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7. Risks of Banking and Risk Mapping

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Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

<strong>7.</strong> <strong><strong>Risk</strong>s</strong> <strong>of</strong> <strong>Banking</strong> <strong>and</strong> <strong>Risk</strong> <strong>Mapping</strong><br />

Banks face several risks:<br />

Credit risk<br />

Market price risk<br />

o Equity risk<br />

o Interest rate risk<br />

o Currency risk<br />

o Commodity risk<br />

Liquidity risk<br />

Operational risk (containing legal <strong>and</strong> political risk)<br />

Model risk<br />

Multiple objectives <strong>of</strong> risk measurement:<br />

Calculation <strong>of</strong> regulatory capital<br />

Calculation <strong>of</strong> economic capital<br />

Pr<strong>of</strong>it-oriented bank management under risk<br />

Role <strong>of</strong> the bank supervision regarding the risk management <strong>of</strong> banks?<br />

190


Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

<strong>7.</strong>1 Pre-Commitment Approach<br />

Intention: Determination <strong>of</strong> a certain probability <strong>of</strong> failure F(..) for the bank<br />

without intense intervention<br />

Problem: asymmetric information about the earnings distribution<br />

Solution: “self-regulation“<br />

Bank estimates required equity herself<br />

If losses exceed this amount <strong>of</strong> capital the bank will be punished<br />

Implementation <strong>of</strong> F(..) using an incentive-compatible punishment<br />

Possible punishment:<br />

(i) Additional equity requirements in the next period<br />

(ii) Direct monetary penalty<br />

191


Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

(i) Additional Equity Requirements<br />

Two points <strong>of</strong> time 0 <strong>and</strong> 1<br />

Vt<br />

V=V1–V0<br />

Value <strong>of</strong> the bank’s portfolio at time t<br />

Change in value <strong>of</strong> the bank’s portfolio<br />

f(V) Density function <strong>of</strong> the change in value<br />

F(V) Distribution function <strong>of</strong> the change in value<br />

r Discount rate (weighted average cost <strong>of</strong> capital)<br />

Intention: determine the amount <strong>of</strong> equity KT to implement F(V=-KT)<br />

Supervision can only observe r <strong>and</strong> sets F(V=-KT)<br />

192


Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

Incentive-Compatible Punishment Function<br />

Losses that exceed KT<br />

Punishment -(V + KT)<br />

For every monetary unit <strong>of</strong> loss > KT the bank has to hold (additional)<br />

monetary units <strong>of</strong> equity in the next period<br />

Given F(V) Bank minimizes her capital expenditure:<br />

K<br />

T<br />

<br />

K T VKTf(<br />

V<br />

) dV<br />

1<br />

r<br />

<br />

First order condition (according to Leibniz rule):<br />

<br />

0 1<br />

1<br />

r<br />

K<br />

<br />

T<br />

<br />

1<br />

r<br />

F(<br />

V<br />

K<br />

f ( V<br />

) dV<br />

K<br />

T<br />

<br />

given F(<br />

K<br />

T ) <br />

T<br />

)<br />

<br />

f ( V<br />

) dV<br />

193


(ii) Direct Monetary Punishment<br />

Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

R bank’s costs <strong>of</strong> equity, commonly known<br />

Losses that exceed KT<br />

Punishment -(V + KT)<br />

For every monetary unit <strong>of</strong> loss > KT the bank has to pay a fine <strong>of</strong> mone-<br />

tary units<br />

Given F(V)<br />

Bank minimizes the sum <strong>of</strong> cost <strong>of</strong> (equity) capital <strong>and</strong> expected fine:<br />

K<br />

T<br />

<br />

RK T VKTf( V<br />

) dV<br />

.<br />

1<br />

r<br />

<br />

First order condition (according to Leibniz rule):<br />

K<br />

T<br />

<br />

0 R f ( V<br />

) dV<br />

1<br />

r<br />

<br />

K<br />

T<br />

R1r<br />

<br />

given F(<br />

K<br />

) f ( V<br />

) dV<br />

.<br />

F(<br />

V<br />

K<br />

)<br />

T<br />

T<br />

<br />

<br />

194


Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

Pros <strong>and</strong> Cons <strong>of</strong> the Pre-Commitment Approach<br />

