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Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest

Script from: TradingView

Swing

Trend following

Momentum

The "Mix1: Ema Cross + Trend Channel [Gu5]" backtest hinges on moving average crossovers within a defined trend channel. It uses an SMA200 to confirm the overall trend direction, sending trade alerts only when both the EMA crossover and trend confirmation align. Recent updates include bug fixes and code optimization.

Aptos (APTOUSD)

+ Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest

@ 2 h

1.17

Risk Reward

361.52 %

Total ROI

336

Total Trades

Aptos (APTOUSD)

+ Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest

@ 4 h

1.12

Risk Reward

114.32 %

Total ROI

225

Total Trades

Meta Platforms, Inc. (META)

+ Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest

@ 4 h

2.37

Risk Reward

361.33 %

Total ROI

81

Total Trades

ChargePoint Holdings, Inc. (CHPT)

+ Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest

@ Daily

2.04

Risk Reward

108.49 %

Total ROI

43

Total Trades

Peloton Interactive, Inc. (PTON)

+ Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest

@ 4 h

1.82

Risk Reward

500.30 %

Total ROI

110

Total Trades

Affirm Holdings, Inc. (AFRM)

+ Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest

@ 2 h

1.80

Risk Reward

523.74 %

Total ROI

148

Total Trades

Tilray Brands, Inc. - Class 2 (TLRY)

+ Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest

@ Daily

1.63

Risk Reward

59.17 %

Total ROI

37

Total Trades

Peloton Interactive, Inc. (PTON)

+ Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest

@ Daily

1.51

Risk Reward

75.47 %

Total ROI

45

Total Trades
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Guide

How does the Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest strategy work ?

The "Mix1: Ema Cross + Trend Channel [Gu5] - Backtest" strategy is a composite technical analysis tool that utilizes various indicators for driving trading signals. The core of the strategy depends on two key components: exponential moving averages (EMAs) crossover and a trend channel filter based on a simple moving average (SMA) with a window period of 200 bars (SMA200).

The crossing of the shorter-term 26-period EMA and the medium-term 50-period EMA provides buy or sell alerts, but only if confirmed by the trend direction established by the SMA200. The strategy is further refined by establishing a trend channel around the SMA200, calculated using the Average True Range (ATR) with a specific multiplier to determine the channel's boundaries.

  • A bullish signal occurs when the price action is above the upper boundary of the trend channel, indicating a strong uptrend.
  • A bearish signal is indicated when the price action is below the lower boundary, suggesting a strong downtrend.
  • Within the channel, the market is considered to be ranging, and trades are filtered out.

The strategy includes optional features like a "Golden Cross" filter, where a long-term 200-period EMA can give additional confirmatory signals for stronger trends. Additionally, users can set a stop loss as a percentage of the entry price to manage risk.

How to use the Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest strategy ?

This trading strategy uses a combination of EMA (Exponential Moving Averages) crossovers and a trend channel to determine entry points. It goes long when the price is trending upwards above the EMA, and goes short when the price is trending downwards below the EMA. The script includes conditions for the golden cross, trading period settings, and stop-loss percentages.

To trade this strategy manually on TradingView:

  • Set up two EMAs with periods of 26 and 50 - when the EMA 26 crosses above EMA 50, this is a potential long entry signal. Conversely, when EMA 26 crosses below EMA 50, consider a short entry.
  • Add a 200-period SMA (Simple Moving Average) to establish the overall trend direction and calculate a channel using 0.618 times the ATR (Average True Range) to further refine the trend condition.
  • For a golden cross condition, check if the 50-period EMA crosses above the 200-period SMA (long signal) and vice versa for a death cross (short signal).
  • Define the trading session (optional) where the strategy should be active by setting the start and end times.
  • Implement a stop-loss mechanism at 1.5% away from the entry price.
  • Entry conditions:
    • Go long when the price is above the SMA, the EMA 26 is above EMA 50, and optionally, if the golden cross is true.
    • Go short when the price is below the SMA, the EMA 26 is below EMA 50, and optionally, if the death cross is true.
  • Close positions when the trend reverses or stop-loss is hit.

