
Monetary And Fiscal Policy
Required reserve ratio = Required reserves / Total deposits
Money multiplier = 1/ (Reserve requirement)
The Fischer effect states that the nominal interest rate (RN) reflects the real interest rate (RR) and the expected rate of inflation (IIe).
RN =RR+ Πe
The Fiscal Multiplier
Ignoring taxes, the multiplier can also be calculated as:
○ (1 MPC)−1 =(1 0.9)−1 =10
Assuming taxes, the multiplier can also be calculated as:
− −
1 [1 MPC(1 t)]
international traDe anD capital FloWS
International Trade And Capital Flows
Balance of Payment Components
A country’s balance of payments is composed of three main accounts:
• The current account balance largely reflects trade in goods and services.
• The capital account balance mainly consists of capital transfers and net sales of non‐produced, non‐financial assets.
• The financial account measures net capital flows based on sales and purchases of domestic and foreign financial assets.
currency exchange rateS
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38
Currency Exchange Rates
The real exchange rate may be calculated as:
Real exchange rateDC/FC=SDC/FC×(P /P )FC DC
where:
SDC/FC = Nominal spot exchange rate
PFC = Foreign price level quoted in terms of the foreign currency PDC = Domestic price level quoted in terms of the domestic currency
The forward rate may be calculated as:
F 1 S (1 r ) (1 r ) or F S (1 r ) (1 r ) DC/FC FC/DC DC FC DC/FC DC/FC DC FC = × + + = × + +
Forward rates are sometimes interpreted as expected future spot rates.
Ft =St 1+ (S ) S 1 %S(DC/FC) (r r ) (1 r ) t 1 t 1 DC FC FC − = ∆ = − + + +
Exchange Rates and the Trade Balance The Elasticities Approach
Marshall-Lerner condition:ω ε + ω ε − >x x M( M 1) 0
where:
ωx = Share of exports in total trade
ωM = Share of imports in total trade
εx = Price elasticity of demand for exports
εM = Price elasticity of demand for imports This version of the
formula is perhaps easiest to remember because it contains the DC term in numerator for all three components: FDC/FC, SDC/FC and
Financial RepoRting Mechanics
Financial Reporting Mechanics
UndeRstanding the incoMe stateMent
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42
Understanding the Income Statement
Basic EPS= −
Basic EPS Net income Preferred dividends
Weighted average number of shares outstanding
Diluted EPS
Diluted EPS
Net income Preferred
dividends Convertible preferred dividends Convertible debt interest 1 t Weighted average shares Shares from conversion of convertible preferred shares Shares from conversion of convertible debt Shares issuable from stock options
(
)
= − + + × − + + + Comprehensive Income + =Net income Other comprehensive income Comprehensive income
Ending Shareholders’ Equity
Ending shareholders’ equity Beginning shareholders’ equity Net income Other comprehensive income Dividends declared
= + +
UndeRstanding the Balance sheet
Understanding the Balance Sheet
Gains and Losses on Marketable Securities Held‐to‐Maturity
Securities Available‐for‐Sale Securities Trading Securities
Balance Sheet Reported at cost or amortized cost.
Reported at fair value. Reported at fair value.
Unrealized gains or losses due to changes in market values are reported in other comprehensive income within owners’ equity.
Items recognized on the income statement
Interest income. Realized gains and losses.
Dividend income. Interest income.
Realized gains and losses.
Dividend income. Interest income.
Realized gains and losses. Unrealized gains and losses due to changes in market values.
UndeRstanding cash FloW stateMents
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44
Understanding Cash Flow Statements
Cash Flow Classification under U.S. GAAPIFRS U.S. GAAP
Classification of Cash Flows
Interest and dividends received Interest paid CFO or CFI CFO or CFF CFO CFO Dividend paid Dividends received Taxes paid CFO or CFF CFO or CFI
CFO, but part of the tax can be categorized as CFI or CFF if it is clear that the tax arose from investing or financing activities.
CFF CFO CFO
Bank overdraft Included as a part of cash equivalents. Not considered a part of cash equivalents and included in CFF.
Presentation Format
CFO
(No difference in CFI and CFF presentation)
Direct or indirect method. The former is preferred.
Direct or indirect method. The former is preferred. However, if the direct method is used, a reconciliation of net income and CFO must be included.
