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Strictly Confidential
E: risk@kerrshearer.co.uk
T: +4477 0326 2195
Hedging FRTB SBA
David K Kelly
November 2017
Strictly Confidential
We consider a number of strategies on a typical IR portfolio:-
• GBP portfolio referencing a couple of benchmarks and gilt curve, gilt futures, typical strategies across the
curve such as spreads and butterflies
• Smaller EUR portfolio across a couple of benchmarks
• Three legs of a AUD/GBP cross currency position in AUD 3M Libor, GBP 3M Libor and the AUD/GBP xccy
basis
• UK RPI inflation long-dated position hedged in the short-end
• USD isolated 3s 6s Libor position in the long-end
Kerr Shearer and C.A.L.M. are teaming up to raise money to support prevention of male suicide
If trading desks are interested in running this analysis on their own portfolio, they can make a one-off donation
to support C.A.L.M. (www.calmzone.net)
Managing FRTB Sensitivity Based Approach
The purpose of this analysis is to consider different hedging strategies to manage down the capital charge of an interest
rate portfolio.
THE ANALYSIS PROVIDES EVIDENCE ON HOW TO CREATE AN EFFICIENT HEDGING STRATEGY
Strictly Confidential
The Portfolio
The portfolio has been designed to provide some insight on which positions carry a high capital cost to run.
There are 50 positions across a number of currencies, curves and maturity buckets (”Vertex”)
Strictly Confidential
First Strategy – Linear Approach
First strategy is to start unwinding each holding in blocks of 1,000 DV01 until position is zeroed out
The curve against a straight line suggest a reasonable linear link between shaving off risk and the reduction in capital
charge. With less positions in the latter half there is a drop in efficiency
0
2000000
4000000
6000000
8000000
10000000
12000000
14000000
16000000
18000000
20000000
1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49
RWACAPITALCHARGE
TRADE BLOCKS
Strictly Confidential
Second Strategy – Waterfall Approach
Alternative approach is to netralise each position and re-cacalulate the smaller portfolio. Pick out the position that reduces
the capital the most and execute that trade. After that, repeat the exercise with a smaller portfolio until all have been
closed out.
This might suggest a better approach where at each step, the exercise above is repeated where the position that
generates the most benefit is neutralised
Strictly Confidential
Waterfall Approach vs Linear Approach
The waterfall approach initially is much more efficient, however after a few iterations, the benefits flat-line and at the end
go into reverse.
The results suggest the second strategy works well, but eventually flatlines.
0
2000000
4000000
6000000
8000000
10000000
12000000
14000000
16000000
18000000
20000000
1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49
RWACAPITALCHARGE
TRADE BLOCKS
Strictly Confidential
Detailed Look at the Waterfall approach
The Waterfall approach unwinds large positions at the start, but also at the end. These have been shaded. Note that all
the large basis trades – USD 3s 6s, AUD xccy, Euribor 3s 6s are left to the end, forcing the capital charge to treat water.
This strategy fails as it does not take into account that many positions are traded as a pair so unwinding one leg will
increase the capital charge. The next approach addresses the dynamic of trading in pairs.
Strictly Confidential
Third Strategy – Pair-wise Waterfall
The final approach takes all combination of pairs and calculates the impact of neutralising the risk. The pair that creates
the largest drop in capital is chosen and the exercise is then repeated with the smaller population.
This analysis suggest that all hedging strategies for FRTB need to view the portfolio as a collection of pairs of trades and
execute remediation along those lines.
0
2000000
4000000
6000000
8000000
10000000
12000000
14000000
16000000
18000000
20000000
1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49
TRADE BLOCKS
RWACAPITALCHARGE
Strictly Confidential
Detailed look at the Pair-wise Waterfall approach
The first pairs of trades executed are either large curve differentials, large basis positions or positions in lowly correlated
curve
The pair-wise waterfall is computationally intense – this portfolio of 50 positions required over 10,000 different capital
calculations – however the results are much more closely aligned to how the trader manages the risk.
