market risk slides
TRANSCRIPT
Market RiskLearning Outcomes (18.1 – 20.6)
Market Risk (LO 18.1 – 18.4)1
4 Liquidity risk (LO 20.1 – 20.6)
Cash flow exposures (LO 19.7 – 19.15)
2 Foreign Exchange Risk (LO 19.1 – 19.6)
3
Market Risk
Market risk is “the risk related to the uncertainty
of a financial institution’s earnings on its trading
portfolio caused by changes in market conditions
such as the price of an asset, interest rates, market
volatility, and market liquidity”
(Saunders, Chapter 10)
LO 18.1: Define market risk
Market RiskLO 18.1: Define market risk
Assets Liabilities
Investment
(Banking)
Book
Loans Capital
Other illiquid assets Deposits
Trading Book
Bonds (long) Bonds (short)
Commodities (long) Commodities (short)
FX (long) FX (short)
Equities (long) Equities (short)
Derivatives (long) Derivatives (short)
Market RiskLO 18.1: Define market risk
Assets Liabilities
Investment
(Banking)
Book
Loans Capital
Other illiquid assets Deposits
Trading Book
Bonds (long) Bonds (short)
Commodities (long) Commodities (short)
FX (long) FX (short)
Equities (long) Equities (short)
Derivatives (long) Derivatives (short)
Securitization
Market Risk
1. Management information: MRM gives senior managers information about risk exposures.
2. Setting limits: MRM helps set logical position limits
3. Resource allocation: Because it compares return-versus-risk across asset classes, helps allocate capital effectively.
4. Performance evaluation: Rather than pay traders merely for taking on more risk, considers the return-risk ratio, and therefore helps for more rational compensation scheme.
5. Regulation: Because regulations may tend to over-price some risks, the use of internal models may lead to superior capital allocation.
LO 18.2: Describe five reasons why market risk measurement is important
Market RiskLO 18.3: List the models being used to calculate market risk exposure.
RiskMetrics (variance/covariance)
• Market Risk = Position (Confidence)(Volatility)(Sensitivity)
Historic or back simulation
• When returns are non-normal
• Simple
Monte Carlo simulation
• When actual data is limited
• Like historic, percentile (%) rank
Market Risk
1st Model: RiskMetrics Model for Daily Earnings at
Risk (DEAR)
LO 18.3: List the models being used to calculate market risk exposure.
Market Risk
1st Model (Variance Covariance) Fixed Income
LO 18.3: List the models being used to calculate market risk exposure.
Daily Price Volatility = Modified Duration
Adverse Daily Yield Move
Market Risk
1st Model (Variance Covariance) Equities
LO 18.3: List the models being used to calculate market risk exposure.
2 2 2 2i i m ei
Total Risk = Systematic risk +
Unsystematic risk
Market Risk
The RiskMetrics model assumes normality. Due to this drawback,
most banks deploy market risk models that use a historic or
back simulation approach. There are six steps to the historic
approach (using foreign exchange as an example):
1. Measure exposures
2. Measure sensitivity
3. Measure risk
4. Repeat Step 3
5. Rank days by risk from worst to best
6. Determine VAR.
LO 18.3: List the models being used to calculate market risk exposure.
2nd Model: Historic or Back Simulation Approach
Market RiskLO 18.3: List the models being used to calculate market risk exposure.
Measure exposures
Measure sensitivity
Measure risk
Repeat Step 3
Rank days
by risk: worst
to best
Determine VAR
Market Risk
3rd Model: The Monte Carlo Simulation Approach
LO 18.3: List the models being used to calculate market risk exposure.
The Monte Carlo approach overcomes the problem of
limited observations. A typical Monte Carlo simulation
produces a large number of synthesized observations—
sometimes a very large number.
Market Risk
The Bank for International Settlement (BIS) includes the
largest central banks in the world. Since January 1998,
banks in BIS member countries can calculate market risk
(i.e., market risk only, not credit and operational risk)
exposure in one of two ways:
1. Use a simple standardized framework.
2. Use an internal model, contingent on regulatory approval.
However, an internal model is subject to regulatory
audit(s) and certain constraints.
LO 18.4: List the methods the Bank for International Settlement uses to regulate market risks
Market Risk
Fixed Income
Specific Risk Charge
The specific risk charge measures the risk of a decline in the liquidity or credit
risk quality of the portfolio over the holding period. Multiplying the absolute
dollar values of the long and short positions by the specific risk weights
produces a specific risk capital (or requirement charge) for each position.
Summing the individual charges for specific risk gives the total specific risk
charge.
General Market Risk Charge
The general market risk charges the product of the modified durations and
interest rate shocks expected for each maturity. The positive or negative dollar
values of the positions in each instrument are multiplied by the general market
risk weights to determine the general market risk charges for the individual
holdings. Summing these gives the total general market risk charge of the entire
fixed-income portfolio.
LO 18.4: List the methods the Bank for International Settlement uses to regulate market risks
Market Risk
Fixed Income
Vertical Offsets
The BIS model assumes that long and short positions, in the same maturity
bucket but in different instruments, cannot perfectly offset each other. Thus, the
general market risk charge tends to underestimate interest rate or price risk
exposure. To account for this, BIS requires additional capital charges for basis
risk, called vertical offsets or disallowance factors.
Horizontal Offsets within Time Zones
In addition, the debt trading portfolio is divided into three maturity zones.
Because of basis risk (i.e., the imperfect correlation of interest rates on
securities of different maturities), short and long positions of different
maturities in these zones will not perfectly hedge each other. This results in
additional (horizontal) disallowance factors for each maturity zone, as follows:
Zone 1 (1 to 12 months): 40%
Zone 2 (>1 year to 4 years): 30%
Zone 3 (> 4 to 20 years or more): 30%
LO 18.4: List the methods the Bank for International Settlement uses to regulate market risks
Market Risk
Foreign Exchange (Under BIS Standardized Framework)
The standardized model or framework requires the bank to calculate its
net exposure in each foreign currency and then convert this into dollars at
the current spot exchange rate. The BIS standardized framework imposes
a capital requirement equal to 8% multiplied by the maximum absolute
value of the aggregate long or short positions.