Disclosures
Taxes paid should be presented separately on the cash flow statement.
If taxes and interest paid are not explicitly stated on the cash flow statement, details can be provided in footnotes.
CFO
Inflows Outflows
Cash collected from customers. Interest and dividends received.
Proceeds from sale of securities held for trading.
Cash paid to employees. Cash paid to suppliers. Cash paid for other expenses. Cash used to purchase trading securities.
Interest paid. Taxes paid.
CFI
Inflows Outflows
Sale proceeds from fixed assets.
Sale proceeds from long‐term investments.
Purchase of fixed assets.
Cash used to acquire LT investment securities.
CFF
Inflows Outflows
Proceeds from debt issuance.
Proceeds from issuance of equity instruments.
Repayment of LT debt.
Payments made to repurchase stock. Dividends payments.
UndeRstanding cash FloW stateMents
Free Cash Flow to the Firm
FCFF NI NCC [Int * (1 tax rate)] FCInv WCInv= + + − − − FCFF CFO [Int * (1 tax rate)] FCInv= + − −
Free Cash Flow to Equity
= − +
Financial analysis techniqUes
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46
Financial Analysis Techniques
Inventory TurnoverCost of goods sold Average inventory
Inventory turnover=
Days of Inventory on Hand
= 365
Inventory turnover
Days of inventory on hand (DOH)
Receivables Turnover
= Revenue
Average receivables
Receivables turnover
Days of Sales Outstanding
=
( ) 365
Receivables turnover
Days of sales outstanding DSO
Payables Turnover
= Purchases
Average trade payables
Payables turnover
Number of Days of Payables
= 365
Payables turnover
Number of days of payables
Working Capital Turnover
= Revenue
Average working capital
Working capital turnover
Fixed Asset Turnover
= Revenue
Average fixed assets
Fixed asset turnover
Total Asset Turnover
Revenue Average total assets
Financial analysis techniqUes Current Ratio = Current assets Current liabilities Current ratio Quick Ratio
=Cash Short-term marketable investments Receivables+ + Current liabilities
Quick ratio
Cash Ratio
=Cash Short-term marketable investments+ Current liabilities
Cash ratio
Defensive Interval Ratio
= Cash Short-term marketable investments Receivables+ + Daily cash expenditures
Defensive interval ratio
Cash Conversion Cycle
=DSO DOH Number of days of payables+ −
Cash conversion cycle
Debt‐to‐Assets Ratio
=
- - Total debt
Total assets
Debt to assets ratio
Debt‐to‐Capital Ratio
- - Total debt
Total debt Shareholders’ equity
Debt to capital ratio=
+
Debt‐to‐Equity Ratio
- - Total debt
Shareholders’ equity
Debt to equity ratio=
Financial Leverage Ratio
= Average total assets Average total equity
Financial leverage ratio
Interest Coverage Ratio
= EBIT
Interest payments
Financial analysis techniqUes
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48
Fixed Charge Coverage Ratio
= +
+
EBIT Lease payments Interest payments Lease payments
Fixed charge coverage ratio
Gross Profit Margin
= Gross profit Revenue
Gross profit margin
Operating Profit Margin
= Operating profit Revenue
Operating profit margin
Pretax Margin
=EBT (earnings before tax, but after interest) Revenue
Pretax margin
Net Profit Margin
= Net profit Revenue
Net profit margin
Return on Assets
= Net income
Average total assets
ROA
= Net income Interest expense (1 Tax rate)+ − Average total assets
Adjusted ROA
Operating income or EBIT Average total assets
Operating ROA=
Return on Total Capital
=
+ +
EBIT
Short-term debt Long-term debt Equity
Return on total capital
Return on Equity
= Net income
Average total equity
Return on equity
Return on Common Equity
= Net income Preferred dividends− Average common equity
Financial analysis techniqUes
DuPont Decomposition of ROE
Net income
Average shareholders’ equity
ROE=
2‐Way Dupont Decomposition
Net income Average total assets
Average total assets Average shareholders’ equity
ROA Leverage
ROE= ×
↓ ↓
3‐Way Dupont Decomposition
Net income Revenue
Revenue Average total assets
Average total assets Average shareholders’ equity
Net profit margin Asset turnover Leverage
ROE= × ×
↓ ↓ ↓
5‐Way Dupont Decomposition
Interest burden Asset turnover
Net income EBT EBT EBIT EBIT Revenue Revenue Average total assets
Average total assets Avg. shareholders’ equity
Tax burden EBIT margin Leverage
↓ ↓ = × × × × ↓ ↓ ↓ ROE Price‐to‐Earnings Ratio =
/ Price per share
Earnings per share
P E
Price to Cash Flow
=
/ Price per share
