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Forex Strategy Outlook: US Dollar Volatility Favors Breakout Trading Systems

Forex Strategy Outlook: US Dollar Volatility Favors Breakout Trading Systems

2011-05-09 22:25:00
David Rodriguez, Head of Business Development
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A major jump in US Dollar volatility expectations favors breakout strategies across the board, pointing firmly in favor of our perennial favorite DailyFX+ Breakout2 system.

DailyFX Individual Currency Pair Conditions Summary

forex_strategy_trading_signals_systems_body_Picture_1.png, Forex Strategy Outlook: US Dollar Volatility Favors Breakout Trading Systems

DailyFX+ System Trading SignalsBreakout2 saw significant outperformance through the past seven days of trade, boosted by considerable breakouts in key currency pairs. The fast-moving system performed better than trend-following Momentum1 and Momentum2, but the trio of SSI-linked price-following strategies saw solid gains and will tend to do well amidst large market swings. Given the spike in volatility expectations across the board, we see little choice but to continue to favor Breakout2, Momentum2, and to a lesser extent Momentum1. Range systems are comparatively less likely to do well amidst sharp price swings.

Would you like to automate the DailyFX+ Strategies in your own trading platform? Participate in the beta for DailyFX+ Trading Signals systems in the FXCM Strategy Trader platform.

forex_strategy_trading_signals_systems_body_Picture_2.png, Forex Strategy Outlook: US Dollar Volatility Favors Breakout Trading Systems

To gain a greater understanding of all six trading systems, view my recent presentation on SSI and the trading signals on our FXCM Digital Expo page.

A sharp spike in volatility expectations leaves us firmly in favor of Breakout2 trades until further notice. It will be important to watch whether vols continue to break to fresh peaks and sustain big moves. There is admittedly risk that we see a sharp turn lower in volatility expectations—similar to what we saw in late March. Thus we will keep track of trends in future weeks and shift biases as conditions warrant.

forex_strategy_trading_signals_systems_body_Picture_4.png, Forex Strategy Outlook: US Dollar Volatility Favors Breakout Trading Systems

Benchmark Trading Systems

7 days

30 days

90 days

365 days

Range Strategy

-$559.28

-$2,380.30

-$1,999.12

-$4,299.70

Trend Strategy

-$191.37

$356.84

-$396.17

$136.08

Breakout Strategy

-$119.51

-$2,518.50

-$1,907.53

-$7,236.85

forex_strategy_trading_signals_systems_body_Picture_3.png, Forex Strategy Outlook: US Dollar Volatility Favors Breakout Trading Systems

Data and Backtest Results Generated using FXCM Strategy Trader

Our proprietary Breakout2, Momentum1, Momentum2, and Range2 strategies broadly outperformed their relevant benchmarks in the past week of trade. We may not be consistently so lucky, but it is nice to note when SSI-linked strategies do considerably better than their purely price-based counterparts.

Written by David Rodríguez, Quantitative Strategist for DailyFX.com, drodriguez@dailyfx.com

To be added to this author’s distribution list, send an e-mail subject line “Distribution list” to drodriguez@dailyfx.com

Definitions

Range Strategy – The benchmark range trading system shows the hypothetical performance of a simple Relative Strength Index strategy on 60-minute EURUSD, GBPUSD, USDJPY, USDCHF, USDCAD, AUDUSD, and NZDUSD pairs. It sells when the 14-period RSI falls below 70 and buys when it crosses above 30. No other trading rules are used. Hypothetical results are generated using FXCM Strategy Trader.

Trend Strategy – The benchmark trend trading system shows the hypothetical performance of a simple Moving Average Crossover strategy on 60-minute EURUSD, GBPUSD, USDJPY, USDCHF, USDCAD, AUDUSD, and NZDUSD pairs. It buys the currency pair when the 50-period Simple Moving Average crosses above the 100-period and 200-period averages. It sells when the 50-period crosses below the 100-period and 200-period averages. No other trading rules are used.