LO 18.4: List the methods the Bank for International Settlement uses to regulate market risks
Market Risk
Equities (Under BIS Standardized Framework)
Two sources of risk in holding equities: (1) a firm-specific, or unsystematic, risk
element and (2) a market, or systematic, risk element.
Unsystematic risk is charged by adding the long and short positions in any
given stock and applying a 4% charge against the gross position in the stock.
(This is called the x factor).
Market or systematic risk is reflected in the net long or short position.
The capital charge is 8% against the net position. (This is called the y
factor).
The total capital charge for the stock is the “x factor” plus the “y
factor”.
This approach is crude and does not fully consider the benefits of portfolio
diversification (i.e., that unsystematic risk is not diversified away).
LO 18.4: List the methods the Bank for International Settlement uses to regulate market risks
FX Risk
Net exposurei = (FX assetsi - FX liabilitiesi) +
(FX boughti - FX soldi)
= Net foreign assetsi +
Net FX boughti
i = ith currency
Positive net exposure: net long a currency
Negative net exposure: net short a currency
LO 19.1: Describe the different sources of foreign exchange risk exposure
FX Risk
Purchase/sale of foreign currencies
1.To allow customers to participate in international commercial trade transactions
2.To allow customers to take positions in foreign investments (real or financial assets)
3.For hedging purposes—i.e., to offset currency exposure
4.For speculative purposes
LO 19.2: Explain the different types of foreign trading activities and the sources of most profits and losses on foreign exchange trading.
FX RiskLO 19.3: Describe foreign exchange exposure resulting from mismatches between foreign financial asset and liability portfolios, and explain how returns and risks of foreign investing can impact returns.
Assets Liabilities
$100 million, US Loans, US
Dollars
$200 million U.S. Dollars
$100 million equivalent, Foreign
Loans, Foreign Dollars
FX RiskLO 19.4: Explain on-balance-sheet hedging
Assets (loans) Liabilities (CDs)
Invest: Lend:
$100.00 $ @ 9% $100.00 $ @ 8%
$100.00 £ @ 15% $100.00 £ @ 11%
$/£
Start $1.60
End $1.45
$100.00 £62.50 $100.00 £62.50
$104.22 £71.88 $100.59 £69.38
4.22% 0.59%
ROA 6.61% COF 4.30%
ROI 2.31%
FX RiskLO 19.4: Explain on-balance-sheet hedging
Assets (loans) Liabilities (CDs)
Invest: Lend:
$100.00 $ @ 9% $100.00 $ @ 8%
$100.00 £ @ 15% $100.00 £ @ 11%
$/£
Start $1.60
End $1.70
$100.00 £62.50 $100.00 £62.50
$122.19 £71.88 $117.94 £69.38
22.19% 17.94%
ROA 15.59% COF 12.97%
ROI 2.63%
FX RiskLO 19.5: Explain off-balance-sheet hedging
Assets (loans) Liabilities (CDs)
Invest: Lend:
$100.00 $ @ 9% $200.00 $ @ 8%
$100.00 £ @ 15% $0.00 £ @ 11%
$/£
Spot $1.60
Discount $0.05
Forward $1.55
$100.00 £62.50
Loan @ 15%
Returned (£) £71.88
Returned ($) $111.41
Loan Return 11.41%
ROA 10.20% COF 8.00%
ROI: 2.20%
FX Risk
To the degree that domestic and foreign interest rates
(or stock returns) are not perfectly correlated, potential
gains from asset-liability portfolio diversification can
offset risk of asset-liability currency mismatch
LO 19.6: Explain why diversification in multicurrency
foreign asset-liability positions could reduce portfolio risk.
FX Risk
To the degree that domestic and foreign interest rates
(or stock returns) are not perfectly correlated, potential
gains from asset-liability portfolio diversification can
offset risk of asset-liability currency mismatch
LO 19.6: Explain why diversification in multicurrency
foreign asset-liability positions could reduce portfolio risk.
ei i ir rr i
The nominal interest rate in country The real interest rate in country
The expected one-period inflation rate in country
i
iei
r irr i
i i
Cash flow exposures
Transaction exposure (to a currency) is the exposure due
to holding receivables and payables (in a foreign currency).
Transaction exposure results from past business deals.
Contractual exposure (to a currency) is exposure due to
contractual commitments.
Competitive exposure is when the cash flow is exposed
to a change in the firm's competitive position. Competitive
exposure broadly defined; all firms have competitive exposure.
LO 19.7: Distinguish among transaction exposure, contractual exposure, and competitive exposure to exchange rate fluctuations.
Cash flow exposures
Price risk: unexpected changes in price
Quantity risk: unexpected changes in the exposure
LO 19.8: Explain the interaction of price risk and quantity risk in terms of the additional challenges to hedging using examples of industries where the association between price and quantity of the risky factor is negative and where it is positive.
Cash flow exposuresAssume: For U.S. Company, cost to make widget is $100
U.S. company want to receive $120 per widget (i.e., $20 profit)
Baseline, "Before" the Currency Move
Pegged exchange rate: 7.50 Y Yuan/$
$0.1333 $/Yuan
Price of a Widget (Y) 900.00 Y
Converted ($) $120.00
Two Scenarios:
Yuan Yuan
Appreciates Depreciates
Yuan per 1 US$ 7.00 Y 8.00 Y
US$ per 1 Yuan $0.1429 $0.1250
"Negative" Relationship
Price in Yuan 840.00 Y 960.00 Y
Converted to US$: $120.00 $120.00
"Positive" Relationship
Price in Yuan 900.00 Y 900.00 Y
Converted to US$: $128.57 $112.50
Cash flow exposuresLO 19.9: Explain the implications of perfect positive correlation, zero correlation, and perfect negative correlation between price risk and quantity risk for the optimal hedge ratio and the risk of the hedged versus the unhedged cash flows.
