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RSI & Backed-Weighted MA Strategy

Script from: TradingView

Swing

Trend following

Momentum

The RSI & Backed-Weighted MA Strategy uses RSI as a trend-follower and integrates a Back-Weighted MA to filter signals. Ideal for medium/long-term trades, this method focuses on historical price trends while minimizing short-term noise. Key parameters involve RSI length of 20, MA type RWMA, and utilizes rate of change insights. Traders can refine with adjustable trailing TP and dynamic order sizing using a fixed ratio method.

MNTUSDT SPOT (MNTUSDT)

+ RSI & Backed-Weighted MA Strategy

@ 1 h

1.87

Risk Reward

109.90 %

Total ROI

75

Total Trades

Stellar / TetherUS (XLMUSDT)

+ RSI & Backed-Weighted MA Strategy

@ 4 h

1.54

Risk Reward

447.87 %

Total ROI

108

Total Trades

VeChain / TetherUS (VETUSDT)

+ RSI & Backed-Weighted MA Strategy

@ 4 h

1.49

Risk Reward

593.40 %

Total ROI

105

Total Trades

Cosmos / TetherUS (ATOMUSDT)

+ RSI & Backed-Weighted MA Strategy

@ 4 h

1.44

Risk Reward

287.46 %

Total ROI

97

Total Trades

Litecoin / TetherUS (LTCUSDT)

+ RSI & Backed-Weighted MA Strategy

@ 4 h

1.38

Risk Reward

546.76 %

Total ROI

128

Total Trades

Premium users only

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

@ 15 min

3.60

Risk Reward

28.95 %

Total ROI

19

Total Trades

Premium users only

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

@ 2 h

3.07

Risk Reward

117.97 %

Total ROI

36

Total Trades

Rent the Runway, Inc. (RENT)

+ RSI & Backed-Weighted MA Strategy

@ 1 h

2.85

Risk Reward

698.62 %

Total ROI

55

Total Trades

GE Aerospace (GE)

+ RSI & Backed-Weighted MA Strategy

@ Daily

2.64

Risk Reward

109.91 %

Total ROI

17

Total Trades

GE Vernova Inc. (GEV)

+ RSI & Backed-Weighted MA Strategy

@ 5 min

2.54

Risk Reward

38.57 %

Total ROI

39

Total Trades

Stellantis NV (STLAP)

+ RSI & Backed-Weighted MA Strategy

@ 15 min

2.34

Risk Reward

107.14 %

Total ROI

109

Total Trades

Costco Wholesale Corporation (COST)

+ RSI & Backed-Weighted MA Strategy

@ Daily

2.12

Risk Reward

66.41 %

Total ROI

20

Total Trades
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Guide

How does the RSI & Backed-Weighted MA Strategy strategy work ?

This trading strategy combines the Relative Strength Index (RSI) and a Back-Weighted Moving Average (RWMA) to identify market trends and potential entry/exit points. Here's how it works:

  • RSI as Trend Indicator: Set with a length of 20, the RSI is utilized to follow trends rather than predict reversals. A high RSI (>60) suggests a bullish phase, while a low RSI (<40) indicates="" bearish="" trends.<="" li="">
  • Back-Weighted MA: This RWMA gives more significance to older prices compared to recent ones, smoothing out short-term market noise and highlighting longer-term trends.
  • Signal Conditions:
    • LONG Position: Triggered when RSI exceeds 60, and the Rate of Change (ROC) of the RWMA is negative, indicating an overbought condition after a bear market.
    • SHORT Position: Initiated when RSI drops below 40, and the ROC is positive, signaling an oversold state following a bull market.
  • Trailing Stop & Take Profit: Positions are managed using a trailing stop mechanism activated by significant price movements, protecting profits without capping potential gains.
  • Money Management: Adjusts order size based on gains or losses, reinvesting profits or reducing exposure to manage risk effectively.

How to use the RSI & Backed-Weighted MA Strategy strategy ?