Breakout Strategy – The benchmark breakout trading system shows the hypothetical performance of a simple Channel Breakout strategy on 60-minute EURUSD, GBPUSD, USDJPY, USDCHF, USDCAD, AUDUSD, and NZDUSD pairs. It will set a buy order at the highest high of the previous 20 bars plus one pip and a sell order at the lowest low of the previous 20 bars minus one pip. No other trading rules are used.

Volatility Percentile – The higher the number, the more likely we are to see strong movements in price. This number tells us where current implied volatility levels stand in relation to the past 90 days of trading. We have found that implied volatilities tend to remain very high or very low for extended periods of time. As such, it is helpful to know where the current implied volatility level stands in relation to its medium-term range.

Trend – This indicator measures trend intensity by telling us where price stands in relation to its 90 trading-day range. A very low number tells us that price is currently at or near monthly lows, while a higher number tells us that we are near the highs. A value at or near 50 percent tells us that we are at the middle of the currency pair’s monthly range.

Range High – 90-day closing high.

Range Low – 90-day closing low.

Last – Current market price.

Bias – Based on the above criteria, we assign the more likely profitable strategy for any given currency pair. A highly volatile currency pair (Volatility Percentile very high) suggests that we should look to use Breakout strategies. More moderate volatility levels and strong Trend values make Momentum trades more attractive, while the lowest Vol Percentile and Trend indicator figures make Range Trading the more attractive strategy.

HYPOTHETICAL PERFORMANCE RESULTS HAVE MANY INHERENT LIMITATIONS, SOME OF WHICH ARE DESCRIBED BELOW. NO REPRESENTATION IS BEING MADE THAT ANY ACCOUNT WILL OR IS LIKELY TO ACHIEVE PROFITS OR LOSSES SIMILAR TO THOSE SHOWN. IN FACT, THERE ARE FREQUENTLY SHARP DIFFERENCES BETWEEN HYPOTHETICAL PERFORMANCE RESULTS AND THE ACTUAL RESULTS SUBSEQUENTLY ACHIEVED BY ANY PARTICULAR TRADING PROGRAM.

ONE OF THE LIMITATIONS OF HYPOTHETICAL PERFORMANCE RESULTS IS THAT THEY ARE GENERALLY PREPARED WITH THE BENEFIT OF HINDSIGHT. IN ADDITION, HYPOTHETICAL TRADING DOES NOT INVOLVE FINANCIAL RISK, AND NO HYPOTHETICAL TRADING RECORD CAN COMPLETELY ACCOUNT FOR THE IMPACT OF FINANCIAL RISK IN ACTUAL TRADING. FOR EXAMPLE, THE ABILITY TO WITHSTAND LOSSES OR TO ADHERE TO A PARTICULAR TRADING PROGRAM IN SPITE OF TRADING LOSSES IS MATERIAL POINTS WHICH CAN ALSO ADVERSELY AFFECT ACTUAL TRADING RESULTS. THERE ARE NUMEROUS OTHER FACTORS RELATED TO THE MARKETS IN GENERAL OR TO THE IMPLEMENTATION.

OF ANY SPECIFIC TRADING PROGRAM WHICH CANNOT BE FULLY ACCOUNTED FOR IN THE PREPARATION OF HYPOTHETICAL PERFORMANCE RESULTS AND ALL OF WHICH CAN ADVERSELY AFFECT ACTUAL TRADING RESULTS. Any opinions, news, research, analyses, prices, or other information contained on this website is provided as general market commentary, and does not constitute investment advice. The FXCM group will not accept liability for any loss or damage, including without limitation to, any loss of profit, which may arise directly or indirectly from use of or reliance contained in the trading signals, or in any accompanying chart analyses.

DailyFX provides forex news and technical analysis on the trends that influence the global currency markets.

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