Dollar
Price of Cash flow in Sw. Francs Cash flow in US $
Swiss Pos Neg. Pos Neg.
franc (+) None (-) (+) None (-)
$1.50 1.5 1.5 0.5 $2.25 $2.25 $0.75
$1.50 1.5 0.5 0.5 $2.25 $0.75 $0.75
$0.50 0.5 1.5 1.5 $0.25 $0.75 $0.75
$0.50 0.5 0.5 1.5 $0.25 $0.25 $0.75
Average $1.00 $1.25 $1.00 $0.75
Covariance 0.50 0.25 -
Variance 0.25
Hedge Ratio 2.00 1.00 -
Cash flow exposuresLO 19.9: Explain the implications of perfect positive correlation, zero correlation, and perfect negative correlation between price risk and quantity risk for the optimal hedge ratio and the risk of the hedged versus the unhedged cash flows.
Dollar
Price of Cash flow in Sw. Francs Cash flow in US $ Futures Gain/Loss Net Gain/Loss
Swiss Pos Neg. Pos Neg. Pos Neg. Pos Neg.
franc (+) None (-) (+) None (-) (+) None (-) (+) None (-)
$1.50 1.5 1.5 0.5 $2.25 $2.25 $0.75 ($1.00) ($0.50) - $1.25 $1.75 $0.75
$1.50 1.5 0.5 0.5 $2.25 $0.75 $0.75 ($1.00) ($0.50) - $1.25 $0.25 $0.75
$0.50 0.5 1.5 1.5 $0.25 $0.75 $0.75 $1.00 $0.50 - $1.25 $1.25 $0.75
$0.50 0.5 0.5 1.5 $0.25 $0.25 $0.75 $1.00 $0.50 - $1.25 $0.75 $0.75
$1.00 $1.25 $1.00 $0.75 Average
0.50 0.25 - Covariance
0.25 Variance
2.00 1.00 - Hedge Ratio
Cash flow exposures
Dollar
Price of Cash flow in Sw. Francs Cash flow in US $ Futures Gain/Loss Net Gain/Loss
Swiss Pos Neg. Pos Neg. Pos Neg. Pos Neg.
franc (+) None (-) (+) None (-) (+) None (-) (+) None (-)
$1.50 1.5 1.5 0.5 $2.25 $2.25 $0.75 ($1.00) ($0.50) - $1.25 $1.75 $0.75
$1.50 1.5 0.5 0.5 $2.25 $0.75 $0.75 ($1.00) ($0.50) - $1.25 $0.25 $0.75
$0.50 0.5 1.5 1.5 $0.25 $0.75 $0.75 $1.00 $0.50 - $1.25 $1.25 $0.75
$0.50 0.5 0.5 1.5 $0.25 $0.25 $0.75 $1.00 $0.50 - $1.25 $0.75 $0.75
$1.00 $1.25 $1.00 $0.75 Average
0.50 0.25 - Covariance
0.25 Variance
2.00 1.00 - Hedge Ratio
Positive Correlation (price, quantity): it can be hedged
Negative Correlation (price, quantity): already “naturally” hedged!
No Correlation (price, quantity): “partial” hedge does not totally work
Cash flow exposures
Exposure of cash flow to a specific risk factor is measured by: the change in value of the cash flow (or the fair value of the asset) for a given unit change in the risk factor. Specifically,
LO 19.10: Describe how the exposure of cash flow to a risk factor, such as exchange rate risk, is measured.
Cash flow per unit
Risk factor
Exposure
Cash flow exposures
Imperfect (limited) competition = elastic demand
Perfect competition = producer is a “price taker”
who cannot increase prices (i.e., perfectly elastic)
LO 19.11: Using supply (marginal cost) and demand analysis, illustrate
the competitive exposure to exchange rate risk for an exporting firm,
considering changes in (i) exchange rates between the firm’s currency
and the currency of the importing country and (ii) exchange rates
between the currency of a third country (that has exporters that
compete with the firm) and the currency of the importing country.
Cash flow exposures
DDMR
MC
£
Pounds
Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
Impact on pound price of cars sold in U.S.Depreciation of dollar
Limited Competition = Elastic Demand
Price £
Cash flow exposures
DD’
MR’
MC
Q’
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
£’
Pounds
Impact on pound price of cars sold in U.S.Depreciation of dollar
Limited Competition = Elastic Demand
Price £
Cash flow exposures
DD
DD’
MR’
MR
MC
£
Q’ Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
£’
Impact on pound price of cars sold in U.S.Depreciation of dollar
Limited Competition = Elastic Demand
Price £
Cash flow exposures
DDMR
MC
$
Dollars
Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
Impact on dollar price of cars sold in U.S.Depreciation of dollar
Limited Competition = Elastic Demand
Price $
Cash flow exposures
DDMR
Q’
Quantity @ MR = MC
Quantity’ @ MR’ = MC’$’
Dollars
Impact on dollar price of cars sold in U.S.Depreciation of dollar
Limited Competition = Elastic Demand
Price $
MC’
Cash flow exposures
DDMR
MC
$
Q’ Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’$’
Impact on dollar price of cars sold in U.S.Depreciation of dollar
Limited Competition = Elastic Demand
Price $
MC’
Cash flow exposures
DD = MR
MC
£
Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
£’
Impact on pound price of cars sold in U.S.Depreciation of dollar
Perfect Competition = Perfectly Elastic ()
Price £
Cash flow exposures
DD’ = MR’
MC
£
Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
£’
Impact on pound price of cars sold in U.S.Depreciation of dollar
Perfect Competition = Perfectly Elastic ()
Price £
Cash flow exposures
DD =
DD’ = MR’
MR
MC
£
Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
£’
Impact on pound price of cars sold in U.S.Depreciation of dollar
Perfect Competition = Perfectly Elastic ()
Price £
Cash flow exposures
DD = MR
MC
$
Q’ Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
$’
Impact on dollar price of cars sold in U.S.Depreciation of dollar
Perfect Competition = Perfectly Elastic ()
Price £
Cash flow exposures
DD = MR$
Q’ Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
$’
Impact on dollar price of cars sold in U.S.Depreciation of dollar
Perfect Competition = Perfectly Elastic ()
Price £
MC’
Cash flow exposures
DD = MR
MC
$
Q’ Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
$’
Impact on dollar price of cars sold in U.S.Depreciation of dollar
Perfect Competition = Perfectly Elastic ()
Price £
MC’
Cash flow exposuresLO 19.12: Outline the steps in determining cash flow exposure from a pro forma analysis when the correlation of the quantity sold with the risk factor is zero, positive, and negative.