Cash flow per share
P CE
Price to Sales
/ Price per share
Sales per share
P S=
Price to Book Value
/ Price per share
Book value per share
Financial analysis techniqUes
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50
Per Share Ratios
Cash flow from operations Average number of shares outstanding
Cash flow per share=
EBITDA
Average number of shares outstanding
EBITDA per share=
= Common dividends declared
Weighted average number of ordinary shares
Dividends per share
Dividend Payout Ratio
= Common share dividends
Net income attributable to common shares
Dividend payout ratio
Retention Rate
Net income attributable to common shares Common share dividends Net income attributable to common shares
Retention Rate= −
Growth Rate
=Retention rate ROE×
inventoRies
Inventories
LIFO versus FIFO (with rising prices and stable inventory levels.) LIFO versus FIFO when Prices are Rising
LIFO FIFO
COGS Higher Lower
Income before taxes Lower Higher Income taxes Lower Higher
Net income Lower Higher
Cash flow Higher Lower
EI Lower Higher
Working capital Lower Higher
Type of Ratio Effect on Numerator Effect on Denominator Effect on Ratio
Profitability ratios NP and GP margins
Income is lower under LIFO because COGS is higher
Sales are the same under both
Lower under LIFO
Debt-to-equity Same debt levels Lower equity under LIFO
Higher under LIFO
Current ratio Current assets are lower under LIFO because EI is lower
Current liabilities are the same
Lower under LIFO
Quick ratio Assets are higher as a result of lower taxes paid
Current liabilities are the same
Higher under LIFO
Inventory turnover COGS is higher under LIFO
Average inventory is lower under LIFO
Higher under LIFO
Total asset turnover Sales are the same Lower total assets under LIFO
Higher under LIFO
The LIFO Method and the LIFO Reserve:
= +
EIFIFO EILIFO LR
where
LR = LIFO Reserve
COGSFIFO = COGSLIFO − (Change in LR during the year)
Net income after tax under FIFO will be greater than LIFO net income after tax by:
× −
inventoRies
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52
When converting from LIFO to FIFO assuming rising prices:
Equity (retained earnings) increase by: LIFO Reserve × (1 − Tax rate)
LIFO Reserve × (Tax rate)
LIFO Reserve
Liabilities (deferred taxes) increase by:
long-lived assets
Long-Lived Assets
Financial Statement Effects of Capitalizing versus Expensing
Effect on Financial Statements
Initially when the cost is capitalized
• Noncurrent assets increase.
• Cash flow from investing activities decreases. In future periods when the asset is
depreciated or amortized
• Noncurrent assets decrease.
• Net income decreases.
• Retained earnings decrease.
• Equity decreases.
When the cost is expensed • Net income decreases by the entire after‐tax amount of the cost.
• No related asset is recorded on the balance sheet and therefore, no depreciation or amortization expense is charged in future periods.
• Operating cash flow decreases.
• Expensed costs have no financial statement impact in future years.
Capitalizing Expensing
Net income (first year) Higher Lower Net income (future years) Lower Higher Total assets Higher Lower Shareholders’ equity Higher Lower Cash flow from operations Higher Lower Cash flow from investing Lower Higher Income variability Lower Higher Debt-to-equity Lower Higher
long-lived assets
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54
Straight Line Depreciation
= −
Depreciation expense Original cost Salvage value
Depreciable life
Accelerated Depreciation
DDB depreciation in Year X 2
Depreciable life Book value at the beginning of Year X
= ×
Estimated Useful Life
=
Estimated useful life Gross investment in fixed assets Annual depreciation expense
Average Cost of Asset
=
Average age of asset Accumulated depreciation
Annual depreciation expense
Remaining Useful Life
=
Remaining useful life Net investment in fixed assets Annual depreciation expense
Gross investment in fixed assets = Accumulated depreciation + Net investment in fixed assets Annual depreciation expense Annual depreciation expense Annual depreciation expense
Estimated useful or depreciable life
The historical cost of an asset divided by its useful life equals annual depreciation expense under the straight line method. Therefore,
the historical cost divided by annual depreciation expense equals the estimated useful life.
