130 likes | 155 Views
Explore Dynamic Options Trading Strategies (DOTS) to optimize returns while managing risks by leveraging volatility. Learn forecasting methods, strategies, limitations, and enhancing techniques with R and Vol forecasting. The goal is to push the efficient frontier with smart trading decisions.
E N D
Q. Tom Chen Zade Zalatimo Gustavo Vello Ray Franzi Yves Geniaux Dynamic Options Trading Strategies DOTS Market Timers Group Friday, February 26, 1999
Principle of DOTS Testing out model with money! • Forecasting volatility with the ARCH model • VIX: implied volatility of S&P100 30 days • Compare the forecasted volatility to VIX Market Timers Group
Testing out model with money! • Strategy 1: If Vol(f)<VIX, sell call options • or stay in S&P 100 • Strategy 2: If Vol(f)<VIX, sell put options • or stay in S&P 100 • Strategy 3: Combination of calls and puts • if Vol(f)<VIX, sell calls and/or puts • or stay in S&P 100 Market Timers Group
The Goal of DOTS • Maximize Returns • leverage, risks • Benchmark to S&P 100 • stay in S&P if no action • Benchmark to T-Bill • stay in T-Bill if no action Market Timers Group
Performance of DOTS A 12 year simulation (including out-of-sample test in last year) Market Timers Group
Performance of DOTS A 12 year simulation (including out-of-sample test in last year) Market Timers Group
Limitations of DOTS • Find the right moment • be patient • Theoretical approach • bid/ask spreads • Trading costs • hurdle rates Market Timers Group
Use Both R and Vol Forecasting Improving DOTS • Conditional optimized trading • Good regression model: • adj. R-sq: 5-12% for US and developed markets • Hit Rate: best model 77% for US • highly “predictable” due to the market conditions Market Timers Group
Use Both R and Vol Forecasting Market Timers Group
Conclusion • Dynamic: push the efficient frontier • Options: leverage at the right moment • Trading: based on good forecasting • Strategies: betting against the market Market Timers Group
DOTS Brought to you by The Market Timers Group