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Improved EMA & CDC Trailing Stop Strategy

Script from: TradingView

LongTerm

Trend following

Momentum

Volatility

The "Improved EMA & CDC Trailing Stop Strategy" capitalizes on market trends through precise timing enabled by dual EMAs and the Chande Dynamic Convergence Divergence (CDC) for stop-loss management. Entries and exits are dictated by the relative positioning of the 60-period EMA to the 90-period and the MACD indicator's signals, coupled with strategic stops and profit targets based on the ATR. The visual chart display aids in identification of entry/exit points.

Cronos/Tether (CROUSDT)

+ Improved EMA & CDC Trailing Stop Strategy

@ 4 h

2.39

Risk Reward

23,904.12 %

Total ROI

53

Total Trades

Crypto.com Coin / United States Dollar (CROUSD)

+ Improved EMA & CDC Trailing Stop Strategy

@ 4 h

2.37

Risk Reward

491.66 %

Total ROI

35

Total Trades

XDC / Dollar (XDCUSD)

+ Improved EMA & CDC Trailing Stop Strategy

@ 1 h

2.04

Risk Reward

1,220.57 %

Total ROI

128

Total Trades

DOT / TetherUS (DOTUSDT)

+ Improved EMA & CDC Trailing Stop Strategy

@ 4 h

1.86

Risk Reward

1,355.80 %

Total ROI

59

Total Trades

KAIA / TetherUS (KAIAUSDT)

+ Improved EMA & CDC Trailing Stop Strategy

@ 15 min

1.77

Risk Reward

220.38 %

Total ROI

57

Total Trades

PEPE / TetherUS (PEPEUSDT)

+ Improved EMA & CDC Trailing Stop Strategy

@ 4 h

1.77

Risk Reward

914.23 %

Total ROI

22

Total Trades

Veralto Corp (VLTO)

+ Improved EMA & CDC Trailing Stop Strategy

@ 5 min

2.73

Risk Reward

10.24 %

Total ROI

16

Total Trades

Energy Transfer LP (ET)

+ Improved EMA & CDC Trailing Stop Strategy

@ Daily

2.36

Risk Reward

825.64 %

Total ROI

18

Total Trades

American Eagle Outfitters, Inc. (AEO)

+ Improved EMA & CDC Trailing Stop Strategy

@ Daily

2.06

Risk Reward

2,944.59 %

Total ROI

38

Total Trades

American Eagle Outfitters, Inc. (AEO)

+ Improved EMA & CDC Trailing Stop Strategy

@ 4 h

1.98

Risk Reward

151.37 %

Total ROI

50

Total Trades

Lucid Group, Inc. (LCID)

+ Improved EMA & CDC Trailing Stop Strategy

@ 1 h

1.68

Risk Reward

774.26 %

Total ROI

39

Total Trades

Safety Shot, Inc. (SHOT)

+ Improved EMA & CDC Trailing Stop Strategy

@ 15 min

1.62

Risk Reward

3,957.92 %

Total ROI

112

Total Trades
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Guide

How does the Improved EMA & CDC Trailing Stop Strategy strategy work ?

The Improved EMA & CDC Trailing Stop Strategy combines trend analysis with dynamic stop-loss management for trading on trend reversals or continuations. The strategy uses two EMAs: a 60-period EMA (Blue Line) for monitoring short-term price movements, and a 90-period EMA (Red Line) as an indicator of the long-term trend.

  • For a Long (Buy) Entry, all of the following conditions must be met:
    • Price is above the 60-period EMA.
    • The 60-period EMA is above the 90-period EMA.
    • The MACD line is above its signal line.
    • Price is above the CDC Trailing Stop ATR level.
  • For a Short (Sell) Entry, the opposite applies:
    • Price is below the 60-period EMA.
    • The 60-period EMA is below the 90-period EMA.
    • The MACD line is below its signal line.
    • Price is below the CDC Trailing Stop ATR level.
  • The Exit for either position (Long or Short) is triggered when:
    • The price hits the ATR-based profit target, or
    • The price breaks through the trailing CDC Stop ATR level.

The strategy scripts plot the EMAs and CDC Trailing Stop ATR levels on the chart. The MACD Histogram is also displayed to visualize momentum and trend direction. Traders using this strategy should perform

How to use the Improved EMA & CDC Trailing Stop Strategy strategy ?

This trading strategy utilizes a combination of EMA crossovers, MACD indicator signals, and ATR-based trailing stops and profit targets for entry and exit points in trading.

