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Smoothed Waddah ATR

Script from: TradingView

Swing

Trend following

Momentum

Candlestick

Volatility

The Smoothed Waddah ATR is an enhanced trend-following system that uses Heiken-Ashi candles to calculate MACD changes, offering long-only opportunities. It integrates Bollinger Bands and an optional RSI filter to minimize false signals, ideal for sustainable trend markets. Entry is marked by a positive MACD change surpassing Bollinger width with RSI confirmation, while negative MACD movements signal closes. Best applied to long-term bullish charts.

AVAX / TetherUS (AVAXUSDT)

+ Smoothed Waddah ATR

@ Daily

2.21

Risk Reward

6,619.99 %

Total ROI

44

Total Trades

Bitcoin / TetherUS (BTCUSDT)

+ Smoothed Waddah ATR

@ Daily

1.93

Risk Reward

4,989.63 %

Total ROI

80

Total Trades

Cardano / TetherUS (ADAUSDT)

+ Smoothed Waddah ATR

@ Daily

1.77

Risk Reward

2,709.70 %

Total ROI

72

Total Trades

IMX / TetherUS (IMXUSDT)

+ Smoothed Waddah ATR

@ Daily

1.62

Risk Reward

240.33 %

Total ROI

31

Total Trades

Stellar / TetherUS (XLMUSDT)

+ Smoothed Waddah ATR

@ Daily

1.62

Risk Reward

1,207.65 %

Total ROI

72

Total Trades

Premium users only

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

@ Daily

3.02

Risk Reward

15,646.92 %

Total ROI

47

Total Trades

Apple Inc. (AAPL)

+ Smoothed Waddah ATR

@ Daily

2.21

Risk Reward

47,537.51 %

Total ROI

384

Total Trades

Tesla, Inc. (TSLA)

+ Smoothed Waddah ATR

@ 4 h

2.18

Risk Reward

7,577.12 %

Total ROI

249

Total Trades

Alstom (ALO)

+ Smoothed Waddah ATR

@ Daily

1.75

Risk Reward

184.17 %

Total ROI

75

Total Trades

Shopify Inc. (SHOP)

+ Smoothed Waddah ATR

@ 1 h

1.55

Risk Reward

35,233.31 %

Total ROI

527

Total Trades

NIFTY 50 (NIFTY)

+ Smoothed Waddah ATR

@ 1 h

1.54

Risk Reward

324.31 %

Total ROI

698

Total Trades

Coinbase Global, Inc. (COIN)

+ Smoothed Waddah ATR

@ 2 h

1.50

Risk Reward

194.48 %

Total ROI

132

Total Trades
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Guide

How does the Smoothed Waddah ATR strategy work ?

The Smoothed Waddah ATR is an enhanced trend trading strategy designed specifically for capturing long positions by analyzing trends utilizing MACD, Bollinger Bands, and RSI filters. Aimed at markets producing sustainable trends, the strategy executes trades only in long positions to capitalize on bullish environments.

  • MACD Calculation: This measures the relative change in the MACD between the current and previous candles, emphasizing movements in price momentum.
  • Bollinger Band Comparison: The strategy calculates the difference between the upper and lower Bollinger Bands, using it as a dynamic trigger line to confirm trend strength.
  • Entry Signals: A long entry is triggered when a positive change in MACD, amplified by sensitivity settings, surpasses the change in Bollinger Band width, and the 14-period RSI is above the specified threshold.
  • Close Signals: Trades are exited when a negative MACD change, represented by a red bar, exceeds the Bollinger Band width change.
  • Settings: The strategy utilizes adjustable parameters such as sensitivity, EMA lengths for MACD, Bollinger Band settings, and RSI filter value, optimizing entries based on market conditions.

How to use the Smoothed Waddah ATR strategy ?

This trading strategy utilizes the Smoothed Waddah approach to identify long entry points by analyzing the difference between MACD indicators amplified by sensitivity and the channel width determined by Bollinger Bands, while filtering trades using an RSI value of 40.

To trade this strategy manually:

  • Indicators to Use:
    • Heikin Ashi Candlesticks: Use these for smoother price visuals.
    • MACD: Set the Fast EMA Length to 20 and Slow EMA Length to 40. Calculate the MACD as the difference between these EMAs.
    • Bollinger Bands: Use a length of 20 and a standard deviation multiplier of 1.5 to set the channel boundaries.
    • RSI (Relative Strength Index): Set to 14-period, with a filter level of 40.
  • Entry Condition:
    • Calculate the smoothed MACD difference (current versus the previous candle) and amplify it by a sensitivity of 150.
    • Check if this amplified MACD difference is greater than the difference between the upper and lower Bollinger Bands.
    • Confirm the RSI 14 is above 40.
    • If these conditions are met, enter a long position.
  • Exit Condition:
    • Close the long position if the MACD trend indicates negativity (i.e., the MACD is below the negative Bollinger Band difference).

