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Range Strat - MACD/RSI

Script from: TradingView

Swing

Trend following

Momentum

Reversal

The "Range Strat - MACD/RSI" combines the MACD indicator for Long/Short signals with the RSI thresholds serving as confirmation—approach best suited for range bound markets. Designed primarily for the 4-hour timeframe, it avoids frequent false signals often present in lower timeframes. Adjust MACD and RSI settings for desired signal frequency and safety. Visually confirm the establishment of a trading range to ensure the strategy's effectiveness across various crypto assets. Script modifications encouraged for optimization.

Stacks (STXSUSD)

+ Range Strat - MACD/RSI

@ 5 min

1.21

Risk Reward

4.72 %

Total ROI

502

Total Trades

OP / US Dollar (OPUSD)

+ Range Strat - MACD/RSI

@ 5 min

1.11

Risk Reward

2.67 %

Total ROI

496

Total Trades

Crypto.com Coin / United States Dollar (CROUSD)

+ Range Strat - MACD/RSI

@ 4 h

1.09

Risk Reward

2.65 %

Total ROI

74

Total Trades

Aptos (APTOUSD)

+ Range Strat - MACD/RSI

@ 2 h

1.08

Risk Reward

4.17 %

Total ROI

93

Total Trades

AMC Entertainment Holdings, Inc. (AMC)

+ Range Strat - MACD/RSI

@ 4 h

2.52

Risk Reward

24.52 %

Total ROI

18

Total Trades

Premium users only

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

@ 4 h

6.06

Risk Reward

14.81 %

Total ROI

17

Total Trades

Premium users only

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

@ 4 h

5.08

Risk Reward

7.70 %

Total ROI

19

Total Trades

Novavax, Inc. (NVAX)

+ Range Strat - MACD/RSI

@ 2 h

1.52

Risk Reward

356.65 %

Total ROI

59

Total Trades

American Airlines Group, Inc. (AAL)

+ Range Strat - MACD/RSI

@ 1 h

1.49

Risk Reward

5.22 %

Total ROI

46

Total Trades

Novavax, Inc. (NVAX)

+ Range Strat - MACD/RSI

@ 5 min

1.40

Risk Reward

497.26 %

Total ROI

143

Total Trades
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Guide

How does the Range Strat - MACD/RSI strategy work ?

The "Range Strat - MACD/RSI" employs a combination of the MACD (Moving Average Convergence Divergence) as the primary signal for entering and exiting trades, along with the RSI (Relative Strength Index) to filter out potential entry points at price extremes, conducive for range-bound markets. The strategy is built for the 4-hour time frame, aiming to capitalize on the periodic fluctuations observed in crypto markets since mid-2022.

Long or short positions are initiated based on the MACD crossover signals:

  • A long position is taken if the MACD line crosses over the signal line and the RSI is below the over-sold threshold, suggesting upward momentum.
  • A short position is prompted by a MACD line cross under the signal line, coupled with an RSI above the over-bought threshold, indicating downward potential.

Traders can adjust RSI thresholds to modulate the frequency and risk profile of the signals. Similarly, fine-tuning the MACD parameters can allow for earlier or more conservative trading signals. The script features stop loss levels for both long and short positions, mitigating risk and protecting capital. The usage of stop-loss percentages and trade size, set to a default of 10% of equity, creates a balanced approach to capture returns while guarding against downside.

Wall-through input settings and quality-of-life improvements enhance the script's usability. Continual refinements, including the possibility of incorporating a different momentum oscillator, have been hinted at for future updates.

How to use the Range Strat - MACD/RSI strategy ?

This trading strategy uses the RSI and MACD indicators to identify entry points within a specific date range, and establishes stop loss levels for risk management. Buys are triggered when MACD crosses above its signal line and RSI is below the oversold threshold, while sells are triggered when MACD crosses below its signal line and RSI is above the overbought threshold.

To trade this strategy manually on TradingView:

  • Set the date range for the backtest between June 13, 2022, and June 13, 2024.
  • Add the RSI indicator to your chart with an open price as the source, a length of 14 periods, an oversold threshold set to 55, and an overbought threshold set to 50.
  • Add the MACD indicator, using either a Simple Moving Average (SMA) or an Exponential Moving Average (EMA) based on preference. Set the fast length to 12, slow length to 26, and signal smoothing to 9.
  • Identify a "long" entry when the MACD line crosses above the signal line while RSI value is below 55 and ensure you are within your set date range. Enter a "short" position when the MACD line crosses below the signal line and the RSI is above 50 during the date range.
  • For stop losses, set the percentage levels for stopping out of a "long" position at 15% below your average buy price, and for a "short" position at 15% above your average sell price.
  • Execute your exits based on the stop loss thresholds you've set. Monitor your positions regularly to ensure that you manually close the position using these conditions or set up conditional orders to do so.

