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Williams %R Strategy

Script from: TradingView

Swing

Momentum

Trend following

The Williams %R Strategy employs the momentum-based Williams Percent Range indicator to pinpoint overbought and oversold market conditions. Signals to initiate or exit trades are based on the indicator's cross above the oversold level for buying and below the overbought level for selling. Practical position management and risk control are advised by allocating only 10% of initial capital to each position, and using the strategy along with other technical analysis tools for enhanced decision-making.

INJ / US Dollar (INJUSD)

+ Williams %R Strategy

@ 1 h

1.09

Risk Reward

694.62 %

Total ROI

617

Total Trades

FTX Token / TetherUS (FTTUSDT)

+ Williams %R Strategy

@ Daily

1.07

Risk Reward

25.90 %

Total ROI

28

Total Trades

PSQ Holdings, Inc. (PSQH)

+ Williams %R Strategy

@ 4 h

2.51

Risk Reward

329.46 %

Total ROI

35

Total Trades

Palantir Technologies Inc. (PLTR)

+ Williams %R Strategy

@ 2 h

2.41

Risk Reward

744.06 %

Total ROI

111

Total Trades

Spectral AI, Inc. (MDAI)

+ Williams %R Strategy

@ 1 h

2.23

Risk Reward

96.51 %

Total ROI

17

Total Trades

Premium users only

Premium users can access all backtests with a Risk/Reward Ratio > 3

@ Daily

5.14

Risk Reward

1,121.02 %

Total ROI

80

Total Trades

Uber Technologies, Inc. (UBER)

+ Williams %R Strategy

@ 4 h

2.12

Risk Reward

325.89 %

Total ROI

74

Total Trades

POINT Biopharma Global Inc. (PNT)

+ Williams %R Strategy

@ Daily

2.04

Risk Reward

100.58 %

Total ROI

19

Total Trades
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Guide

How does the Williams %R Strategy strategy work ?

The Williams %R Strategy operates using the Williams Percent Range indicator, aimed at identifying market extremes to signal potential buy or sell opportunities. The strategy considers a market overbought when the Williams %R indicator falls below the custom overbought level, which is typically set at -20, and deems it oversold when the indicator rises above the oversold level, often set at -80.

Traders initiate a long position when the Williams %R crosses above the oversold threshold, anticipating an upward price swing. Conversely, a short position, if enabled in the TradingView script settings, is taken when the Williams %R dips below the overbought mark, predicting a price decline. Positions are managed by exiting a long position on a sell signal and closing a short position on a buy signal, with an option to enable short-selling to capitalize on both sides of the market.

The risk is managed by allocating only a portion of capital to any single trade. In the script, this is automated by setting the position size to 10% of the initial capital, balancing risk and potential reward. For enhanced effectiveness, traders are encouraged to combine this strategy with other analysis tools and thorough backtesting.

How to use the Williams %R Strategy strategy ?

This trading strategy uses Williams %R as a momentum indicator to find overbought and oversold levels to take long and short positions respectively. When the Williams %R crosses the oversold level, a long position is initiated. Conversely, when it crosses the overbought level, the long position is closed, or if shorting is enabled, a short position begins.

To trade this strategy manually on TradingView:

  • Add the Williams %R indicator to your chart and set the period to 14, overbought level to -20, and oversold level to -80.
  • Entry condition for a long position: When Williams %R crosses below the -80 oversold level, a buy signal is generated.
  • Exit condition for a long position: Close the long position when Williams %R crosses above the -20 overbought level.
  • If you choose to short, entry condition for a short position: is when Williams %R crosses above the -20 overbought level.
  • The exit condition for a short position: Close the short position when Williams %R crosses back below the -80 oversold level.

How to optimize the Williams %R Strategy trading strategy ?

Improvement of the Williams %R Strategy for manual trading can be accomplished by refining the entry and exit points, integrating additional indicators for confirmation, and adjusting the parameters based on market conditions. Recognizing the limitations of any single indicator, including the Williams %R, this plan aims to balance the current momentum-aware approach with trend-confirmation and volatility-measurement tools.

Refine Entry Points:

  • Add a moving average such as the Exponential Moving Average (EMA) to filter trades in the direction of the trend. Enter long positions only when price is above the EMA and initiate short positions only when price is below it.
  • Confirm entries with volume indicators. For example, a rising volume on a buy signal can indicate stronger conviction amongst buyers.

Optimize Exit Points:

  • Introduce a trailing stop-loss to protect profits instead of exiting strictly when the opposite Williams %R signal is generated. This allows for the possibility of capturing a larger portion of the trend.
  • Utilize the Average True Range (ATR) to factor in market volatility when setting stop-loss levels.

Market Conditions Adaptation:

  • Adjust the Williams %R overbought and oversold levels for different market conditions. In a strong trend, the market might seldom reach the standard -80 or -20 levels. Loosen these levels in trending markets and tighten them in ranging markets.
  • Implement a dynamic length parameter for the Williams %R based on the average cycle length of recent market swings.

Confirmatory Indicators:

  • Add indicators like RSI or MACD as a secondary layer of confirmation for Williams %R signals. For example, enter a trade only when both Williams %R and RSI indicators are in agreement regarding overbought or oversold conditions.

Risk Management Enhancements:

  • Determine position sizing based on the volatility of the asset. More volatile assets should have smaller position sizes to maintain an equal level of risk across trades.
  • Apply a maximum drawdown rule that pauses trading or reduces position size after a predetermined percentage of the capital has been lost.

By incorporating these enhancements, manual traders can develop a more robust system that might improve the overall effectiveness of the Williams %R Strategy.

For which kind of traders is the Williams %R Strategy strategy suitable ?

This strategy is designed for active traders who can monitor the markets and make quick decisions. The use of the Williams %R indicator suits a short-term trading style, particularly day-trading or swing-trading, as it capitalizes on market momentum and aims to identify potential reversals. The approach is ideal for:

  • Day Traders: Due to its sensitivity to market movements, providing frequent entry and exit signals within the same trading day.
  • Swing Traders: Who hold positions for several days and can benefit from the signals indicating short-term overbought or oversold conditions.
  • Trend Followers: When complemented with trend-confirming indicators, it allows these traders to ride momentum shifts within a larger trend.
  • Risk-Averse Traders: Willing to commit only a portion of their capital per trade, as the strategy suggests a disciplined risk allocation with its 10% capital per position rule.

Key Takeaways of Williams %R Strategy

  • Strategy Essence: Utilizes Williams %R for momentum trading, identifying overbought and oversold conditions to signal trade entries and exits.
  • How it Works: Executes long trades on oversold signals and short trades on overbought signals, if short trading is enabled.
  • Automation Option: Can be automated using a TradingView script, ensuring disciplined execution and time efficiency.
  • Manual Trading: Manual traders can apply the strategy by adding the Williams %R indicator to a TradingView chart and adhering to its signal parameters.
  • Combining Approaches: Alerts can be set on TradingView to notify traders when conditions are met, enabling a mix of automated alerting with manual execution.
  • Enhancement Tactics: Include trend confirmation tools, adjust Williams %R levels to market conditions, and implement additional confirmatory indicators.
  • Risk Management: Constrain position size to a percentage of capital and enhance with stop-loss and drawdown management techniques.
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