Average age of asset
Annual depreciation expense times the number of years that the asset has been in use equals
accumulated depreciation. Therefore, accumulated depreciation divided by annual depreciation equals the average
age of the asset.
Remaining useful life
The book value of the asset divided by annual depreciation expense equals the number of years the asset
incoMe taxes
Income Taxes
Effective Tax rate
=
Effective tax rate Income tax expense Pretax income
Income Tax Expense
= + −
Income tax expense Taxes Payable Change in DTL Change in DTA
Treatment of Temporary Differences
Balance Sheet Item Carrying Value versus Tax Base Results in…
Asset Carrying amount is greater. DTL Asset Tax base is greater. DTA Liability Carrying amount is greater. DTA Liability Tax base is greater. DTL
Income Tax Accounting under IFRS versus U.S. GAAP
IFRS U.S. GAAP
ISSUE SPECIFIC TREATMENTS
Revaluation of fixed assets and intangible assets.
Recognized in equity as deferred taxes.
Revaluation is prohibited.
Treatment of undistributed profit from investment in subsidiaries.
Recognized as deferred taxes except when the parent company is able to control the distribution of profits and it is probable that temporary differences will not reverse in future.
No recognition of deferred taxes for foreign subsidiaries that fulfill indefinite reversal criteria. No recognition of deferred taxes for domestic
subsidiaries when amounts are tax‐free.
Treatment of undistributed profit from investments in joint ventures.
Recognized as deferred taxes except when the investor controls the sharing of profits and it is probable that there will be no reversal of temporary differences in future.
No recognition of deferred taxes for foreign corporate joint ventures that fulfill indefinite reversal criteria.
Treatment of undistributed profit from investments in associates.
Recognized as deferred taxes except when the investor controls the sharing of profits and it is probable that there will be no reversal of temporary differences in future.
Deferred taxes are
recognized from temporary differences.
incoMe taxes
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56
IFRS U.S. GAAP
DEFERRED TAX MEASUREMENT
Tax rates. Tax rates and tax laws enacted or substantively enacted.
Only enacted tax rates and tax laws are used.
Deferred tax asset recognition.
Recognized if it is probable that sufficient taxable profit will be available in the future.
Deferred tax assets are recognized in full and then reduced by a valuation allowance if it is likely that they will not be realized.
DEFERRED TAX PRESENTATION
Offsetting of deferred tax assets and liabilities.
Offsetting allowed only if the entity has right to legally enforce it and the balance is related to a tax levied by the same authority.
Same as in IFRS.
Balance sheet classification.
Classified on balance sheet as net noncurrent with supplementary disclosures.
Classified as either current or noncurrent based on classification of underlying asset and liability.
non-cURRent (long-teRM) liaBilities
Non-Current (Long-Term) Liabilities
Income Statement Effects of Lease Classification
Income Statement Item Finance Lease Operating Lease
Operating expenses Lower Higher Nonoperating expenses Higher Lower EBIT (operating income) Higher Lower Total expenses‐ early years Higher Lower Total expenses‐ later years Lower Higher Net income‐ early years Lower Higher Net income‐ later years Higher Lower
Balance Sheet Effects of Lease Classification
Balance Sheet Item Capital Lease Operating Lease
Assets Higher Lower
Current liabilities Higher Lower Long term liabilities Higher Lower
Total cash Same Same
Cash Flow Effects of Lease Classification
CF Item Capital Lease Operating Lease
CFO Higher Lower
CFF Lower Higher
Total cash flow Same Same
Impact of Lease Classification on Financial Ratios
Ratio Numerator under Finance Lease Denominator under Finance
Lease Effect on Ratio
Ratio Better or Worse under Finance Lease
Asset turnover Sales‐ same Assets‐ higher Lower Worse Return on
assets*
Net income lower in early
years
Assets‐ higher Lower Worse
Current ratio Current assets-same Current liabilities-higher Lower Worse Leverage ratios (D/E and D/A)
Debt‐ higher Equity same Assets higher Higher Worse Return on equity* Net income lower in early years
Equity same Lower Worse
non-cURRent (long-teRM) liaBilities
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58
Financial Statement Effects of Lease Classification from Lessor’s Perspective Financing Lease Operating Lease
Total net income Same Same Net income (early years) Higher Lower Taxes (early years) Higher Lower
Total CFO Lower Higher
Total CFI Higher Lower
Total cash flow Same Same
Definitions of Commonly Used Solvency Ratios
Solvency Ratios Description Numerator Denominator
Leverage Ratios
Debt‐to‐assets ratio Expresses the percentage of total assets financed by debt
Total debt Total assets
Debt‐to‐capital ratio Measures the percentage of a company’s total capital (debt + equity) financed by debt.
