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Published byLynn Ann Parks Modified over 6 years ago
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Illustrative (D-) Applications of Blockchain to Fintech
Dynamic Currency Overlay Management 2-Nov-2018
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Currency Overlay Management
Overview – Key Questions What is the main aim of currency management? Risk Reduction or Return Enhancement React to currency market dynamics? Yes Dynamic Strategy No Static Strategy Dynamic currency strategy Discretionary or Systematic (model based)
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Currency Overlay Management
Overview – Different Risk Premium Drivers Short term factors Long term factors Momentum Yield (Carry) Currency movements do not systematically penalise for harvesting higher foreign yield Relative Value The tendency for relatively cheap currencies to outperform relatively expensive currencies The tendency for recent relative performance to continue in the near future … … Systematic Currency Management Identify risk factors with good risk premium (risk vs reward) Isolate and capture selected risk factor through a trading strategy
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Currency Overlay Management
The Theory vs. the Practice THEORY Lower cost FX hedging strategy Discipline in the management of FX exposure Benefits from upside / Mitigate downside PRACTICE Benchmarking difficult No market place for overlays In case of failure: Quants create new backtests OUTCOME => TRUST PROBLEM Curve fitting Selection bias No traceability Decision based on pears to apples comparison AVERAGE BACKTEST Time ACTUAL RESULTS GOOD Time BAD UGLY
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How Can one Solve this Trust Problem?
Step 1: Create a Common Market Place with a Standard Protocol for Signal Processing Signals provided on a daily basis by leading quantitative funds Standard scaling [- 1;1] Benchmark defined by the client Execution defined by the client Possibility to re- combine different providers v Intelligence Provider 1 Intelligence Provider 2 Intelligence Provider n Fintech 1.0 Intelligence Seeker 1 Intelligence Seeker 2 Intelligence Seeker n
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How can one solve this trust problem?
Step 2: Encrypted Investment Intelligence in a Public Ledger – Blockchain-proofed Audit From (FIN) content provider to protocol provider (TECH) Blockchain- proofed Traceability No selection bias Survivorship bias? Clean database to run machine learning Intelligence Provider 2 Intelligence Provider 1 Intelligence Provider n Fintech 2.0 Intelligence Seeker 1 Intelligence Seeker n Intelligence Seeker 2
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How can one solve this trust problem?
Step 3: Cooperations to scale – The usage of Smart Contracts Scale through cooperations Different types of usage: Different Markets Different Models Daily vs. Monthly Thresholds Complex Contracting Process supported by a convenient smart contract protocol Blockchain agnostic Crypto-Exchanges Endowments Intelligence Provider 2 Intelligence Provider 1 Intelligence Provider n Fintech 3.0 Intelligence Seeker 1 Intelligence Seeker n Intelligence Seeker 2 Traditional Exchanges Asset Managers
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