Cash flow Line Item
Base
Case
If we change the risk factor
(scenario-based change to
the risk factor):
Sales (Cash receipts) S +/-S = S Adjusted
Cash Cost of Goods Sold (COGS) - W +/-X = W Adjusted
Cash (SG&A) Expenses - X +/-Y = X Adjusted
Cash Taxes - Y +/-X = Y Adjusted
Net Cash Flow = Z = Z Adjusted
Cash flow exposuresLO 19.13: Explain how the optimal hedge ratio is determined in the context of pro forma cash flow analysis with one risk factor.
cov( , )
var( )
C Gh
G
cov[Cash flow, ]
var( )
Sh
S
Cash flow exposuresLO 19.14: Illustrate the concept of the delta exposure of cash flow, and describe how it is estimated in practice for non-linear exposure to a risk factor.
, , ,i t i i x t i tR R
,
i
i
,
,
firm cash flow or return on securities constant exposure of firm to specified risk factor return of the risk factor error term
i t
x t
i t
R
R
Cash flow exposuresLO 19.15: Describe the steps in using Monte Carlo simulation to estimate the volatility-minimizing hedge ratio and the circumstances under which this approach has significant advantages.
Express Cash Flow as function of risk factor(s)
Identify distribution of risk factor
Random number generator: 10,000 random risk factors
Produces 10,000 “simulated” cash flows
Identify specified percentile (95th
percentile, 99th percentile)
Liquidity risk
Funding liquidity risk
Not enough balance sheet cashto fund ongoing operations (or precipitous drop)
Concern of corporate Chief Financial Officer (CFO)
Market liquidity risk
Deterioration in asset value: • Cannot liquidate the position, and/or
• Cannot sufficiently hedge the position
Concern of market traders and market participants
LO 20.1: Explain the interrelationship between funding liquidity risk and market liquidity risk
Liquidity risk
Liquidity gap = Liquid assets minus (–) volatile
liabilities
LO 20.2: Describe alternative methods for measuring liquidity risk.
Liquidity risk
Liquidity risk elasticity (LRE)
Given a small increase in bank’s liquidity premium (LIBOR + spread) on the marginal funding cost Δ net of assets over funded liabilities
A(t), L(t) are current values of assets, liabilities
w is proportion of liabilities funded with the assets
Ξ is the liquidity premium on the firm’s funding cost
LO 20.2: Describe alternative methods for measuring liquidity risk.
NA(t ) A(t ) L(t )w
LRE Limitations: (i) works for small Δ in funding costs, and (ii) assumes parallel shift in funding costs
Liquidity risk
Time horizon
LO 20.3: Discuss factors that impact an asset’s liquidation cost
Liquidity risk
Time horizon
Asset type
LO 20.3: Discuss factors that impact an asset’s liquidation cost
Liquidity risk
Time horizon
Asset type
Asset fungibility
LO 20.3: Discuss factors that impact an asset’s liquidation cost
Liquidity risk
Time horizon
Asset type
Asset fungibility
Market microstructure
Temporal aggregation (call or continuous)
Dealership structure (decentralized
centralized)
LO 20.3: Discuss factors that impact an asset’s liquidation cost
Liquidity risk
Time horizon
Asset type
Asset fungibility
LO 20.3: Discuss factors that impact an asset’s liquidation cost
Market microstructure
Temporal aggregation
(call or continuous)
Dealership structure
(decentralized centralized)
Bid-ask spread
Liquidity risk
Bid–ask spread: price difference between buyers and
sellers of the same asset at the same time
LO 20.4: Discuss problems with using the bid-ask spread as a measure of liquidity.
Liquidity risk
Problems with the bid-ask spread:
Assumes trades can be crossed simultaneously
Presumed to reflect a stable market impact function
that relates the cost of the transacting to order size.
Often different sets of bid–ask spreads; may be hard
to know which spread to use
LO 20.4: Discuss problems with using the bid-ask spread as a measure of liquidity.
Liquidity risk
j t ,j j j t ,j1LVAR ( ) V [ ( ) S ]
2
LO 20.5: Calculate liquidity-adjusted VAR.
t,j
,
j
S bid-ask spread value of asset mean standard deviation
( ) = confidence parameter
t j
j
V
Liquidity riskLO 20.5: Calculate liquidity-adjusted VAR.
Assume Initial asset value of $100
Expected return () of 10% per annum
Spread = 0.2
Standard deviation () of 25%
Level of significance = 5%
Time horizon = 1 year
What is the liquidity-adjusted VAR?
Liquidity riskLO 20.5: Calculate liquidity-adjusted VAR.
Initial asset value of $100
Expected return () of 10% per annum
Spread = 0.2
Standard deviation () of 25%
Level of significance = 5%
Time horizon = 1 year
15 100 10 1 645 25 0 22
31 13 10 41 13
jLVAR ( %) [ % ( . )( %) ( . )]
$ . $ $ .
12
j , ,
LVAR ( ) [ ( ) ]t j j j t j
V S
Absolute VAR (Culp’s method)
Liquidity riskLO 20.5: Calculate liquidity-adjusted VAR.
Initial asset value of $100
Expected return () of 10% per annum
Spread = 0.2
Standard deviation () of 25%
Level of significance = 5%
Time horizon = 1 year
15 100 1 645 25 0 22
51 13
jLVAR ( %) $ ( . )( %) ( . )
$ .
12
, ,
LVAR ( ) ( )j t j j t j
V S
Relative VAR
Liquidity Risk
Companies can take at least two steps to
minimize liquidity risks:
Diversify liquidity risks across sources
Perform scenario analysis-based planning
LO 20.6: Discuss ways firms can minimize their exposure to liquidity risk.
