logo
Developers

EVWMA VWAP MACD Strategy [QuantNomad]

Script from: TradingViewSwingVolumeMomentumTrend following

This strategy utilizes MACD generated from the Equally Weighted Moving Average (EVWMA) and the Volume Weighted Average Price (VWAP), capturing trends in crypto markets on 2 to 8-hour timeframes. Users can adjust the EVWMA and smoothing lengths for the MACD and signal, facilitating a tailored trading approach.

Energy Transfer LP (ET)

+ EVWMA VWAP MACD Strategy [QuantNomad]

@ 2 h

1.33

Risk Reward

6,182.52 %

Total ROI

1185

Total Trades

Pfizer, Inc. (PFE)

+ EVWMA VWAP MACD Strategy [QuantNomad]

@ 4 h

1.20

Risk Reward

178.37 %

Total ROI

508

Total Trades

Sirius XM Holdings Inc. (SIRI)

+ EVWMA VWAP MACD Strategy [QuantNomad]

@ 1 h

1.15

Risk Reward

361.41 %

Total ROI

1078

Total Trades

Verizon Communications Inc. (VZ)

+ EVWMA VWAP MACD Strategy [QuantNomad]

@ 4 h

1.14

Risk Reward

116.93 %

Total ROI

473

Total Trades

AT&T Inc. (T)

+ EVWMA VWAP MACD Strategy [QuantNomad]

@ 1 h

1.14

Risk Reward

121.58 %

Total ROI

1072

Total Trades

Bank of America Corporation (BAC)

+ EVWMA VWAP MACD Strategy [QuantNomad]

@ 2 h

1.10

Risk Reward

734.60 %

Total ROI

1214

Total Trades
Create your account for free to see all 39+ backtests

Access filters, details, best timeframes, explore 100K+ backtests and more

Active Trades

Create your account to see on which symbols EVWMA VWAP MACD Strategy [QuantNomad] is currently trading on.

Guide

How does the EVWMA VWAP MACD Strategy [QuantNomad] strategy work ?

The EVWMA VWAP MACD Strategy developed by QuantNomad incorporates feedback from @cooney_s to analyze financial markets by using two distinct but related technical indicators: the Volume Weighted Average Price (VWAP) and the Exponential Volume Weighted Moving Average (EVWMA). These indicators, traditionally used to assess the average price a security has traded at, are constructed as the foundation for a Moving Average Convergence Divergence (MACD) approach, offering signals on the momentum of price changes.

In this strategy:

  • VWAP acts as a benchmark of the average price, factoring in both price and volume.
  • EVWMA provides a sensitivity to recent price fluctuations with a focus on volume.
  • The MACD is calculated based on the difference between the VWAP and EVWMA, identifying potential buy and sell signals.

Adjustability is a key component; users can apply their desired EVWMA length alongside two smoothing parameters for both the MACD and its accompanying signal line. The strategy has been noted to perform optimally within 2 to 8-hour timeframes, particularly for cryptocurrency markets.

How to use the EVWMA VWAP MACD Strategy [QuantNomad] strategy ?

This trading strategy identifies trend reversals through crossovers of two moving averages, entering trades when the fast MA crosses above the slow MA for long positions, and reverses for short positions; profits are taken when a specified profit target is reached or a stop loss is triggered.

To trade this strategy manually on TradingView:

  • Add two moving averages to your chart: a fast MA (e.g., 50-period) and a slow MA (e.g., 200-period).
  • Enter a long position when the fast MA crosses above the slow MA and vice versa for a short position.
  • Set a predefined profit target and stop loss level to exit positions — typically a risk-reward ratio ranging from 1:1 to 1:3.

How to optimize the EVWMA VWAP MACD Strategy [QuantNomad] trading strategy ?