How to optimize the Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest trading strategy ?

Improving the "Mix1: Ema Cross + Trend Channel [Gu5] - Backtest" strategy with manual trading involves refining entry and exit points, enhancing trend confirmation, and embedding risk management measures. Here's how these enhancements can be applied:

  • Enhance Trend Confirmation: Instead of relying solely on the EMA cross, consider the position of the price relative to the SMA200 for stronger trend confirmation. If prices are consistently above the SMA200, it confirms a bullish trend, and vice versa for bearish trends.
    • Look for additional patterns such as flags, triangles, or wedges that signal a continuation of the trend.
    • Confirm entries with additional indicators like MACD or RSI for convergent signals.
  • Optimize EMA Parameters: Experiment with different periods for the EMAs to fit different markets or volatility conditions. For example, shorter periods may be more beneficial in fast-paced markets, while longer periods can filter out market noise in slower ones.
  • Implement Multiple Time Frame Analysis: Use higher time frames to confirm trend strength and lower time frames to pinpoint entry and exit points. For instance, ensure that the 1-hour and 4-hour charts agree on the trend direction before entering trades on a 15-minute chart.
  • Refined Exit Strategy: Instead of a flat percentage-based stop-loss, use volatility-adjusted stop losses like a Chandelier Exit or a trailing ATR stop to protect profits effectively and minimize losses.
  • Qualitative Analysis: Combine technical signals with fundamental analysis to align trading with broader market conditions. Economic indicators, news events, and market sentiment can provide context to the technical setup.
  • Performance Metrics Monitoring: Keep a trade journal and review metrics such as the win rate, risk-reward ratio, and average profitable trade versus average losing trade. Assess these metrics periodically and adjust the trading parameters or strategy rules accordingly.
  • Risk Management Enhancements: Rather than risking a flat percentage of capital per trade, use a variable approach based on the current account balance and the recent win-loss streak to determine risk allocation for new trades.

For which kind of traders is the Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest strategy suitable ?

The "Mix1: Ema Cross + Trend Channel [Gu5]" strategy is designed for traders who prefer a technical and systematic approach to the markets. It is particularly suitable for:

  • Swing traders: The use of SMA200 and EMA crossovers are well-suited for identifying medium-term trends and can capitalize on swings in market momentum.
  • Trend-following traders: This strategy's reliance on a trend channel and EMA crosses ensures that positions are taken in the direction of the prevailing trend, which aligns with a trend-following trading style.
  • Disciplined traders: By strictly adhering to crossing signals and the trend channel, this strategy requires a disciplined mindset to execute the trades consistently.
  • Traders utilizing multi-timeframe analysis: The strategy benefits from analysis across different time frames for confirming trade signals, making it advantageous for those who analyze markets from a broader perspective.

It is less appropriate for high-frequency or scalping traders due to the longer time frames involved.

Key Takeaways of Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest

Key takeaways:

  • Strategy essence: Employs EMA crossovers within a trend channel for trend confirmation and signal generation.
  • Working mechanism: Combines two EMAs (26, 50) with a trend confirming SMA200, alongside a trend channel based on ATR, for buy/sell alerts.
  • Automation potential: Highly automatable, especially with TradingView's alert system for entry signals.
  • Manual trading: Advisable to complement alerts with manual chart analysis to validate signals against larger market trends and patterns.
  • Improvement strategy: Optimize EMA settings, apply multiple time frame analysis, and integrate fundamental factors for better decision-making.
  • Risk management: Employ stop-loss methods, such as trailing ATR stops, tailored to volatility and personal risk tolerance.
  • Trader profile suitability: Best for swing and trend-following traders who value systematic, discipline-based approaches over short-term tactics.
  • Performance tracking: Maintain a trade journal to review and improve strategy performance based on real trading data.
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