Problem <strong>of</strong> asymmetric information is resolved<br />

Adequate to control divisions or partial portfolios<br />

Global bank regulation using the pre-commitment-approach?<br />

The punishment has to be credible<br />

Limited liability<br />

Multiple objectives <strong>of</strong> risk measurement:<br />

Calculation <strong>of</strong> regulatory capital<br />

Calculation <strong>of</strong> economic capital<br />

Pr<strong>of</strong>it-oriented bank management under risk<br />

Role <strong>of</strong> the bank supervision regarding the risk management <strong>of</strong> banks?<br />

195


Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

<strong>7.</strong>2 Actual Supervisory Approach<br />

Bank Management <strong>and</strong> Bank Supervision Regarding <strong>Risk</strong> Management<br />

identified risks<br />

relevant risks<br />

measurable risks according<br />

to the state <strong>of</strong> technology<br />

measurement <strong>of</strong><br />

individual risks<br />

banking risks<br />

general supervision <strong>of</strong><br />

banking markets<br />

Bagatelle rules<br />

inclusion <strong>of</strong> new risks<br />

risk measuring requirements<br />

selection <strong>of</strong> the risk measurement<br />

method<br />

supervisory rules <strong>of</strong><br />

risk aggregation<br />

risk aggregation<br />

196<br />

unidentified risks<br />

negligible risks<br />

non-measurable risks<br />

measurement <strong>of</strong> the total<br />

measurable risk<br />

Potential for additional risk taking, requirement <strong>of</strong> risk reduction or <strong>of</strong> additional<br />

equity, sanctions <strong>of</strong> the bank supervision


Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

Overview <strong>of</strong> <strong>Risk</strong> Measurement Methods According to Basel I/II<br />

Nontrading<br />

book<br />

institutions<br />

Trading<br />

book<br />

institutions<br />

<strong><strong>Risk</strong>s</strong> Captured positions method<br />

Default risks All risky assets (RB)<br />

Market price<br />

risks<br />

Operational<br />

<strong>Risk</strong><br />

Default risks<br />

(in the narrower<br />

sense)<br />

RH<br />

Market price<br />

risks<br />

Operational<br />

<strong>Risk</strong><br />

All foreign currency positions <strong>and</strong> raw materials<br />

positions (RH)<br />

Gross pr<strong>of</strong>it (all in all or split in business segments),<br />

damage data<br />

197<br />

St<strong>and</strong>ard approach<br />

or IRB<br />

approach (basis/advanced)<br />

St<strong>and</strong>ard approach<br />

or internal risk<br />

models<br />

Basic indicator<br />

approach, st<strong>and</strong>ard<br />

approach,<br />

advanced measurementapproach<br />

<strong>Risk</strong>y assets in the banking book (RB) St<strong>and</strong>ard approach<br />

or IRB<br />

<strong>Risk</strong>y<br />

positions<br />

in the trading<br />

book<br />

Italic: Significant changes due to Basel II<br />

Default risks in the banking book<br />

Interest (net<br />

positions)<br />

Stocks (net<br />

positions)<br />

General price risk<br />

Specific price risk<br />

General price risk<br />

Specific price risk<br />

Foreign currency positions <strong>and</strong> raw material positions<br />

in the banking book <strong>and</strong> trading book<br />

Gross pr<strong>of</strong>it (all in all or split in business segments),<br />

damage data<br />

approach (basis/advanced)<br />

St<strong>and</strong>ard approach<br />

or internal risk<br />

models<br />

Basic indicator<br />

approach, st<strong>and</strong>ard<br />

approach,<br />

advanced measurementapproach


Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

a) St<strong>and</strong>ard Procedure I: Gearing Ratios for Credit <strong><strong>Risk</strong>s</strong><br />

