Code Instructions
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STEP1 Data Preprocessing Required data: VVVV.xls (SPY hist. and implied vol.) Using Excel to calculate spread and determine long/short. Using Excel to generate price_original (tested period SPY price) and VVV_original (SPY traded signals summary) STEP2 Select out SPY options from original data and process a summary Required data: DATA_original (All SPY option dataset), price_original (tested period SPY price), VVV_original (tested period SPY price) Run: Code_R then you have output.csv STEP3 Dynamic hedging & Implementing Strategy Required data: output.csv, price_.csv (descending order of price_original.csv with delta) Run: Vol Arb.R (to line 94) You get a summary of P&L and Cost of the strategy “Rehedged.csv” STEP4 Visualize performance Required data: Rehedged.csv Using Excel to calculate profit and loss and can create a new csv “RTN.csv” Run: Vol Arb.R (line 96 to end) using “RTN.csv” to visualize strategy performance.
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