How to optimize the Smoothed Waddah ATR trading strategy ?

Improving the Smoothed Waddah ATR strategy for manual trading involves enhancing entry and exit accuracy, managing risk, and adapting to market conditions. Below are key steps to refining this strategy:

  • Fine-Tune Indicator Settings:
    • MACD Adjustments: Consider experimenting with different EMA lengths based on asset volatility. Test a range between 15-25 for fastLength and 35-45 for slowLength to better align with the asset's natural rhythm.
    • Bollinger Bands Optimization: Adjust the channelLength to reflect shorter or longer periods if the market volatility changes. Similarly, tweak the standard deviation multiplier (mult) between 1.0 and 2.0 to better capture price movements.
  • Incorporate Additional Filters:
    • Volume Analysis: Integrate volume as a filter to ensure entries only occur on high volume days, which confirms the trend's strength.
    • Trend Confirmation: Use an additional trend indicator, such as the 50 SMA or EMA, to ensure trades are only taken in the direction of the prevailing trend.
  • Entry & Exit Refinements:
    • Entry Refinement: Consider confirming long entries with a bullish candlestick pattern, such as a hammer or engulfing pattern, to increase entry accuracy.
    • Exit Strategy: Implement a trailing stop-loss to lock in profits while allowing room for price movements. Additionally, use a fixed percentage or ATR-based stop-loss for systematic risk management.
  • Dynamic Sensitivity Adjustment:
    • Rather than using a fixed sensitivity, dynamically adjust the sensitivity based on recent volatility. Higher volatility could warrant lower sensitivity to avoid false signals, while lower volatility might benefit from increased sensitivity to capture emerging trends.
  • Backtesting & Continuous Optimization:
    • Conduct rigorous backtesting on different asset classes and timeframes to ensure strategy robustness. Continuously review and adapt settings based on changing market dynamics.
    • Monitor strategy performance regularly and keep a trading journal to systematically track all trades, enabling analytical insights into your strategy refinements.

For which kind of traders is the Smoothed Waddah ATR strategy suitable ?

This strategy is ideally suited for traders focused on long-term trend following, as it leverages the enhanced Smoothed Waddah ATR methodology to identify sustainable bullish trends. It is particularly beneficial for traders who prefer:

  • Long-Only Positions: The strategy is designed to capitalize exclusively on upward market movements, making it suitable for traders who are optimistic about long-term growth opportunities in assets like tech stocks or cryptocurrencies.
  • Ta Ideal for Trend Traders: This approach excels in capturing extended market trends, allowing traders to ride significant price movements in bullish environments.
  • Strategic Decision-Makers: Traders who are comfortable with data analysis and appreciate the use of technical indicators such as MACD, Bollinger Bands, and RSI will find this strategy aligns well with their systematic approach to trade entries and exits.

The strategy requires patience and discipline, making it less suited for those focused on high-frequency or short-term trading styles, such as day trading or scalping, which rely on rapid decision-making and constant market engagement.

Key Takeaways of Smoothed Waddah ATR

Key Takeaways:

  • Strategy Overview: This long-only trend-following strategy takes advantage of extended bullish trends by leveraging Heikin Ashi MACD and Bollinger Bands to identify entry points.
  • How it Works: The strategy triggers entries when the MACD change exceeds Bollinger Band width and confirms with RSI above 40, focusing on capturing significant upward movements.
  • Using the Strategy: It can be automated on TradingView or employed manually. Alerts can be set for entry conditions to facilitate a hybrid approach combining alerts and manual analysis for optimal decision-making.
  • Optimizing Strategy: Enhance performance by fine-tuning indicator settings such as EMA lengths, Bollinger Band parameters, and employing dynamic sensitivity adjustments according to market volatility.
  • Additional Filters: Incorporate volume analysis and trend confirmation using SMAs or EMAs for better entry accuracy, ensuring trades align with strong market momentum.
  • Manual Enhancements: Use candlestick patterns as additional entry signals and employ a trailing stop-loss for smart exit strategies that lock in profits effectively.
  • Risk Management: Implement fixed percentage or ATR-based stop-losses and maintain a trading journal to continuously optimize based on performance insights.
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