Default <strong>Risk</strong> in the <strong>Banking</strong> Book<br />

Proceedings:<br />

1. Calculation <strong>of</strong> the assessment basis<br />

Book value, market value<br />

2. Charge rate subject to the expected availment<br />

Globally, for derivatives: market valuation method or duration method<br />

3. Weights <strong>of</strong> credit ranking<br />

St<strong>and</strong>ard approach: 5 credit ranking classes according to classification: 0%, 20%,<br />

50%, 100%, 150%<br />

(Different weights for special securities or securitizations)<br />

198


<strong>Risk</strong> Weights for Default <strong>Risk</strong><br />

St<strong>and</strong>ard approach:<br />

<strong>Risk</strong> weights according to external ratings<br />

Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

AAA –<br />

AA-<br />

A+ – A- BBB+ –<br />

BBB-<br />

199<br />

External Rating<br />

BB+ –<br />

BB-<br />

B+ – B-<br />

Less<br />

than B-<br />

without<br />

rating<br />

States 0% 20% 50% 100% 100% 150% 100%<br />

Banks option 1 20% 50% 100% 100% 100% 150% 100%<br />

Banks option 2<br />

(short term)<br />

20%<br />

20%<br />

50%<br />

20%<br />

50%<br />

20%<br />

100%<br />

50%<br />

100%<br />

50%<br />

150%<br />

150%<br />

50%<br />

20%<br />

Companies 20% 50% 100% 100% 150% 150% 100%<br />

(Banks option 1: one category worse than the home country)<br />

Problems:<br />

Effects <strong>of</strong> diversification<br />

Independence <strong>of</strong> rating agencies<br />

Internal ratings<br />

IRB approach: <strong>Risk</strong> weights as a function <strong>of</strong> default probability <strong>and</strong> other factors


Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

b) St<strong>and</strong>ard Procedure II: Building-Block-Approach<br />

Positions with interest rate risks<br />

<strong>Risk</strong> categories:<br />

Special price risk (idiosyncratic risk)<br />

Weighting factors:<br />

Central states: Special additions to the capital requirement differentiated by duration<br />

<strong>and</strong> risk categories for rating classes (0% AAA to AA-, 0,25% to 1,60% for A+ to<br />

BBB-, 8% otherwise),<br />

High quality assets:<br />

Up to 6 months 3,125%, 6 months to 2 years 12,5%, more than 2 years 20%.<br />

Other assets: 100%<br />

General price risk (systematic/market risk)<br />

Calculating using maturity method or duration method<br />

200


Maturity Method<br />

Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

Weights <strong>of</strong> closed positions in time b<strong>and</strong>s <strong>and</strong> zones for maturity method:<br />

Zone/<br />

B<strong>and</strong><br />

Weight<br />

(in %)<br />

I/1 -1M 0% 10%<br />

I/2 -3M 0,2% 10%<br />

I/3 -6M 0,4% 10%<br />

I/4 -1J 0,7% 10%<br />

II/1 -2J 1,25% 10%<br />

II/2 -3J 1,75% 10%<br />

II/3 -4J 2,25% 10%<br />

III/1 -5J 2,75% 10%<br />

…<br />

III/6 >20J 6% 10%<br />

Weight <strong>of</strong> the closed positions<br />

B<strong>and</strong> Zone Zone I/II<br />

40%<br />

30%<br />

30%<br />

201<br />

40%<br />

Zone<br />

II/III<br />

40%<br />

Zone I/III<br />

Open<br />

positions<br />

150% 100%


Duration Method<br />

Macaulay Duration:<br />

T = Maturity <strong>of</strong> the security<br />

P = Present value <strong>of</strong> the security<br />

Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

yt = Cash flow <strong>of</strong> the security at time t<br />

i = Internal rate <strong>of</strong> return<br />

D <br />

T<br />

<br />

t1<br />

T<br />

<br />

t1<br />

ty<br />

t<br />

t 1i y<br />

t<br />

1i t<br />

<br />

1<br />

P<br />

T<br />

<br />

t1<br />

ty<br />

t<br />

t 1i Marginal interest sensitivity <strong>of</strong> the present value:<br />

P<br />

<br />

i<br />

y<br />

t 1<br />

,<br />

T<br />

T<br />

t t t DP D<br />

P<br />

t1<br />

t<br />

mod<br />

t1<br />

1i 1 i t1<br />

1i 1 i<br />

y<br />

202<br />

1


Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

Weights <strong>of</strong> closed positions in time b<strong>and</strong>s <strong>and</strong> zones for duration method:<br />