The EVWMA VWAP MACD Strategy, tailored for cryptocurrency markets on 2 to 8-hour timeframes, can be fine-tuned further for manual trading. Improvements can be achieved by integrating additional analytical layers, confirming signals, and managing entries and exits. Here's a systematic plan:

  • Diversify Timeframes: While the strategy is optimized for 2 to 8-hour timeframes, consider analyzing longer timeframes for overarching trends and shorter timeframes for fine-tuning entry points.
  • Incorporate Price Action: Beyond relying on MACD signals alone, utilize price action patterns such as support/resistance levels, trendlines, and chart patterns to confirm potential entries and exits.
  • Use Volume Confirmation: Verify signals with volume indicators (like the On-Balance Volume) to ensure that breakouts and trend reversals are supported by market interest.
  • Apply Multiple MACDs: Experiment with MACDs on different settings to create a filter. For instance, require that both a short-term and a longer-term MACD agree before entering a trade.
  • Risk Management: Adjust position sizes based on the volatility of the trading pair being monitored. Use dynamic stop-losses and take-profit levels, adapting to the instrument's average price movements.
  • Optimize EVWMA Length: Testing various lengths for the EVWMA could yield more responsive or smoothed out trading signals, corresponding to market conditions.
  • Stochastic Oscillator: Integrate a stochastic oscillator to spot overbought or oversold conditions. Combine these signals with MACD crosses for an additional layer of trade confirmation.
  • Backtesting: Manually backtest with historical data to determine the most successful combinations of parameters and indicators for the chosen markets.
  • News and Events: Stay informed about key events and news that could impact the volatility and directionality of the cryptocurrency markets, adjusting strategies accordingly.
  • Continuous Learning: Keep abreast of new developments in technical analysis and assess how these might supplement or refine the current strategy.

These targeted improvements aim to enhance the robustness of the EVWMA VWAP MACD Strategy when applied manually, providing an edge in the dynamic cryptocurrency markets.

For which kind of traders is the EVWMA VWAP MACD Strategy [QuantNomad] strategy suitable ?

The EVWMA VWAP MACD Strategy is well-suited for traders focusing on mid-term market movements, particularly those who are comfortable trading on timeframes ranging from 2 to 8 hours. It is tailored for:

  • Technical Swing Traders: This strategy is ideal for those who specialize in swing trading, looking to capitalize on price movements within this specific interval.
  • Volume Analysis Enthusiasts: Traders who give prominence to volume data in their analysis will find the volume-centric approach of EVWMA and VWAP appealing.
  • Crypto Market Participants: Specifically adapted for the cryptocurrency domain, it fits traders seeking strategies crafted for the volatility and trends characteristic of crypto markets.
  • Indicators-Based Traders: Those who prefer using technical indicators as their primary tool for trade decision-making can leverage the quantitative aspect of this strategy.

Overall, it aligns with traders who favor a disciplined, indicators-based trading style with a clear focus on technical analysis and volume-driven price movements.

Key Takeaways of EVWMA VWAP MACD Strategy [QuantNomad]

  • Strategy Essence: Utilizes MACD derived from VWAP and EVWMA, targeting 2 to 8-hour crypto market timeframes.
  • Indicators Involved: Combines volume-weighted price trends (VWAP) with volume-sensitive moving averages (EVWMA) for momentum signals.
  • Trading Execution: Suitable for manual trading; involves adding specific moving averages, price action, and volume analysis for execution.
  • Enhancement Tips: Diversify timeframes, confirm with price action, apply multiple MACDs, and include volume and stochastic oscillators for robustness.
  • Risk Management: Employ dynamic stop-losses and position sizing; adjust parameters according to volatility and market conditions.
  • Optimizing Usage: Fine-tune EVWMA lengths and backtest various parameter combinations; stay informed on market-impacting news.
  • Trader Suitability: Best for technical swing traders, those focused on volume analysis, and individuals dedicated to technical indicator strategies.
Explore the best Trading & TradingView strategies

Stop trading blindly. Explore the best strategies among 100K+ backtests and improve your trading skills with data.

Start for free