1
Market RiskLearning Outcomes (18.1 – 20.6)
Market Risk (LO 18.1 – 18.4)1
4 Liquidity risk (LO 20.1 – 20.6)
Cash flow exposures (LO 19.7 – 19.15)
2 Foreign Exchange Risk (LO 19.1 – 19.6)
3
Market Risk
Market risk is “the risk related to the uncertainty
of a financial institution’s earnings on its trading
portfolio caused by changes in market conditions
such as the price of an asset, interest rates, market
volatility, and market liquidity”
(Saunders, Chapter 10)
LO 18.1: Define market risk
Market RiskLO 18.1: Define market risk
Assets LiabilitiesInvestment
(Banking)
Book
Loans Capital
Other illiquid assets Deposits
Trading Book
Bonds (long) Bonds (short)
Commodities (long) Commodities (short)
FX (long) FX (short)
Equities (long) Equities (short)
Derivatives (long) Derivatives (short)
Market RiskLO 18.1: Define market risk
Assets LiabilitiesInvestment
(Banking)
Book
Loans Capital
Other illiquid assets Deposits
Trading Book
Bonds (long) Bonds (short)
Commodities (long) Commodities (short)
FX (long) FX (short)
Equities (long) Equities (short)
Derivatives (long) Derivatives (short)
Securitization
2
Market Risk
1. Management information: MRM gives senior managers information about risk exposures.
2. Setting limits: MRM helps set logical position limits
3. Resource allocation: Because it compares return-versus-risk across asset classes, helps allocate capital effectively.
4. Performance evaluation: Rather than pay traders merely for taking on more risk, considers the return-risk ratio, and therefore helps for more rational compensation scheme.
5. Regulation: Because regulations may tend to over-price some risks, the use of internal models may lead to superior capital allocation.
LO 18.2: Describe five reasons why market risk measurement is important
Market RiskLO 18.3: List the models being used to calculate market risk exposure.
RiskMetrics (variance/covariance)
• Market Risk = Position (Confidence)(Volatility)(Sensitivity)
Historic or back simulation
• When returns are non-normal
• Simple
Monte Carlo simulation
• When actual data is limited
• Like historic, percentile (%) rank
Market Risk
1st Model: RiskMetrics Model for Daily Earnings at
Risk (DEAR)
LO 18.3: List the models being used to calculate market risk exposure.
Market Risk
1st Model (Variance Covariance) Fixed Income
LO 18.3: List the models being used to calculate market risk exposure.
Daily Price Volatility = Modified Duration
Adverse Daily Yield Move
3
Market Risk
1st Model (Variance Covariance) Equities
LO 18.3: List the models being used to calculate market risk exposure.
2 2 2 2i i m ei
Total Risk = Systematic risk +
Unsystematic risk
Market Risk
The RiskMetrics model assumes normality. Due to this drawback,
most banks deploy market risk models that use a historic or
back simulation approach. There are six steps to the historic
approach (using foreign exchange as an example):
1. Measure exposures
2. Measure sensitivity
3. Measure risk
4. Repeat Step 3
5. Rank days by risk from worst to best
6. Determine VAR.
LO 18.3: List the models being used to calculate market risk exposure.
2nd Model: Historic or Back Simulation Approach
Market RiskLO 18.3: List the models being used to calculate market risk exposure.
Measure exposures
Measure sensitivity
Measure risk
Repeat Step 3
Rank days
by risk: worst
to best
Determine VAR
Market Risk
3rd Model: The Monte Carlo Simulation Approach
LO 18.3: List the models being used to calculate market risk exposure.
The Monte Carlo approach overcomes the problem of
limited observations. A typical Monte Carlo simulation
produces a large number of synthesized observations—
sometimes a very large number.
4
Market Risk
The Bank for International Settlement (BIS) includes the
largest central banks in the world. Since January 1998,
banks in BIS member countries can calculate market risk
(i.e., market risk only, not credit and operational risk)
exposure in one of two ways:
1. Use a simple standardized framework.
2. Use an internal model, contingent on regulatory approval.
However, an internal model is subject to regulatory
audit(s) and certain constraints.
LO 18.4: List the methods the Bank for International Settlement uses to regulate market risks
Market Risk
Fixed Income
Specific Risk Charge
The specific risk charge measures the risk of a decline in the liquidity or credit
risk quality of the portfolio over the holding period. Multiplying the absolute
dollar values of the long and short positions by the specific risk weights
produces a specific risk capital (or requirement charge) for each position.
Summing the individual charges for specific risk gives the total specific risk
charge.
General Market Risk Charge
The general market risk charges the product of the modified durations and
interest rate shocks expected for each maturity. The positive or negative dollar
values of the positions in each instrument are multiplied by the general market
risk weights to determine the general market risk charges for the individual
holdings. Summing these gives the total general market risk charge of the entire
fixed-income portfolio.
LO 18.4: List the methods the Bank for International Settlement uses to regulate market risks
Market Risk
Fixed Income
Vertical Offsets
The BIS model assumes that long and short positions, in the same maturity
bucket but in different instruments, cannot perfectly offset each other. Thus, the
general market risk charge tends to underestimate interest rate or price risk
exposure. To account for this, BIS requires additional capital charges for basis
risk, called vertical offsets or disallowance factors.
Horizontal Offsets within Time Zones
In addition, the debt trading portfolio is divided into three maturity zones.
Because of basis risk (i.e., the imperfect correlation of interest rates on
securities of different maturities), short and long positions of different
maturities in these zones will not perfectly hedge each other. This results in
additional (horizontal) disallowance factors for each maturity zone, as follows:
Zone 1 (1 to 12 months): 40%
Zone 2 (>1 year to 4 years): 30%
Zone 3 (> 4 to 20 years or more): 30%
LO 18.4: List the methods the Bank for International Settlement uses to regulate market risks
Market Risk
Foreign Exchange (Under BIS Standardized Framework)
The standardized model or framework requires the bank to calculate its
net exposure in each foreign currency and then convert this into dollars at
the current spot exchange rate. The BIS standardized framework imposes
a capital requirement equal to 8% multiplied by the maximum absolute
value of the aggregate long or short positions.