Zone/<br />

B<strong>and</strong><br />

Change<br />

<strong>of</strong> return<br />

(in %)<br />

I/1 -1M 1.0% 5%<br />

I/2 -3M 1.0% 5%<br />

I/3 -6M 1.0% 5%<br />

I/4 -12M 1.0% 5%<br />

II/1 -1.9J 0.9% 5%<br />

II/2 -2.8J 0.8% 5%<br />

II/3 -3.6J 0.75% 5%<br />

III/1 -43J 0.75% 5%<br />

…<br />

III/8 >20J 0.6% 5%<br />

Weight <strong>of</strong> the closed positions<br />

B<strong>and</strong> Zone Zone I/II<br />

40%<br />

30%<br />

30%<br />

203<br />

40%<br />

Zone<br />

II/III<br />

40%<br />

Zone I/III<br />

Open<br />

positions<br />

150% 100%


Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

Internal Models <strong>and</strong> Value at <strong>Risk</strong><br />

Qualitative specifications:<br />

1. Work organization <strong>and</strong> process organization<br />

2. <strong>Risk</strong> controlling<br />

3. Documentation<br />

4. Continuous check <strong>of</strong> the risk models<br />

5. Calculation <strong>of</strong> crisis scenarios<br />

6. Daily limitation <strong>of</strong> risk<br />

<strong>7.</strong> Updated historical data base<br />

8. Annual inspection by the internal audit<br />

9. Responsibility <strong>of</strong> the management<br />

204


Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

Quantitative <strong>and</strong> Methodical Specifications:<br />

3. Value at <strong>Risk</strong><br />

St<strong>and</strong>ardization <strong>of</strong> the lower partial moment <strong>of</strong> 0 th order<br />

K<br />

<br />

<br />

Ky n<br />

LPM ( n,<br />

K)<br />

df ( y)<br />

, with n = 0<br />

LPM ( 0,<br />

K)<br />

F(<br />

y K)<br />

Confidence level<br />

K = VaR<br />

2. Confidence level 99%, holding period 10 days<br />

3. Global triplication <strong>of</strong> the required equity<br />

y = Difference between the actual terminal value<br />

<strong>of</strong> the portfolio <strong>and</strong> the terminal value <strong>of</strong><br />

the previous period<br />

VaR (p)<br />

(Confidence<br />

level <strong>of</strong> p<br />

percent)<br />

3VaR (p) = VaR (q) (Confidence level <strong>of</strong> q<br />

percent)<br />

205<br />

y=0<br />

f(y)<br />

y


Feedback through Backtesting:<br />

Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

Backtesting<br />

Period under review: 250 business days<br />

Number <strong>of</strong> overshoots (in %) Additional factor<br />

< 5 ( 9 (> 4%) 1<br />

206


Literature for Chapters 7<br />

Pr<strong>of</strong>. Dr. Hans-Peter Burgh<strong>of</strong>, University <strong>of</strong> Hohenheim, Bank Management<br />

Burgh<strong>of</strong>/Henke (2000): Kreditderivate und Bankenaufsicht – Entwicklungen und Perspektiven<br />

in Deutschl<strong>and</strong> und international, in: Burgh<strong>of</strong> et al. (Hrsg.): Kreditderivate.<br />

Hartmann-Wendels/Pfingsten/Weber (2000): Bankbetriebslehre,<br />

insbes. Kapitel H, I.<br />

Krümmel (1989): Unternehmenspolitische Vorgaben für die Risikosteuerung der Bank, in:<br />

Krümmel/Rudolph (Hrsg.):Finanzintermediation und Risikomanagement.<br />

Schierenbeck (2001): Ertragsorientiertes Bankmanagement.<br />

207

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