How to optimize the Range Strat - MACD/RSI trading strategy ?

Improving the "Range Strat - MACD/RSI" requires refining the strategy parameters and incorporating additional market analysis for a more comprehensive trading approach. The main goal is to optimize signal accuracy and risk management in manual trading on TradingView. Below are suggested steps to enhance this strategy:

  • Adjust Indicator Settings: Tailor the RSI oversold and overbought thresholds to match the volatility of the crypto assets being traded. A more volatile asset may require a higher oversold and lower overbought threshold to reduce false signals.
  • Incorporate a Filter for Market Sentiment: Applying an additional filter, such as a moving average convergence on high timeframes (e.g., daily), can help determine the overall market trend. Trade in the direction of this trend to improve the strategy's effectiveness.
  • Volume Confirmation: Add volume analysis to confirm the strength of the entry signals provided by the MACD crossovers and RSI levels. A significant volume accompanying the signal increases its reliability.
  • Market Structure Analysis: Manually examine support and resistance levels to establish stronger entry and exit points aligned with key price areas. Entering near support or resistance can afford favorable risk-to-reward ratios.
  • Implement a Trailing Stop Loss: Replace the static stop loss with a trailing stop to allow for profit protection while giving the position room to run during strong trending movements.
  • Customize Trade Size and Leverage: Use variable position sizing based on the trade's risk profile. Smaller positions for riskier trades and larger positions for those with higher conviction can improve overall performance.
  • Diversify Asset Selection: Apply the strategy across multiple cryptocurrency pairs to diversify risk. Monitor correlation between pairs to avoid overexposure to similar market moves.
  • Apply Discretionary Oversight: Use manual oversight to override the strategy's signals during major news events or when price action deviates significantly from normal patterns. This can help avoid unforeseen market shocks.

By fine-tuning indicator thresholds, adding volume and sentiment filters, implementing trailing stops, and exercising discretionary judgment, traders can enhance the "Range Strat - MACD/RSI" for manual application on TradingView. This personalized approach tailors the strategy to the trader's specific risk tolerance, trading style, and the unique characteristics of the crypto markets.

For which kind of traders is the Range Strat - MACD/RSI strategy suitable ?

This strategy is suitable for traders who are comfortable navigating the cryptocurrency markets and have an affinity for technical analysis. It's particularly well-suited for:

  • Intermediate to Advanced Traders: Those with understanding of indicators like MACD and RSI and can interpret complex signals.
  • Range-bound Market Enthusiasts: Traders looking to profit from cryptocurrencies that are currently experiencing a lateral trading pattern rather than trending strongly in one direction.
  • Patience-Oriented Individuals: This strategy thrives on the 4-hour timeframe, thus it demands patience from traders who can tolerate longer periods between entering and exiting trades.
  • Risk-Averse Traders: The use of stop losses and careful consideration of RSI thresholds cater to those who prioritize risk management.

The trading style encouraged by this strategy is methodical and data-centric, relying on clear technical signals and requiring steadfast adherence to pre-set rules for entry, exit, and trade management.

Key Takeaways of Range Strat - MACD/RSI

  • Strategy Essence: Utilizes MACD for trend signals and RSI for entry confirmation in choppy crypto markets.
  • Functioning: Generates Long/Short signals based on MACD crossovers and RSI thresholds within a set date range.
  • Timeframe Compatibility: Tailored for the 4-hour chart, with potential in higher timeframes; lower timeframes may lead to more false signals.
  • Manual Trading Approach: Manually applying the strategy involves setting MACD and RSI indicators on TradingView, confirming signals against volume and market structure.
  • Risk Management: Features predefined stop losses; suggests incorporating trailing stops for dynamic risk control.
  • Optimization: Customize RSI and MACD settings, adjust trade sizes based on risk, and apply the strategy across diverse assets to enhance performance.
  • Trader Profile: Suited for those with technical savvy, patience, and a disciplined adherence to technical signals and risk parameters.
  • Automation vs. Discretion: Strategy can be automated through scripts; however, manual oversight is recommended for event-driven decision-making and additional confirmations.
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