Total debt Total debt + Total shareholders’ equity
Debt‐to‐equity ratio Measures the amount of debt financing relative to equity financing
Total debt Total shareholders’ equity
Financial leverage ratio Measures the amount of total assets supported by one money unit of equity
Average total assets Average shareholders’ equity
Coverage Ratios
Interest coverage ratio Measures the number of times a company’s EBIT could cover its interest payments.
EBIT Interest payments
Fixed charge coverage ratio Measures the number of times a company’s earnings (before interest, taxes and lease payments) can cover the company’s interest and lease payments.
EBIT + Lease payments
Interest payments + Lease payments
Financial RepoRting qUality
Financial Reporting Quality
Relationship between Financial Reporting Quality and Earnings Quality Financial Reporting Quality
Low High
Earnings (Results) Quality
High
LOW financial reporting quality impedes assessment of earnings quality and impedes valuation.
HIGH financial reporting quality enables assessment.
HIGH earnings quality increases company value.
Low HIGH financial reporting quality enables assessment.
LOW earnings quality decreases company value.
Capital Budgeting
Capital Budgeting
Net Present Value (NPV)
NPV CF (1 r) Outlay t t t 1 n
∑
= + − = where:CFt = after‐tax cash flow at time, t.
r = required rate of return for the investment. This is the firm’s cost of capital adjusted for the risk inherent in the project.
Outlay = investment cash outflow at t = 0.
Internal Rate of Return (IRR)
CF (1 IRR) Outlay CF (1 IRR) Outlay 0 t t t 1 n t t t 1 n
∑
+ =∑
+ − = = =Average Accounting Rate of Return (AAR)
AAR Average net income
Average book value =
Profitability Index
PI PV of future cash flows
Initial investment 1
NPV Initial investment
Cost of Capital
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64
Cost of Capital
Weighted Average Cost of CapitalWACC (w )(r )(1 t) (w )(r ) (w )(r )= d d − + p p + e e
where:
wd = Proportion of debt that the company uses when it raises new funds rd = Before‐tax marginal cost of debt
t = Company’s marginal tax rate
wp = Proportion of preferred stock that the company uses when it raises new funds
rp = Marginal cost of preferred stock
we = Proportion of equity that the company uses when it raises new funds
re = Marginal cost of equity
To Transform Debt‐to‐equity Ratio into a Component’s Weight
D E 1 D E D D E w w w 1 d d e + = + = + = Valuation of Bonds P PMT 1 r 2 FV 1 r 2 0 d t t 1 n d n
∑
= + + + = where:P0 = current market price of the bond.
PMTt = interest payment in period t. rd = yield to maturity on BEY basis.
n = number of periods remaining to maturity. FV = Par or maturity value of the bond.
Valuation of Preferred Stock
Vp Dpr p
=
where:
Vp = current value (price) of preferred stock.
Dp = preferred stock dividend per share. rp = cost of preferred stock.
Cost of Capital
Required Return on a Stock
Capital Asset Pricing Model
= + β −
re RF i[E(R ) R ]M F
where:
[E(RM) − Rf] = Equity risk premium.
RM = Expected return on the market.
βi = Beta of stock. Beta measures the sensitivity of the stock’s returns to changes in market
returns. RF = Risk‐free rate.
re = Expected return on stock (cost of equity).
Dividend Discount Model
P D r g 0 1 e = − where:
P0 = current market value of the security.
D1 = next year’s dividend.
re = required rate of return on common equity.
g = the firm’s expected constant growth rate of dividends.
