A systematic fund of managed accounts ( Jun 2011 )

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By: Peter Urbani* * Peter Urbani was most recently Chief Investment Officer for Infiniti Capital a Fund of Hedge Funds group. He is a 20 year investment industry veteran and has served variously as Head of Portfolio Management, Head of Research both Quantitative and Qualitative, Head of Investment Strategy and as a buy-side Mining Research Analyst. NOTE: The Lyxor Fund universe used within this presentation is used for illustrative purposes only. We have no affiliation of any sort with Lyxor and this is not a solicitation or recommendation to buy or sell any of their products. Risk CONSULTING Know Back-testing A Systematic Fund of Managed Accounts

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Transcript of A systematic fund of managed accounts ( Jun 2011 )

Page 1: A systematic fund of managed accounts ( Jun 2011 )

By: Peter Urbani*

* Peter Urbani was most recently Chief Investment Officer for Infiniti Capital a Fund of Hedge Funds group. He is a 20 year investment industry veteran and has served variously as Head of Portfolio Management, Head of Research both

Quantitative and Qualitative, Head of Investment Strategy and as a buy-side Mining Research Analyst.

NOTE: The Lyxor Fund universe used within this presentation is used for illustrative purposes only. We have no affiliation of any sort with Lyxor and this is not a solicitation or recommendation to buy or sell any of their products.

RiskCONSULTING

Know

Back-testing A Systematic Fund of Managed Accounts

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Lessons from the Credit Crisis• Funds of Funds business model under pressure

• Scale AUM > $5bn or Niche e.g. Asian focus, Emerging Managers

• Fees under pressure

• Historic Fees 2:20 - the new normal 1:10 – 1:15

• Demand for greater TRANSPARENCY

• Demand for greater LIQUIDITY

• Historic Liquidity 90 – 120 Days now 30 Days wanted

• New Fund Vehicles – UCITS III, Managed Accounts, Act40 ETF’s

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One Possible SolutionA Fund of Managed Accounts

• Meets the demands for Liquidity – Mostly weekly

• Improved Transparency – Daily pricing and aggregated exposures

• More frequent pricing allows for systematic method backtesting

• Reasonable Returns achievable but estimated Liquidity Risk premium of approx 2.00% paid by consumer in the form of lower returns

• Range of offerings is improving but still small relative to the Hedge Fund Universe. Multiple platform providers

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A Systematic Fund of Managed Accounts utilising the IAS SFA scoring methodology

ProprietarySoftware

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Import Fund Selection Universe

DataImport Wizard

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ImportedDatabaseOf FundReturns

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PortfolioOptimisationSetup andConstraints

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ObjectiveFunctionTo Use

+ = Maximise- = Minimise

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Simulated Annealing Optimisation AlgorithmIterative process that initially allows for worse solutions to be accepted to ensure

that the feasable search / solution space is fully covered. Can accommodate highly non-linear objective functions and multiple constraints

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Single Period ( in-sample) optimisation

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Next Period ex post ( out-of-sample) return

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AdvancedSettings

Multiple RunWalk ForwardOptimisation

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Walk Forward OptimisationNext Period ex post ( out-of-sample) return

. . . .

. . . . Out-of-sample next period returns

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Walk Forward out of sample

returns

SelectionBased onCustom

SFA ScoreRanking of

RiskReturn

Persistence

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SFA ScoreConstituents

And Standardisation

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Trust but Verify

Always provide sufficient information for clients to independently verify results

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Lower Downside

Beta

HigherUpsideBeta

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Non-LinearBivariate

Dependence

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Higher AverageReturns

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LowerDrawdowns

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Less Downside

Risk

Higher Upside

Potential

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Fund Factsheetwith SFA

Score

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Best-FitDistributions

Goodness of Fit

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Scores forRisk

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Scores forReturn

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AndPersistence

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4-Moment RiskDecomposition

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4-Moment Risk Decomposition allows for more meaningful disclosure. Includes Modified StdDev and CVaR, Liquidity VaR

and Drawdown at Risk (DaR)

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Four MomentDensity

Forecast

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Current Weights Versus Equal Weighted

Note significant reduction in CTA weighting from benchmark and previous period

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