SwissQuant Pricing Structuring and Risk Measurement of Contingent Convertible Bonds
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Transcript of SwissQuant Pricing Structuring and Risk Measurement of Contingent Convertible Bonds
Trigger Event (Core Tier 1) Assets Contingent
Capital
Senior Debt
Equity
Assets
Senior Debt
Equity
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››››
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›
Probability to default density = equation for first exit time used in
barrier option pricing under Black-Scholes
Coco = Zero Coupon Corporate Bond (bond part)
+ knock-in forward (share in case of conversion)
- Binary Down and In options (coupon)
Assets 𝐴
Deposits 𝐷
Coco-Bond 𝐵
Equity 𝐸
Bank Balance Sheet
𝐴 𝐷 𝐵 𝐸
𝐴 = 𝐷 + 𝐵 + 𝐸
The risk free rate
𝑑𝐴 = 𝑟 − 𝜆𝑘 𝐴 − 𝑟 + ℎ 𝐷 − 𝑐 𝐵 𝑑𝑡 + 𝜎𝐴 𝑑𝑧 + 𝑌 𝑑𝑞
𝜆𝑘𝑟
ℎ𝑐 𝜎
𝑌
𝑑𝑞𝑡
𝐷 : 𝐴 : 𝑑𝑧~
𝑘 = 𝐸[𝑌 ]:
𝑑𝑞
𝑑𝑞 =𝑃 𝑑 = 1 = 𝜆
𝑤𝑖𝑡ℎ 𝑃 𝑑 = 0 = 1 − 𝜆
𝜅
�̅�𝜎
𝑑𝜁 = 𝜌
𝑑𝑟 = 𝜅 �̅� − 𝑟 𝑑𝑡 + 𝜎 𝑟 𝑑𝜁
200 400 600 800 1000 12000
2
4
6
Time
Inte
rest
Rat
e [%
]
Evolution of Interest Rate Payments
𝑔 > 0
𝑥 > 1
𝑥 =
𝑑𝐷𝐷
= 𝑔 𝑥 − 𝑥 𝑑𝑡
200 400 600 800 1000 120080
85
90
95
100
105
110
Time
Bala
nce
Shee
t Com
pone
nts
Size
[-]
Evolution of the Balance Sheet Components
AssetsDeposits
200 400 600 800 1000 1200
2
4
6
8
10
Time Step [Days]C
ore
Tier
1 R
atio
[%]
Trigger Ratio and Conversion
Trigger RatioTrigger Limit
200 400 600 800 1000 12000
20
40
60
80
100
Time Step [days]
Bala
nce
Shee
t Com
pone
nts
Size
[-]
Evolution of the Balance Sheet Components
AssetsEquitiesContingent CapitalDeposits
Trigger event
< 0
0%
5%
10%
15%
20%
25%
30%
35%
Core Tier 1 Core Tier 2 Without
Bank
rupt
cy L
ikel
ihoo
d
Trigger Type
Bankruptcy Likelihood
1 Crisis per year
0.5 Crisis per year
0.1 Crisis per year
›
›
𝑐𝑉 = 𝐹
𝑉
𝑉 = 𝐸 𝑁𝑃𝑉 = 𝐸 [∫ 𝑒 ∫ 𝑐 𝐹𝑑𝑡] 𝑐
𝑟
› 𝜎 = 2› 𝜆››
Assets [bio CHF]
Deposits [bio CHF]
Coco-Bond [bio CHF]
Equity [bio CHF]
1,000 909.1 2 88.9
Conversion Share
Issuane Date
Expiration Date
Coupon rate Trigger Trigger
Limit
80% January
2011 2041 7.875% Core Tier 1 7%
Asset Volatility [% p.a.]O
ccur
ence
of C
rash
p.a
. [%
]
0.5 1 1.5 2 2.5 3 3.5 4
20
40
60
80
100
120
140
160
90
95
100
105
110
115
120
125
130
135
140
The NPV cannot go lower than the nominal times the
conversion share (80)
Without risk of conversion, the Net Present Value is the one of
a non-convertible bond with negligible risk of default
Cu
rrent P
rice
(Sept 1
3th
2
01
2)
60 80 100 120 140 160 180 2000
5
10
15
20
25
30
Fair Issue PricePe
rcen
tage
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›
200 400 600 800 1000 1200
2
4
6
8
10
Time Step [days]
Trig
ger R
atio
[%]
Trigger Ratio and Conversions
Trigger RatioCoco TriggeredTrigger Limit
The Coco is fully converted and the ratio Core Tier 1 Ratio can now go under the trigger limit
The CoCo is triggered as many times as required to keep the ratio above the trigger limit
CoCo Type Bankruptcy [%] CoCo Fully Converted [%]
Core Tier 1 Full Conversion
3.7% 75.1%
Core Tier 1 Partial Conversion
3.4% 17.3%
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Forward looking simulation (ex ante)
Backward real data (ex post)
Volatility p.a. 16% 20%
1 3 5 7 9 11 13 15 17 19 21 23 25 27 2970
80
90
100
110
120
130
140
150
Year
Pric
e
Price scenarios of a CoCo bond
0 200 400 600 800 1000 12000
2
4
6
8
10
12
Time Step [days]
Bala
nce
Shee
t Com
pone
nts
[-]
Share PriceEquitiesNb Of Share
𝐶 = 𝐶 𝐵 𝐸
Jump in Equity No jump in Share Price
tR E
BC
200 400 600 800 1000 12000
2
4
6
8
10
12
Time Step [days]
Bala
nce
Shee
t Com
pone
nts
[-]
Share PriceEquitiesTotal Nb Of Share
0 200 400 600 800 1000 12000
2
4
6
8
10
Time Step [days]
Bala
nce
Shee
t Com
pone
nts
Share PriceEquityTotal Nb of Shares
𝐶 >
Jump in Equity Drop in Share Price: Old shareholders lose money with the conversion Sells shares before conversion Forces conversion
𝐶 <
Jump in Equity Jump in Share Price Value Transfer from CoCo holders to shareholders Shareholders are interested in conversion Shareholers are interested in «health» decrease of the bank
›
›–
–
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Parameter Value Description ∆𝑡 1 month Simulation time step
𝜆 1/12 Probability that a crash occurs be between 𝑡 and 𝑡 + Δ𝑡
𝜎 0.02 The volatility of the lognormal distributed amplitude of the crash return
𝜇 -0.01 The mean of the lognormal distributed amplitude of the crash return
𝜅 0.114 The speed factor for the mean reversion adjustment
�̅� 0.069 The long term target interest rate
𝜎 0.07 The volatility of the interest rate
𝜌 -0.2 The correlation between interest rate and asset volatility
𝑔 0.5 The speed factor for the mean reversion of the asset to deposit ratio
𝑥 1.1 The target asset to deposit ratio
Parameters from: Pennachi G., 2011, A Structural Model of Contingent Bank Capital
𝑑𝐷𝐷
= 𝑟 + ℎ 𝑑𝑡 − max 𝐷 − 𝑌 𝐴
𝐷, 0 𝑑𝑞
ℎ = 𝜆𝐸 max 𝐷 − 𝑌 𝐴
𝐷, 0
ℎ = 𝜆 𝑁 −𝑑 − 𝑥 𝑒 𝑁(−𝑑 )
𝑑 =ln 𝑥 + 𝜇
𝜎𝑑 = 𝑑 + 𝜎