LO 18.4: List the methods the Bank for International Settlement uses to regulate market risks
5
Market Risk
Equities (Under BIS Standardized Framework)
Two sources of risk in holding equities: (1) a firm-specific, or unsystematic, risk
element and (2) a market, or systematic, risk element.
Unsystematic risk is charged by adding the long and short positions in any
given stock and applying a 4% charge against the gross position in the stock.
(This is called the x factor).
Market or systematic risk is reflected in the net long or short position.
The capital charge is 8% against the net position. (This is called the y
factor).
The total capital charge for the stock is the “x factor” plus the “y
factor”.
This approach is crude and does not fully consider the benefits of portfolio
diversification (i.e., that unsystematic risk is not diversified away).
LO 18.4: List the methods the Bank for International Settlement uses to regulate market risks
FX Risk
Net exposurei = (FX assetsi - FX liabilitiesi) +
(FX boughti - FX soldi)
= Net foreign assetsi +
Net FX boughti
i = ith currency
Positive net exposure: net long a currency
Negative net exposure: net short a currency
LO 19.1: Describe the different sources of foreign exchange risk exposure
FX Risk
Purchase/sale of foreign currencies
1.To allow customers to participate in international commercial trade transactions
2.To allow customers to take positions in foreign investments (real or financial assets)
3.For hedging purposes—i.e., to offset currency exposure
4.For speculative purposes
LO 19.2: Explain the different types of foreign trading activities and the sources of most profits and losses on foreign exchange trading.
FX RiskLO 19.3: Describe foreign exchange exposure resulting from mismatches between foreign financial asset and liability portfolios, and explain how returns and risks of foreign investing can impact returns.
Assets Liabilities
$100 million, US Loans, US
Dollars
$200 million U.S. Dollars
$100 million equivalent, Foreign
Loans, Foreign Dollars
6
FX RiskLO 19.4: Explain on-balance-sheet hedging
Assets (loans) Liabilities (CDs)
Invest: Lend:
$100.00 $ @ 9% $100.00 $ @ 8%
$100.00 £ @ 15% $100.00 £ @ 11%
$/£
Start $1.60
End $1.45
$100.00 £62.50 $100.00 £62.50
$104.22 £71.88 $100.59 £69.38
4.22% 0.59%
ROA 6.61% COF 4.30%
ROI 2.31%
FX RiskLO 19.4: Explain on-balance-sheet hedging
Assets (loans) Liabilities (CDs)
Invest: Lend:
$100.00 $ @ 9% $100.00 $ @ 8%
$100.00 £ @ 15% $100.00 £ @ 11%
$/£
Start $1.60
End $1.70
$100.00 £62.50 $100.00 £62.50
$122.19 £71.88 $117.94 £69.38
22.19% 17.94%
ROA 15.59% COF 12.97%
ROI 2.63%
FX RiskLO 19.5: Explain off-balance-sheet hedging
Assets (loans) Liabilities (CDs)
Invest: Lend:
$100.00 $ @ 9% $200.00 $ @ 8%
$100.00 £ @ 15% $0.00 £ @ 11%
$/£
Spot $1.60
Discount $0.05
Forward $1.55
$100.00 £62.50
Loan @ 15%
Returned (£) £71.88
Returned ($) $111.41
Loan Return 11.41%
ROA 10.20% COF 8.00%
ROI: 2.20%
FX Risk
To the degree that domestic and foreign interest rates
(or stock returns) are not perfectly correlated, potential
gains from asset-liability portfolio diversification can
offset risk of asset-liability currency mismatch
LO 19.6: Explain why diversification in multicurrency
foreign asset-liability positions could reduce portfolio risk.
7
FX Risk
To the degree that domestic and foreign interest rates
(or stock returns) are not perfectly correlated, potential
gains from asset-liability portfolio diversification can
offset risk of asset-liability currency mismatch
LO 19.6: Explain why diversification in multicurrency
foreign asset-liability positions could reduce portfolio risk.
ei i ir rr i
The nominal interest rate in country The real interest rate in country
The expected one-period inflation rate in country
i
iei
r irr i
i i
Cash flow exposures
Transaction exposure (to a currency) is the exposure due
to holding receivables and payables (in a foreign currency).
Transaction exposure results from past business deals.
Contractual exposure (to a currency) is exposure due to
contractual commitments.
Competitive exposure is when the cash flow is exposed
to a change in the firm's competitive position. Competitive
exposure broadly defined; all firms have competitive exposure.
LO 19.7: Distinguish among transaction exposure, contractual exposure, and competitive exposure to exchange rate fluctuations.
Cash flow exposures
Price risk: unexpected changes in price
Quantity risk: unexpected changes in the exposure
LO 19.8: Explain the interaction of price risk and quantity risk in terms of the additional challenges to hedging using examples of industries where the association between price and quantity of the risky factor is negative and where it is positive.
Cash flow exposuresAssume: For U.S. Company, cost to make widget is $100
U.S. company want to receive $120 per widget (i.e., $20 profit)
Baseline, "Before" the Currency Move
Pegged exchange rate: 7.50 Y Yuan/$
$0.1333 $/Yuan
Price of a Widget (Y) 900.00 Y
Converted ($) $120.00
Two Scenarios:
Yuan Yuan
Appreciates Depreciates
Yuan per 1 US$ 7.00 Y 8.00 Y
US$ per 1 Yuan $0.1429 $0.1250
"Negative" Relationship
Price in Yuan 840.00 Y 960.00 Y
Converted to US$: $120.00 $120.00
"Positive" Relationship
Price in Yuan 900.00 Y 900.00 Y
Converted to US$: $128.57 $112.50
8
Cash flow exposuresLO 19.9: Explain the implications of perfect positive correlation, zero correlation, and perfect negative correlation between price risk and quantity risk for the optimal hedge ratio and the risk of the hedged versus the unhedged cash flows.
