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Macro Score (DFMA) and Donchian Cloud Score Strategy

Script from: TradingView

Intraday

Trend following

Momentum

Breakout

Volatility

The Macro Score (DFMA) and Donchian Cloud Score Strategy combines weighted technical signals and moving averages to produce trading signals. It calculates a macro score from signal weights and averages Fibonacci MAs for the DFMA line, influencing long/short positions. The Donchian Cloud Score quantifies market trends from Donchian channels, assisting in determining trade entry. User-defined thresholds and crossover rules are pivotal, and the strategy includes trailing stop and take-profit/stop-loss management tools.

Binance USD (BUSDUSD)

+ Macro Score (DFMA) and Donchian Cloud Score Strategy

@ 4 h

1.81

Risk Reward

13.40 %

Total ROI

19

Total Trades

AVAX / TetherUS (AVAXUSDT)

+ Macro Score (DFMA) and Donchian Cloud Score Strategy

@ 4 h

1.48

Risk Reward

18.37 %

Total ROI

71

Total Trades

EGLD / TetherUS (EGLDUSDT)

+ Macro Score (DFMA) and Donchian Cloud Score Strategy

@ 4 h

1.42

Risk Reward

9.37 %

Total ROI

38

Total Trades

IMX / TetherUS (IMXUSDT)

+ Macro Score (DFMA) and Donchian Cloud Score Strategy

@ 4 h

1.32

Risk Reward

13.09 %

Total ROI

67

Total Trades

APTUSDT SPOT (APTUSDT)

+ Macro Score (DFMA) and Donchian Cloud Score Strategy

@ 4 h

1.30

Risk Reward

8.60 %

Total ROI

46

Total Trades

Premium users only

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

@ 1 h

4.30

Risk Reward

14.55 %

Total ROI

18

Total Trades

Premium users only

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

@ 2 h

3.38

Risk Reward

21.42 %

Total ROI

19

Total Trades

Amazon.com, Inc. (AMZN)

+ Macro Score (DFMA) and Donchian Cloud Score Strategy

@ 1 h

2.42

Risk Reward

30.68 %

Total ROI

47

Total Trades

Globe Life Inc. (GL)

+ Macro Score (DFMA) and Donchian Cloud Score Strategy

@ 2 h

2.29

Risk Reward

9.08 %

Total ROI

18

Total Trades

Newmont Corporation (NEM)

+ Macro Score (DFMA) and Donchian Cloud Score Strategy

@ 1 h

1.70

Risk Reward

9.97 %

Total ROI

31

Total Trades

CVS Health Corporation (CVS)

+ Macro Score (DFMA) and Donchian Cloud Score Strategy

@ 1 h

1.68

Risk Reward

8.88 %

Total ROI

27

Total Trades

Shopify Inc. (SHOP)

+ Macro Score (DFMA) and Donchian Cloud Score Strategy

@ 1 h

1.64

Risk Reward

8.62 %

Total ROI

27

Total Trades
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Guide

How does the Macro Score (DFMA) and Donchian Cloud Score Strategy strategy work ?

The Macro Score (DFMA) and Donchian Cloud Score Strategy employs a combination of weighted signals and trend analysis to inform trading positions. At its core, the strategy utilizes a "macro score" that sums the weighted values of designated signals to determine market posture. Signals like the DPO, CMO, Jurik volatility bands, and Stoch RSI are assigned positive or negative values to contribute to a cumulative score, which ranges between -10 and 10. Significantly, the strategy prioritizes signals from crossovers between the Democratic Fibonacci Moving Average (DFMA) and the longest/shortest Fibonacci Moving Averages (233 and 3) for stronger trade signals.

The DFMA, an average of ten Fibonacci Moving Averages ranging from 3 to 233, serves as a consensus of market trend direction. The "macro score" and a momentum line derived from it are plotted respectively, aiding in identifying optimum entry points based on crossovers of these lines.

Simultaneously, the strategy leverages the Donchian Cloud Score, a composite measure based on the conditions of five Donchian channels. Each channel's condition contributes to an overall score which identifies if the market is trending or ranging, influencing trade initiation according to user-defined thresholds. Ranging markets are suggested by cloud scores between -10 and 10, while scores beyond this range indicate trending conditions. The resulting "cloud score" also informs entry points, which are color-coded on the chart for clarity.

The strategy further includes parameters for take profit (TP), stop loss (SL), and trailing stops, adjustable within the "TT and TTP" and "Stop Loss" sections. These parameters allow traders to set their preferred TP/SL ratios, enhancing control over trade management and risk profile.

How to use the Macro Score (DFMA) and Donchian Cloud Score Strategy strategy ?

