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MA Bollinger Bands + RSI

Script from: TradingView

Swing

Trend following

Momentum

Volatility

Breakout

Reversal

The 'MA Bollinger Bands + RSI' strategy combines Bollinger Bands standard deviation and RSI for entry signals. Long positions are taken when the RSI crosses above the midpoint and price breaches the lower Bollinger Band. Shorts are initiated when RSI falls below the midpoint and price breaks the upper band. The strategy includes stop loss settings, re-entry options, and has been updated with new features such as trailing stops, customizable MA types, time filters, and high volatility parameters for enhanced flexibility.

OP / US Dollar (OPUSD)

+ MA Bollinger Bands + RSI

@ 5 min

1.17

Risk Reward

12.75 %

Total ROI

94

Total Trades

Stacks (STXSUSD)

+ MA Bollinger Bands + RSI

@ 5 min

1.10

Risk Reward

5.04 %

Total ROI

81

Total Trades

Aptos (APTOUSD)

+ MA Bollinger Bands + RSI

@ 5 min

1.07

Risk Reward

2.73 %

Total ROI

86

Total Trades

Affirm Holdings, Inc. (AFRM)

+ MA Bollinger Bands + RSI

@ 1 h

2.41

Risk Reward

290.39 %

Total ROI

19

Total Trades

ChargePoint Holdings, Inc. (CHPT)

+ MA Bollinger Bands + RSI

@ 5 min

2.22

Risk Reward

234.57 %

Total ROI

78

Total Trades

Premium users only

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

@ 4 h

4.78

Risk Reward

436.26 %

Total ROI

19

Total Trades

Wells Fargo & Company (WFC)

+ MA Bollinger Bands + RSI

@ 2 h

2.08

Risk Reward

287.19 %

Total ROI

77

Total Trades

Dominion Energy, Inc. (D)

+ MA Bollinger Bands + RSI

@ 15 min

2.02

Risk Reward

113.51 %

Total ROI

86

Total Trades

Pacific Gas & Electric Co. (PCG)

+ MA Bollinger Bands + RSI

@ 1 h

1.72

Risk Reward

607.04 %

Total ROI

76

Total Trades
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Guide

How does the MA Bollinger Bands + RSI strategy work ?

The MA Bollinger Bands + RSI strategy employs a combination of Bollinger Bands, calculated from a selected type of Moving Average (MA), and the Relative Strength Index (RSI) to determine entry points for trading. Long positions are initiated when the RSI crosses above its neutral line while at the same time the price moves above the lower Bollinger Band boundary. Conversely, short positions are taken when the RSI crosses under the neutral line as the price drops below the upper Bollinger Band.

  • New features include stop loss settings depicted by red squares on the chart, and entry signals shown by blue up-arrows for long positions and red down-arrows for shorts, without allowing for pyramiding.
  • Users can now set a percentage-based stop loss activated upon an adverse price excursion from the entry point.
  • The strategy allows for re-entering a trade in the same direction following a stop loss if enabled.
  • To determine the RSI crossover points, the strategy includes a lookback feature, which checks up to a set number of bars back from when the price comes back within the Bollinger Bands.
  • If stop losses are not enabled, the strategy waits for a signal in the opposite direction to exit. If stop losses are enabled and triggered, and re-entry is allowed, it actively searches for a new entry in the same direction.

Additionally, the strategy offers enhanced functionalities like alternative Moving Average calculations, comprehensive stop loss settings for re-entry trades, and provisions for volatility extremes in the trading signal's calculations. For further interaction, users can leverage various types of alerts available in a separate Study script.

How to use the MA Bollinger Bands + RSI strategy ?

This trading strategy combines Moving Average (MA), Bollinger Bands (BB), and Relative Strength Index (RSI) for entry signals, with the option for fixed or trailing stop loss (SL) and take profit (TP). The strategy takes long positions when price moves above the lower Bollinger Band after opening below it and RSI crosses above a neutral level. Conversely, it enters short positions when price moves below the upper Bollinger Band after opening above it and RSI crosses below a neutral level. Trades are filtered based on volatility and time.