Dollar
Price of Cash flow in Sw. Francs Cash flow in US $
Swiss Pos Neg. Pos Neg.
franc (+) None (-) (+) None (-)
$1.50 1.5 1.5 0.5 $2.25 $2.25 $0.75
$1.50 1.5 0.5 0.5 $2.25 $0.75 $0.75
$0.50 0.5 1.5 1.5 $0.25 $0.75 $0.75
$0.50 0.5 0.5 1.5 $0.25 $0.25 $0.75
Average $1.00 $1.25 $1.00 $0.75
Covariance 0.50 0.25 -
Variance 0.25
Hedge Ratio 2.00 1.00 -
Cash flow exposuresLO 19.9: Explain the implications of perfect positive correlation, zero correlation, and perfect negative correlation between price risk and quantity risk for the optimal hedge ratio and the risk of the hedged versus the unhedged cash flows.
Dollar
Price of Cash flow in Sw. Francs Cash flow in US $ Futures Gain/Loss Net Gain/Loss
Swiss Pos Neg. Pos Neg. Pos Neg. Pos Neg.
franc (+) None (-) (+) None (-) (+) None (-) (+) None (-)
$1.50 1.5 1.5 0.5 $2.25 $2.25 $0.75 ($1.00) ($0.50) - $1.25 $1.75 $0.75
$1.50 1.5 0.5 0.5 $2.25 $0.75 $0.75 ($1.00) ($0.50) - $1.25 $0.25 $0.75
$0.50 0.5 1.5 1.5 $0.25 $0.75 $0.75 $1.00 $0.50 - $1.25 $1.25 $0.75
$0.50 0.5 0.5 1.5 $0.25 $0.25 $0.75 $1.00 $0.50 - $1.25 $0.75 $0.75
$1.00 $1.25 $1.00 $0.75 Average
0.50 0.25 - Covariance
0.25 Variance
2.00 1.00 - Hedge Ratio
Cash flow exposures
Dollar
Price of Cash flow in Sw. Francs Cash flow in US $ Futures Gain/Loss Net Gain/Loss
Swiss Pos Neg. Pos Neg. Pos Neg. Pos Neg.
franc (+) None (-) (+) None (-) (+) None (-) (+) None (-)
$1.50 1.5 1.5 0.5 $2.25 $2.25 $0.75 ($1.00) ($0.50) - $1.25 $1.75 $0.75
$1.50 1.5 0.5 0.5 $2.25 $0.75 $0.75 ($1.00) ($0.50) - $1.25 $0.25 $0.75
$0.50 0.5 1.5 1.5 $0.25 $0.75 $0.75 $1.00 $0.50 - $1.25 $1.25 $0.75
$0.50 0.5 0.5 1.5 $0.25 $0.25 $0.75 $1.00 $0.50 - $1.25 $0.75 $0.75
$1.00 $1.25 $1.00 $0.75 Average
0.50 0.25 - Covariance
0.25 Variance
2.00 1.00 - Hedge Ratio
Positive Correlation (price, quantity): it can be hedged
Negative Correlation (price, quantity): already “naturally” hedged!
No Correlation (price, quantity): “partial” hedge does not totally work
Cash flow exposures
Exposure of cash flow to a specific risk factor is measured by: the change in value of the cash flow (or the fair value of the asset) for a given unit change in the risk factor. Specifically,
LO 19.10: Describe how the exposure of cash flow to a risk factor, such as exchange rate risk, is measured.
Cash flow per unit
Risk factor
Exposure
9
Cash flow exposures
Imperfect (limited) competition = elastic demand
Perfect competition = producer is a “price taker”
who cannot increase prices (i.e., perfectly elastic)
LO 19.11: Using supply (marginal cost) and demand analysis, illustrate
the competitive exposure to exchange rate risk for an exporting firm,
considering changes in (i) exchange rates between the firm’s currency
and the currency of the importing country and (ii) exchange rates
between the currency of a third country (that has exporters that
compete with the firm) and the currency of the importing country.
Cash flow exposures
DDMR
MC
£
Pounds
Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
Impact on pound price of cars sold in U.S.Depreciation of dollar
Limited Competition = Elastic Demand
Price £
Cash flow exposures
DD’
MR’
MC
Q’
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
£’
Pounds
Impact on pound price of cars sold in U.S.Depreciation of dollar
Limited Competition = Elastic Demand
Price £
Cash flow exposures
DD
DD’
MR’
MR
MC
£
Q’ Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
£’
Impact on pound price of cars sold in U.S.Depreciation of dollar
Limited Competition = Elastic Demand
Price £
10
Cash flow exposures
DDMR
MC
$
Dollars
Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
Impact on dollar price of cars sold in U.S.Depreciation of dollar
Limited Competition = Elastic Demand
Price $
Cash flow exposures
DDMR
Q’
Quantity @ MR = MC
Quantity’ @ MR’ = MC’$’
Dollars
Impact on dollar price of cars sold in U.S.Depreciation of dollar
Limited Competition = Elastic Demand
Price $
MC’
Cash flow exposures
DDMR
MC
$
Q’ Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’$’
Impact on dollar price of cars sold in U.S.Depreciation of dollar
Limited Competition = Elastic Demand
Price $
MC’
Cash flow exposures
DD = MR
MC
£
Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
£’
Impact on pound price of cars sold in U.S.Depreciation of dollar
Perfect Competition = Perfectly Elastic ()
Price £
11
Cash flow exposures
DD’ = MR’
MC
£
Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
£’
Impact on pound price of cars sold in U.S.Depreciation of dollar
Perfect Competition = Perfectly Elastic ()
Price £
Cash flow exposures
DD =
DD’ = MR’
MR
MC
£
Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
£’
Impact on pound price of cars sold in U.S.Depreciation of dollar
Perfect Competition = Perfectly Elastic ()
Price £
Cash flow exposures
DD = MR
MC
$
Q’ Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
$’
Impact on dollar price of cars sold in U.S.Depreciation of dollar
Perfect Competition = Perfectly Elastic ()
Price £
Cash flow exposures
DD = MR$
Q’ Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
$’
Impact on dollar price of cars sold in U.S.Depreciation of dollar
Perfect Competition = Perfectly Elastic ()
Price £
MC’
12
Cash flow exposures
DD = MR
MC
$
Q’ Q
Quantity @ MR = MC
Quantity’ @ MR’ = MC’
$’
Impact on dollar price of cars sold in U.S.Depreciation of dollar
Perfect Competition = Perfectly Elastic ()
Price £
MC’
Cash flow exposuresLO 19.12: Outline the steps in determining cash flow exposure from a pro forma analysis when the correlation of the quantity sold with the risk factor is zero, positive, and negative.