To deploy the Macro Score (DFMA) and Donchian Cloud Score Strategy on TradingView, start your TradingView platform and open the chart of the symbol you want to trade. Click on the "Indicators" button and search for the Macro Score (DFMA) and Donchian Cloud Score Strategy to apply it to your chart. For optimum results, it's crucial to test:

  • Long and short thresholds in the settings menu
  • The weighting of different signals, particularly the DFMA line/Fib MA crossovers
  • Other parameters such as DPO, CMO, Jurik Volatility Bands, and Stoch RSI levels
  • Trial multiple symbols/markets to validate versatility and reliability

In real trading, you could set up automation through compatible tools such as Profitview, entering the strategy code as provided in its settings to create trade orders based on the signals. Alternatively, you can manually set alerts on TradingView for the macro score momentum line crossovers or when the Donchian Cloud Score exceeds your specified thresholds.

For effective trading, backtest the strategy, adjusting variables and learning from historical performance to refine the execution further. It’s vital to pinpoint the right risk/reward ratio that aligns with your trading goals and risk tolerance. Testing different markets and symbol combinations can enhance the strategy's adaptability and increase potential profitability.

How to optimize the Macro Score (DFMA) and Donchian Cloud Score Strategy trading strategy ?

To elevate the Macro Score (DFMA) and Donchian Cloud Score Strategy in manual trading, follow a strategic plan to refine its parameters and adapt its signals based on market conditions. Here's a step-by-step guide for improving the strategy manually:

  • Backtest Extensively: Before using the strategy in live markets, backtest across different market conditions and time frames to gather historical performance data. Backtesting also helps in understanding how signal weights affect the strategy outcomes.
  • Optimize Parameter Settings: Adjust and optimize the long and short threshold settings to tailor the macro score according to your risk appetite. For the Donchian Cloud Score, tune the default lengths to match the volatility and characteristics of the traded asset.
  • Understand Market Context: Incorporate broader market analysis to discern between false signals and genuine trend changes. Study the macroeconomic factors and news events that could influence the asset's price action.
  • Analyze Correlations: Look for correlations between different assets that may validate or refute the trade signals. For instance, if trading currencies, consider the impact of correlated pairs on the signal strength.
  • Implement Additional Confirmation Tools: Integrate other technical indicators or price action patterns as a secondary check for the signals. Using candlestick patterns or oscillators can provide an extra layer of validation.
  • Adapt to Volatility: Modify stop loss and take profit levels according to current market volatility. An ATR (Average True Range) indicator can be effective for setting dynamic and volatility-based stop levels.
  • Manual Order Execution: Rather than relying solely on system-generated signals to execute trades, use these signals as a guide to inform your trade entries and exits, applying your judgment regarding the overall trade context and potential.
  • Continuous Learning: Keep a trading journal to record the trades taken with this strategy, noting the conditions under which it performs well or poorly. Use this reflective tool to refine your trading rules and decision-making process.

By applying these improvements, traders can better manage the Macro Score (DFMA) and Donchian Cloud Score Strategy for manual trading and increase their potential to capitalize on its strengths while mitigating its weaknesses.

For which kind of traders is the Macro Score (DFMA) and Donchian Cloud Score Strategy strategy suitable ?

The Macro Score (DFMA) and Donchian Cloud Score Strategy is catered towards traders who appreciate a systematic, quantitative approach to the markets. It's ideal for:

  • Technical Traders: Those who rely on technical analysis and indicators to make trading decisions.
  • Swing and Position Traders: Due to the use of Donchian Channels and moving averages, this strategy is well-suited for traders who hold positions over medium to long-term horizons.
  • Trend Followers: This strategy leverages trend signals from a composite of weighted indicators, perfect for traders seeking to capitalize on sustained price movements.
  • Data-Driven Traders: Traders who prefer to backtest strategies and make decisions based on statistical evidence can take advantage of the quantifiable scores and predefined thresholds.
  • Adaptable Traders: Individuals looking to customize strategies according to their risk preferences and those interested in further optimizing trading parameters.

The strategy’s blend of Fibonacci-based moving averages and channel breakouts means it's also suitable for traders who like to combine traditional trend analysis with modern technical tools to enhance decision-making.

Key Takeaways of Macro Score (DFMA) and Donchian Cloud Score Strategy

  • Strategy Essence: Quantitative approach using macro scores from signal weights and trend assessment through Donchian Cloud Scores.
  • How it Works: Combines weighted signals with moving averages for long/short triggers, alongside a cloud score plotting for trend evaluation.
  • Usage Options: Can be automated with tools like Profitview, or manually with TradingView alerts guiding informed trade execution.
  • Strategy Customization: Important parameters such as signal weights, thresholds, and stop losses can be adjusted to suit risk and trading styles.
  • Manual Enhancement: Incorporate market context analysis, additional indicators, and volatility adaptations to refine signal accuracy.
  • Risk Management: Utilize dynamic stop levels based on market conditions and maintain an optimal risk/reward ratio through backtesting.
  • Trading Style Suitability: Best for technical, trend-following, swing, and position traders who value backtesting and statistical evidence.
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