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RSI-VWAP INDICATOR

Script from: TradingView

Swing

Momentum

Trend following

Volume

The RSI-VWAP Indicator combines the Relative Strength Index (RSI) with the Volume Weighted Average Price (VWAP), using VWAP values instead of typical closing prices to gauge the market's strength and trend. Backtesting involves laddering trades strategically to optimize entry prices and capitalize on the indicator's enhanced market analysis.

Alphabet Inc. (GOOG)

+ RSI-VWAP INDICATOR

@ 15 min

2.44

Risk Reward

152.47 %

Total ROI

186

Total Trades

Intel Corporation (INTC)

+ RSI-VWAP INDICATOR

@ 1 h

2.29

Risk Reward

243.62 %

Total ROI

25

Total Trades

S&P 500 index of US listed shares (SPX500)

+ RSI-VWAP INDICATOR

@ 1 h

1.91

Risk Reward

104.94 %

Total ROI

222

Total Trades

Pacific Gas & Electric Co. (PCG)

+ RSI-VWAP INDICATOR

@ 15 min

1.83

Risk Reward

121.47 %

Total ROI

181

Total Trades

SPDR S&P 500 ETF TRUST (SPY)

+ RSI-VWAP INDICATOR

@ 15 min

1.74

Risk Reward

71.83 %

Total ROI

192

Total Trades

Premium users only

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

@ 2 h

5.51

Risk Reward

277.38 %

Total ROI

47

Total Trades
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Guide

How does the RSI-VWAP INDICATOR strategy work ?

The RSI-VWAP Indicator combines the Relative Strength Index (RSI) with the Volume Weighted Average Price (VWAP). It modifies the traditional RSI by using VWAP as the price input to offer a different perspective on the current price strength relative to volume. VWAP gives a fair reflection of the market condition throughout the trading day, incorporating both price and volume.

  • The RSI-VWAP length input determines the period over which the VWAP is calculated.
  • Thresholds for overbought and oversold conditions are set, indicating potential reversal points.
  • A buy signal is triggered when the RSI-VWAP crosses over the oversold threshold, suggesting the start of an upward trend.
  • A sell signal or position close is prompted when the RSI-VWAP crosses under the overbought threshold, suggesting a potential downward move.
  • The strategy visually plots these buy and sell signals for easy identification, and uses color coding—red for overbought and lime for oversold conditions.
  • In the backtest setting, multiple trade entries (pyramiding) improve the average entry price, affecting the strategy's performance.

The RSI-VWAP Indicator allows traders to observe trend strength through the lens of volume, aiming for a more informed entry and exit decisions in the market.

How to use the RSI-VWAP INDICATOR strategy ?

This trading strategy uses the RSI of VWAP to generate trade signals. It enters a long position when the RSI crosses over the oversold threshold and exits when it crosses under the overbought threshold.

To trade this strategy manually on TradingView:

  • Apply the Volume Weighted Average Price (VWAP) indicator to your chart.
  • Calculate the Relative Strength Index (RSI) of the VWAP with a length of 17 periods.
  • Add two horizontal lines on the RSI indicator, one at the 19 level to represent the oversold condition and one at the 80 level to represent the overbought condition.
  • Enter a long position when the RSI of the VWAP crosses above the 19 level from below (oversold condition).
  • Exit the long position when the RSI of the VWAP goes below the 80 level from above (overbought condition).

How to optimize the RSI-VWAP INDICATOR trading strategy ?

Improving the RSI-VWAP Indicator strategy with manual trading involves refining entry and exit conditions, incorporating additional analysis for context, and employing trade management techniques. Here's a concise plan to enhance the strategy:

  • Adjusting RSI-VWAP Parameters: Begin by fine-tuning the RSI-VWAP length and the overbought/oversold levels to match the volatility and the momentum characteristics of the specific asset. This may involve backtesting different periods to find the optimal settings that produce the best historical results for your trading style.
  • Incorporating Price Action: Adding a layer of price action analysis can provide valuable insight. Look for patterns such as support and resistance levels, trend lines, or candlestick formations near the entry points provided by the RSI-VWAP crossover to confirm the strength of the signal.
  • Applying Multiple Time Frame Analysis: Analyze the asset on several timeframes to ensure that your trades are in line with the broader market trend. For instance, you may consider trading long positions only when both short-term and long-term trends are upward.
  • Utilizing Divergence: Pay attention to divergence between RSI-VWAP and price. A divergence occurs when, for example, the price makes a new high, but the RSI-VWAP does not. This can serve as an early warning sign that the current trend is weakening and may reverse soon.
  • Employing Additional Indicators: Supplement the RSI-VWAP with other technical indicators like Moving Averages or Bollinger Bands for more robust signals. This will help in filtering out false signals and focusing on high-probability trades.
  • Implementing Stop Loss and Take Profit: Manually set stop loss and take profit levels based on the asset's average volatility. Establishing a favorable risk to reward ratio will ensure that the gains from successful trades outweigh the losses from unsuccessful ones.
  • Managing Trades: Once in a trade, practice trade management by using trailing stops or taking partial profits at predetermined levels to protect from sudden market moves against your position.

By manually enhancing the strategy with these improvements, traders can tailor the RSI-VWAP indicator to better fit their individual risk tolerance, trading style, and the characteristics of the traded asset, potentially increasing the effectiveness of the strategy.

For which kind of traders is the RSI-VWAP INDICATOR strategy suitable ?

The RSI-VWAP Indicator strategy is tailored for traders who are comfortable with technical analysis and prefer to incorporate volume data into their trading decisions. This strategy suits:

  • Intraday Traders: Those who execute trades within a single trading day can benefit from the VWAP component, which is most relevant to short-term trading periods.
  • Momentum Traders: Traders looking to capitalize on market momentum will find the RSI's measurement of price velocity useful.
  • Quantitative Traders: This strategy suits traders who prefer a systematic, rule-based approach that can be quantitatively backtested.
  • Swing Traders: The strategy can also be adapted for those holding positions for several days by adjusting the RSI-VWAP parameters to suit longer timeframes.

The RSI-VWAP strategy allows for flexibility and can be tweaked to various trading styles, making it a versatile tool for many types of market participants.

Key Takeaways of RSI-VWAP INDICATOR

  • Strategy Essence: Combines RSI with VWAP, using volume data for more precise momentum analysis.
  • How It Works: Traders enter long positions when the RSI of VWAP crosses above oversold levels and exit when it crosses below overbought levels.
  • Manual Trading: Manually apply VWAP and RSI to confirm trade signals with additional technical analysis.
  • Optimization: Fine-tune parameters, overlay price action, use divergences, and apply multi-time frame analysis to enhance results.
  • Automation Potential: Can automate using TradingView scripts with the option of setting up alerts for trade signals.
  • Trader Suitability: Ideal for intraday and momentum traders, adaptable for quantitative and swing trading styles.
  • Risk Management: Implement stop loss and take profit, use trailing stops and scale out positions to manage trades proactively.
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