Rearranging the above equation gives us a formula to calculate the required return on equity: r D P g e 1 0 = +
Sustainable Growth Rate
g 1 D
EPS
(
ROE)
= − ×
Where (1 − (D/EPS)) = Earnings retention rate
Bond Yield plus Risk Premium Approach
Cost of Capital
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66
To Unlever the beta
1 1 1 t D E ASSET EQUITY
(
)
β = β + − To Lever the beta
1 1 t D E PROJECT ASSET
(
)
β = β + − Country Risk Premium
re =RF+ β[E(R ) RM − F+CRP]
Country risk premium
Sovereign yield spread
Annualized standard deviation of equity index Annualized standard deviation of sovereign bond market in terms of the developed market
currency
= ×
Break point Amount of capital at which a component’s cost of capital changes Proportion of new capital raised from the component =
MeasuRes of leveRage
Measures of Leverage
Degree of Operating LeverageDOL Percentage change in operating income
Percentage change in units sold = DOL Q P V Q P V F ( ) ( ) = × − × − − where:
Q = Number of units sold P = Price per unit
V = Variable operating cost per unit F = Fixed operating cost
Q × (P − V) = Contribution margin (the amount that units sold contribute to covering fixed costs)
(P − V) = Contribution margin per unit
Degree of Financial Leverage
DFL Percentage change in net income
Percentage change in operating income = DFL [Q(P V) F](1 t) [Q(P V) F C](1 t) [Q(P V) F] [Q(P V) F C] = − − − − − − − = − − − − − where:
Q = Number of units sold P = Price per unit
V = Variable operating cost per unit F = Fixed operating cost
C = Fixed financial cost t = Tax rate
MeasuRes of leveRage
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68
Degree of Total Leverage
DTL Percentage change in net income
Percentage change in the number of units sold = DTL DOL DFL= × DTL Q (P V) [Q(P V) F C] = × − − − − where:
Q = Number of units produced and sold P = Price per unit
V = Variable operating cost per unit F = Fixed operating cost
C = Fixed financial cost
Break point
PQ VQ F C= + +
where:
P = Price per unit
Q = Number of units produced and sold V = Variable cost per unit
F = Fixed operating costs C = Fixed financial cost
The breakeven number of units can be calculated as:
Q F C
P C
BE = +−
Operating breakeven point
PQOBE =VQOBE+F
Q F
P V
WoRking Capital ManageMent
Working Capital Management
Current Ratio Current assets
Current liabilities =
Quick Ratio Cash Short term marketable investments Receivables
Current liabilities
= + +
Accounts receivable turnover Credit sales
Average receivables =
Number of days of receivables Accounts receivable
Average days sales on credit Accounts receivable
Sales on credit / 365 =
=
Inventory turnover Cost of goods sold Average inventory =
Number of days of inventory Inventory
Average day’s cost of goods sold Inventory
Cost of goods sold / 365 =
=
Payables turnover Purchases
Average trade payables =
Number of days of payables Accounts payables
Average day’s purchases Accounts payables
Purchases / 365 =
=
Operating cycle = Number of days of inventory + Number of days of receivables
Net operating cycle = Number of days of inventory + Number of days of receivables − Number of days of payables
WoRking Capital ManageMent
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70
Money market yield Face value price
Price
360
Days Holding period yield
360 Days = − × = ×
Bond equivalent yield Face value price
Price
365
Days Holding period yield
365 Days = − × = ×
Discount basis yield Face value price
Face value 360 Days % discount 360 Days = − × = ×
% Discount Face value Price
Price
= −
Inventory turnover Cost of goods sold Average inventory =
Number of days of inventory Inventory
Average days cost of goods sold Inventory
Cost of goods sold / 365 365
Inventory turnover =
= =
Implicit rate Cost of trade credit 1 Discount
1 Discount 1
365
Number of days beyond discount period
= = + − −
Number of days of payables Accounts payable
Average day’s purchases Accounts payable Purchases / 365 365 Payables turnover = =
Line of credit cost Interest Commitment fee
Loan amount
= +
Banker’s acceptance cost Interest
Net proceeds
Interest
Loan amount Interest
= =
− Interest Dealer’s commission Backup costs
Loan amount Interest
+ +