Cash flow Line Item
Base
Case
If we change the risk factor
(scenario-based change to
the risk factor):
Sales (Cash receipts) S +/-S = S Adjusted
Cash Cost of Goods Sold (COGS) - W +/-X = W Adjusted
Cash (SG&A) Expenses - X +/-Y = X Adjusted
Cash Taxes - Y +/-X = Y Adjusted
Net Cash Flow = Z = Z Adjusted
Cash flow exposuresLO 19.13: Explain how the optimal hedge ratio is determined in the context of pro forma cash flow analysis with one risk factor.
cov( , )
var( )
C Gh
G
cov[Cash flow, ]
var( )
Sh
S
Cash flow exposuresLO 19.14: Illustrate the concept of the delta exposure of cash flow, and describe how it is estimated in practice for non-linear exposure to a risk factor.
, , ,i t i i x t i tR R
,
i
i
,
,
firm cash flow or return on securities constant exposure of firm to specified risk factor return of the risk factor error term
i t
x t
i t
R
R
13
Cash flow exposuresLO 19.15: Describe the steps in using Monte Carlo simulation to estimate the volatility-minimizing hedge ratio and the circumstances under which this approach has significant advantages.
Express Cash Flow as function of risk factor(s)
Identify distribution of risk factor
Random number generator: 10,000 random risk factors
Produces 10,000 “simulated” cash flows
Identify specified percentile (95th
percentile, 99th percentile)
Liquidity risk
Funding liquidity risk
Not enough balance sheet cashto fund ongoing operations (or precipitous drop)
Concern of corporate Chief Financial Officer (CFO)
Market liquidity risk
Deterioration in asset value: • Cannot liquidate the position, and/or
• Cannot sufficiently hedge the position
Concern of market traders and market participants
LO 20.1: Explain the interrelationship between funding liquidity risk and market liquidity risk
Liquidity risk
Liquidity gap = Liquid assets minus (–) volatile
liabilities
LO 20.2: Describe alternative methods for measuring liquidity risk.
Liquidity risk
Liquidity risk elasticity (LRE)
Given a small increase in bank’s liquidity premium (LIBOR + spread) on the marginal funding cost Δ net of assets over funded liabilities
A(t), L(t) are current values of assets, liabilities
w is proportion of liabilities funded with the assets
Ξ is the liquidity premium on the firm’s funding cost
LO 20.2: Describe alternative methods for measuring liquidity risk.
NA(t ) A(t ) L(t )w
LRE Limitations: (i) works for small Δ in funding costs, and (ii) assumes parallel shift in funding costs
14
Liquidity risk
Time horizon
LO 20.3: Discuss factors that impact an asset’s liquidation cost
Liquidity risk
Time horizon
Asset type
LO 20.3: Discuss factors that impact an asset’s liquidation cost
Liquidity risk
Time horizon
Asset type
Asset fungibility
LO 20.3: Discuss factors that impact an asset’s liquidation cost
Liquidity risk
Time horizon
Asset type
Asset fungibility
Market microstructure
Temporal aggregation (call or continuous)
Dealership structure (decentralized
centralized)
LO 20.3: Discuss factors that impact an asset’s liquidation cost
15
Liquidity risk
Time horizon
Asset type
Asset fungibility
LO 20.3: Discuss factors that impact an asset’s liquidation cost
Market microstructure
Temporal aggregation
(call or continuous)
Dealership structure
(decentralized centralized)
Bid-ask spread
Liquidity risk
Bid–ask spread: price difference between buyers and
sellers of the same asset at the same time
LO 20.4: Discuss problems with using the bid-ask spread as a measure of liquidity.
Liquidity risk
Problems with the bid-ask spread:
Assumes trades can be crossed simultaneously
Presumed to reflect a stable market impact function
that relates the cost of the transacting to order size.
Often different sets of bid–ask spreads; may be hard
to know which spread to use
LO 20.4: Discuss problems with using the bid-ask spread as a measure of liquidity.
Liquidity risk
j t ,j j j t ,j1LVAR ( ) V [ ( ) S ]
2
LO 20.5: Calculate liquidity-adjusted VAR.
t,j
,
j
S bid-ask spread value of asset mean standard deviation
( ) = confidence parameter
t j
j
V
16
Liquidity riskLO 20.5: Calculate liquidity-adjusted VAR.
Assume Initial asset value of $100
Expected return () of 10% per annum
Spread = 0.2
Standard deviation () of 25%
Level of significance = 5%
Time horizon = 1 year
What is the liquidity-adjusted VAR?
Liquidity riskLO 20.5: Calculate liquidity-adjusted VAR.
Initial asset value of $100
Expected return () of 10% per annum
Spread = 0.2
Standard deviation () of 25%
Level of significance = 5%
Time horizon = 1 year
15 100 10 1 645 25 0 22
31 13 10 41 13
jLVAR ( %) [ % ( . )( %) ( . )]
$ . $ $ .
12
j , ,
LVAR ( ) [ ( ) ]t j j j t j
V S
Absolute VAR (Culp’s method)
Liquidity riskLO 20.5: Calculate liquidity-adjusted VAR.
Initial asset value of $100
Expected return () of 10% per annum
Spread = 0.2
Standard deviation () of 25%
Level of significance = 5%
Time horizon = 1 year
15 100 1 645 25 0 22
51 13
jLVAR ( %) $ ( . )( %) ( . )
$ .
12
, ,
LVAR ( ) ( )j t j j t j
V S
Relative VAR
Liquidity Risk
Companies can take at least two steps to
minimize liquidity risks:
Diversify liquidity risks across sources
Perform scenario analysis-based planning
LO 20.6: Discuss ways firms can minimize their exposure to liquidity risk.