Strictly Confidential
Quant Aid
For trading groups that are interested in running their portfolio through this analysis, please get in contact via
email and we will be happy send the data input template for you to fill in and will send you back the results.
We will send you a link to a Justgiving page for you to make a donation to C.A.L,M
The code is in Mathematica
The code was written on a Mathematica as a home project and not intended to be a commercial product
Kerr Shearer and C.A.L.M.
Who we are
Kerr Shearer is an independent risk consultancy that focuses on risk assurance, risk regulatory change and
capital markets training. David Kelly has written a number of thought leadership pieces on FRTB.
Kerr Shearer is delighted to support C.A.L.M (Campaign Against Living Miserably) that does fantastic work
preventing suicide amongst men. Suicide is the largest killer for men and in our industry, quants are the
most at risk.
THANK YOU FOR YOUR INTEREST AND SUPPPORT
David K Kelly
Director
E: risk@kerrshearer.co.uk
Strictly Confidential
Shearer Limited as to the accuracy, completeness or correctness of the
opinions, information and recommendations contained in this document
and any such liability is expressly disclaimed.
This document is not a service offering or a statement of work and is
hence not intended to be contractually binding.
Kerr Shearer is a limited company registered in England and Wales.
Registration number: 10920004. Address: H5 Ash Tree Court,
Nottingham, NG8 6PY.
This document has been prepared by Kerr Shearer Limited for the
sole purpose of providing a point of view or proposal for the recipient
and appropriate management to validate the overall capability of Kerr
Shearer Limited.
This document has been compiled by Kerr Shearer Limited and
includes material which may have been obtained from information
provided by various sources and discussions with management. No
representation or warranty, directly or indirectly, is given and no
responsibility or liability is or will be accepted by or on behalf of Kerr
David K Kelly
Director
E: risk@kerrshearer.co.uk
T: +4477 0326 2195
W: www.kerrshearer.co.uk
V: appear.in/kerr-shearer

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FRTB SBA Hedging strategies

  • 1. Strictly Confidential E: risk@kerrshearer.co.uk T: +4477 0326 2195 Hedging FRTB SBA David K Kelly November 2017
  • 2. Strictly Confidential We consider a number of strategies on a typical IR portfolio:- • GBP portfolio referencing a couple of benchmarks and gilt curve, gilt futures, typical strategies across the curve such as spreads and butterflies • Smaller EUR portfolio across a couple of benchmarks • Three legs of a AUD/GBP cross currency position in AUD 3M Libor, GBP 3M Libor and the AUD/GBP xccy basis • UK RPI inflation long-dated position hedged in the short-end • USD isolated 3s 6s Libor position in the long-end Kerr Shearer and C.A.L.M. are teaming up to raise money to support prevention of male suicide If trading desks are interested in running this analysis on their own portfolio, they can make a one-off donation to support C.A.L.M. (www.calmzone.net) Managing FRTB Sensitivity Based Approach The purpose of this analysis is to consider different hedging strategies to manage down the capital charge of an interest rate portfolio. THE ANALYSIS PROVIDES EVIDENCE ON HOW TO CREATE AN EFFICIENT HEDGING STRATEGY
  • 3. Strictly Confidential The Portfolio The portfolio has been designed to provide some insight on which positions carry a high capital cost to run. There are 50 positions across a number of currencies, curves and maturity buckets (”Vertex”)
  • 4. Strictly Confidential First Strategy – Linear Approach First strategy is to start unwinding each holding in blocks of 1,000 DV01 until position is zeroed out The curve against a straight line suggest a reasonable linear link between shaving off risk and the reduction in capital charge. With less positions in the latter half there is a drop in efficiency 0 2000000 4000000 6000000 8000000 10000000 12000000 14000000 16000000 18000000 20000000 1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 RWACAPITALCHARGE TRADE BLOCKS
  • 5. Strictly Confidential Second Strategy – Waterfall Approach Alternative approach is to netralise each position and re-cacalulate the smaller portfolio. Pick out the position that reduces the capital the most and execute that trade. After that, repeat the exercise with a smaller portfolio until all have been closed out. This might suggest a better approach where at each step, the exercise above is repeated where the position that generates the most benefit is neutralised