To trade this strategy manually on TradingView, follow these steps:

  • To set up the Bollinger Bands, add a Bollinger Bands indicator with default 20-period length and standard deviation multiplier (BBX) as specified in the script (ex: 2.0) or to match the script's customized settings.
  • For the RSI, add an RSI indicator and set the length according to the script input (RSIlen).
  • Calculate the Average True Range (ATR) with a length specified in the script (atrLen) for SL and TP calculations.
  • Identify long entry conditions: when the opening price is below the lower Bollinger Band and the closing price is above it, and the RSI crosses above a neutral level (RSIN).
  • Identify short entry conditions: when the opening price is above the upper Bollinger Band and the closing price is below it, and the RSI crosses below a neutral level (RSIN).
  • Include volatility conditions by comparing the width of the Bollinger Bands to a multiplier of their baseline (BBvolX).
  • Manage entries using time filters by only trading within specified hours and dates.
  • Calculate the SL and TP: SL is set at a multiple of the ATR below (for longs) or above (for shorts) the entry price. TP is calculated based on a risk-reward ratio (rr).
  • For a trailing SL (TSL), find the latest swing low (for longs) or high (for shorts) using the lookback period (TSLlookback), and set the TSL at this price minus (for longs) or

How to optimize the MA Bollinger Bands + RSI trading strategy ?

Improving the 'MA Bollinger Bands + RSI' strategy for manual trading requires a focus on refining entry signals, optimizing stop losses, and enhancing take profit methods. The approach involves personalizing the strategy to the trader's risk tolerance, trading style, and the assets being traded. Here's a comprehensive plan to enhance the strategy:

  • Optimize entry points: Rather than relying solely on the RSI crossing a neutral level, consider adding confluence with other momentum indicators like the MACD or Stochastic. This will help filter out false signals.
  • Refine exit strategy: Instead of using a fixed risk-reward ratio for take profit, adapt the ratios based on current market volatility. In a highly volatile market, a greater profit target may be justified.
  • Advanced stop loss management: Incorporate a dynamic stop loss strategy that adjusts according to price action, volatility, or a trailing stop upon reaching a breakeven point to protect profits.
  • Customize based on asset characteristics: Different assets have unique price behaviors. Customize the length and deviation multiplier of the Bollinger Bands, and the period for RSI to the specific characteristics of the asset being traded.
  • Utilize multiple time-frame analysis: Confirm trade signals by looking at the same setup on higher time frames to ensure alignment with the overall trend.
  • Adjust for market sessions: Recognize and adapt to different trading sessions, particularly for Forex, where certain currency pairs are more volatile during specific market hours.
  • Diversify trade management: Instead of exiting the entire position at a fixed target, consider scaling out of trades, taking partial profits at different levels.
  • Manual backtesting: Perform thorough backtesting manually across various market conditions to understand the typical performance and adjust parameters accordingly.
  • Continuous learning: Keep an updated trade journal to note what works and what doesn't. Use this real-time feedback to tweak and improve the strategy over time.

Each of these steps builds upon the core components of the MA Bollinger Bands + RSI strategy to create a more robust, market-sensitive approach for manual traders. Personalization plays a key role in adapting automated strategies to manual ones, as it accounts for human discretion and decision-making, allowing traders to capitalize on their insight and experience.

For which kind of traders is the MA Bollinger Bands + RSI strategy suitable ?

The 'MA Bollinger Bands + RSI' strategy suits traders who prefer technical analysis and are comfortable using indicators to guide their entries and exits. Ideal for day and swing traders, this strategy aligns well with those who can make timely trades based on indicator signals. Traders need to be vigilant, ready to act when the RSI indicates a momentum shift and the price crosses Bollinger Band thresholds.

  • Day traders: Benefit from rapid signal generation for quick entry and exit, taking advantage of intraday price movements.
  • Swing traders: Use this strategy to identify potential trend reversals and capitalize on significant swings in price over several days.
  • Traders adept at managing multiple indicators will find this method particularly effective, as it incorporates volatility, price action, and momentum considerations.
  • It's also well-suited to systematic traders who follow a disciplined approach, due to its clear rules for trade initiation and closure.

Key Takeaways of MA Bollinger Bands + RSI

  • Strategy overview: Utilizes Moving Average Bollinger Bands & RSI for trading signals based on price movement and momentum shifts.
  • How it works: Goes long when RSI crosses the midpoint upwards & price is above lower Bollinger Band; shorts when RSI crosses midpoint downwards & price is below upper Bollinger Band.
  • Automation advantage: Can be automated in TradingView; configurable alerts for entry and exit points increase efficiency.
  • Manual application: Traders can manually overlay mentioned indicators on charts, watch for specified conditions to enter and exit trades.
  • Combining methods: Optimal use may involve setting alerts, then applying manual analysis to confirm trades, leveraging human insight.
  • Optimization: Refine entry points with additional indicators; adjust exit strategy based on volatility; personalize to asset's characteristics.
  • Risk management: Use dynamic stop-loss strategies, multiple time-frame analysis, and scale-out profit taking to protect from undue loss and secure gains.
  • Target audience: Suitable for responsive day traders and analytical swing traders who can integrate technical signals into their strategy.
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