This trading strategy combines the Relative Strength Index (RSI) and a choice of either Simple Moving Average (SMA) or Retro Weighted Moving Average (RWMA) with Rate of Change (ROC) signals. Long and short positions are triggered by RSI and ROC MA conditions, with built-in trailing take profit and stop-loss mechanisms based on the Average True Range (ATR). To trade this strategy manually:

Follow these steps:

  • Add RSI and set its length to 20 on TradingView.
  • Add a Moving Average (choose SMA or RWMA) and use a length of 19.
  • Calculate the Rate of Change (ROC) of the Moving Average with a 19-period lookback.
  • Enter Long when:
    • RSI is above 60.
    • ROC MA is below 0.
  • Enter Short when:
    • RSI is below 40.
    • ROC MA is above 0.
  • Set the trailing take profit when gain is expected using ATR; activate by a threshold (default: 5 ATR multiple).
  • Apply a trailing stop with a percentage margin from the peak (default: 3%).
  • Set the maximum stop-loss to a threshold where potential loss doesn't exceed 10% of the trade value.

How to optimize the RSI & Backed-Weighted MA Strategy trading strategy ?

The “RSI & Backed-Weighted MA Strategy” can be enhanced with manual trading interventions by fine-tuning parameters and adding supplementary analysis techniques. Here's a detailed plan on how to improve this strategy manually:

  • Parameter Optimization:
    • Test varying RSI lengths beyond the default 20, such as 14 or 25, to adapt to changes in volatility and market conditions.
    • Experiment with different MA lengths and types. Try lengths between 15 and 30 to see if they better capture trend nuances.
  • Supplementary Indicators:
    • Integrate a momentum indicator like the MACD or Stochastic Oscillator. This can confirm RSI signals and provide additional validation.
    • Add volume analysis. Volume spikes can preempt significant price moves, serving as an early warning system.
  • Entry and Exit Refinements:
    • Implement a multiple confirmation strategy for entries. Wait for the RSI and MA criteria to align with another indicator or pattern to enter a trade.
    • Use support and resistance levels alongside the current strategy signals. This helps identify potential entry points more robustly.
  • Risk Management Enhancements:
    • Incorporate position sizing strategies. Rather than a fixed ratio, use a risk percentage per trade, dynamically calculated based on the account size.
    • Broaden stop-loss calculations. Instead of a simple ATR multiplier, consider ATR combined with local price extremes (support/resistance levels).
  • Market Context Understanding:
    • Manually assess the overall market trend or sentiment as a context layer. Enter only when signals align with macro trends.
    • Include news events in the strategy. High-impact news can override technical signals, and avoiding trades during such events can minimize disruptions.
  • Performance Review and Adjustment:
    • Regularly backtest and review the strategy performance over different market conditions and time frames. Adapt based on observed effectiveness.
    • Keep a trading journal tracking which adjustments work and what market conditions were during each decision.

By applying these enhancements, the strategy can become more dynamic and adaptable to varied market environments.

For which kind of traders is the RSI & Backed-Weighted MA Strategy strategy suitable ?

This strategy is ideal for traders who prefer a medium to long-term trading style, focusing on trend-following rather than short-term reversals. It's particularly suited for:

  • Trend Followers: Those who aim to capitalize on sustained market movements rather than frequent, smaller fluctuations.
  • Swing Traders: Traders looking to hold positions over several days to weeks, taking advantage of intermediate swings in price based on the predominant trend.
  • Technical Analysts: Individuals who rely on chart patterns and technical indicators to guide trading decisions will find value in the integration of RSI and Back-Weighted MA indicators.
  • Risk Managers: The strategy includes robust money management components, like adjustable trailing take-profit and dynamic order sizing, appealing to those emphasizing risk control.

Given its reliance on trend-based signals, this strategy is less suitable for day traders or those who focus on high-frequency, intraday price changes.

Key Takeaways of RSI & Backed-Weighted MA Strategy

  • Strategy Focus: Aimed at medium to long-term traders using RSI as a trend indicator and RWMA for signal refinement.
  • How it Works: Combines RSI and MA indicators with parameters set to 20 for RSI and 19 for the MA, utilizing trend rather than reversal signals.
  • Trade Execution: Can be used through automation on TradingView or manually by applying alerts and manual analysis for entries and exits.
  • Optimization Tips: Test different RSI and MA lengths; include additional indicators like MACD or volume analysis to confirm trend signals.
  • Entry Conditions: Enter long when RSI > 60 and ROC MA < 0, short when RSI < 40 and ROC MA > 0, enhancing with support/resistance checks.
  • Risk Management: Use a dynamic risk percentage per trade, combine ATR-based stop-loss with price support/resistance levels.
  • Context Consideration: Assess macro trends and news events for alignment with strategy signals to avoid trading disruptions.
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