To trade this strategy manually on TradingView:

  • Indicators Used:
    • Exponential Moving Average (EMA) with periods of 60 and 90
    • Average True Range (ATR) with a period of 24
    • MACD with default settings (12, 26, 9)
  • Entry Conditions:
    • Go long when the price is above the 60-period EMA, the 60-period EMA is above the 90-period EMA, MACD line is above the MACD signal line, and the price is above a trailing stop calculated as (Close - ATR * 4).
    • Go short when the price is below the 60-period EMA, the 60-period EMA is below the 90-period EMA, MACD line is below the MACD signal line, and the price is below a trailing stop calculated as (Close + ATR * 4).
  • Exit Conditions:
    • Close a long position when the price reaches the profit target determined by (Close + ATR * 2) or drops below the trailing stop (Close - ATR * 4).
    • Close a short position when the price reaches the profit target determined by (Close - ATR * 2) or rises above the trailing stop (Close + ATR * 4).

How to optimize the Improved EMA & CDC Trailing Stop Strategy trading strategy ?

Enhancing the "Improved EMA & CDC Trailing Stop Strategy" with manual trading involves critical adjustments and the incorporation of additional technical analysis tools for more nuanced decision-making. The following plan outlines the steps for improvement:

  • Optimizing EMA Parameters: Instead of relying solely on the 60-period and 90-period EMAs, consider adding a shorter period EMA, such as a 30-period, to capture early trend changes. Furthermore, customize the periods based on the asset's volatility and the trader's risk appetite.
  • Refining the MACD Indicator: Adjust the MACD settings (fast length, slow length, signal smoothing) for the specific market and time frame being traded. Experiment with shorter lengths for faster signals in highly volatile markets or longer lengths for filtering noise in a more stable market.
  • Enhancing ATR-based Stops: Apply a more dynamic multiplier for the ATR calculation, taking into account the current market context. In high volatility conditions, consider increasing the multiplier to avoid being stopped out prematurely. In more stable conditions, a smaller multiplier could secure profits while allowing for natural market fluctuations.
  • Incorporating Price Action: Investigate candlestick patterns and support/resistance levels around EMA crossover points for additional confirmation of entries and exits. A bullish engulfing pattern or a bounce off support on a long entry may increase the chances of a successful trade.
  • Profit Target Reassessment: Set multiple profit targets based on key price levels identified through historical support and resistance, Fibonacci retracements, or pivot points. Move stops to breakeven when the first target is hit to ensure a risk-free trade thereafter.
  • Diversifying Time Frames: Conduct multi-time frame analysis to align trades with the broader trend. For instance, use a longer time frame to establish the overall trend direction, and trade within that direction on the trading time frame.
  • Adding a Sentiment Analysis Layer: Supplement technical analysis with market sentiment indicators, such as the Put/Call ratio or the VIX, to gauge trader sentiment and potential trend exhaustion or continuation.
  • Backtesting and Journaling: Maintain a detailed trading journal, documenting the trade rationale, execution, and outcome. Regularly backtest the adjusted strategy parameters over various market conditions for continuous improvement.

For which kind of traders is the Improved EMA & CDC Trailing Stop Strategy strategy suitable ?

This strategy is most suitable for traders who prefer technical analysis and are geared towards trend-following methodologies. Specifically, it caters to:

  • Swing Traders: Those looking to capture trends over days or weeks, thanks to the use of EMAs to identify and ride medium to long-term trends.
  • Active Day Traders: Traders who can benefit from the dynamic trailing stops for managing positions within the day in response to market volatility indicated by the ATR.
  • Traders with a Quantitative Focus: Individuals comfortable with customizing technical indicator settings and backtesting their strategies to optimize for current market conditions.

The trading style emphasized by the strategy is systematic and rules-based, relying on clear technical indicators for entry and exit signals. It's also adaptive, as it allows for adjustment of parameters such as the EMA periods and the ATR multiplier to suit different market environments or trading assets.

Key Takeaways of Improved EMA & CDC Trailing Stop Strategy

  • Strategy Essence: Utilizes EMA crossovers, MACD signals, and ATR-based trailing stops to dictate entry and exit points.
  • How it Works: Emphasizes a technical, systematic approach with specific conditions for long and short positions based on EMA and MACD relative positions, complemented by dynamic trailing stops for exit strategies.
  • Manual Trading: Involves additional technical analysis tools for trade confirmation and uses customizable indicator settings for EMA periods, MACD lengths, and ATR multipliers.
  • Optimization: Enhancements can be made by fine-tuning EMA periods, adjusting MACD settings, applying dynamic ATR multipliers, and incorporating price action and multiple profit targets.
  • Trader Suitability: Ideal for swing traders, active day traders, and those with a quantitative focus who are adept at modifying strategies to suit market conditions.
  • Risk Management: Uses ATR to adjust stop-loss levels to current market volatility, with the potential to move stops to breakeven to protect against downside.
  • Automation vs. Manual: Can be run as an automated strategy on TradingView or traded manually, with the option to use alerts to complement manual analysis.
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