  • 6. Strictly Confidential Waterfall Approach vs Linear Approach The waterfall approach initially is much more efficient, however after a few iterations, the benefits flat-line and at the end go into reverse. The results suggest the second strategy works well, but eventually flatlines. 0 2000000 4000000 6000000 8000000 10000000 12000000 14000000 16000000 18000000 20000000 1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 RWACAPITALCHARGE TRADE BLOCKS
  • 7. Strictly Confidential Detailed Look at the Waterfall approach The Waterfall approach unwinds large positions at the start, but also at the end. These have been shaded. Note that all the large basis trades – USD 3s 6s, AUD xccy, Euribor 3s 6s are left to the end, forcing the capital charge to treat water. This strategy fails as it does not take into account that many positions are traded as a pair so unwinding one leg will increase the capital charge. The next approach addresses the dynamic of trading in pairs.
  • 8. Strictly Confidential Third Strategy – Pair-wise Waterfall The final approach takes all combination of pairs and calculates the impact of neutralising the risk. The pair that creates the largest drop in capital is chosen and the exercise is then repeated with the smaller population. This analysis suggest that all hedging strategies for FRTB need to view the portfolio as a collection of pairs of trades and execute remediation along those lines. 0 2000000 4000000 6000000 8000000 10000000 12000000 14000000 16000000 18000000 20000000 1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 TRADE BLOCKS RWACAPITALCHARGE
  • 9. Strictly Confidential Detailed look at the Pair-wise Waterfall approach The first pairs of trades executed are either large curve differentials, large basis positions or positions in lowly correlated curve The pair-wise waterfall is computationally intense – this portfolio of 50 positions required over 10,000 different capital calculations – however the results are much more closely aligned to how the trader manages the risk.
  • 10. Strictly Confidential Quant Aid For trading groups that are interested in running their portfolio through this analysis, please get in contact via email and we will be happy send the data input template for you to fill in and will send you back the results. We will send you a link to a Justgiving page for you to make a donation to C.A.L,M The code is in Mathematica The code was written on a Mathematica as a home project and not intended to be a commercial product Kerr Shearer and C.A.L.M. Who we are Kerr Shearer is an independent risk consultancy that focuses on risk assurance, risk regulatory change and capital markets training. David Kelly has written a number of thought leadership pieces on FRTB. Kerr Shearer is delighted to support C.A.L.M (Campaign Against Living Miserably) that does fantastic work preventing suicide amongst men. Suicide is the largest killer for men and in our industry, quants are the most at risk. THANK YOU FOR YOUR INTEREST AND SUPPPORT David K Kelly Director E: risk@kerrshearer.co.uk
  • 11. Strictly Confidential Shearer Limited as to the accuracy, completeness or correctness of the opinions, information and recommendations contained in this document and any such liability is expressly disclaimed. This document is not a service offering or a statement of work and is hence not intended to be contractually binding. Kerr Shearer is a limited company registered in England and Wales. Registration number: 10920004. Address: H5 Ash Tree Court, Nottingham, NG8 6PY. This document has been prepared by Kerr Shearer Limited for the sole purpose of providing a point of view or proposal for the recipient and appropriate management to validate the overall capability of Kerr Shearer Limited. This document has been compiled by Kerr Shearer Limited and includes material which may have been obtained from information provided by various sources and discussions with management. No representation or warranty, directly or indirectly, is given and no responsibility or liability is or will be accepted by or on behalf of Kerr David K Kelly Director E: risk@kerrshearer.co.uk T: +4477 0326 2195 W: www.kerrshearer.co.uk V: appear.in/kerr-shearer