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3 EMA + Stochastic RSI + ATR

Script from: TradingView

Swing

Trend following

Momentum

Volatility

The "3 EMA + Stochastic RSI + ATR" trading strategy combines three exponential moving averages (EMAs) for trend identification and entry signals—long positions when the price closes above the quickest EMA and short positions when below. Trade management includes a stop loss set to 1 Average True Range (ATR) from the entry price and a take profit of 4 ATRs. The Stochastic RSI crossover is optional and can be edited in the code.

Cardano / TetherUS (ADAUSDT)

+ 3 EMA + Stochastic RSI + ATR

@ Daily

1.16

Risk Reward

1,534.69 %

Total ROI

164

Total Trades

Cronos/Tether (CROUSDT)

+ 3 EMA + Stochastic RSI + ATR

@ Daily

1.12

Risk Reward

760.02 %

Total ROI

150

Total Trades

MNTUSDT SPOT (MNTUSDT)

+ 3 EMA + Stochastic RSI + ATR

@ 4 h

1.12

Risk Reward

148.66 %

Total ROI

236

Total Trades

Mantle (MNTUSD)

+ 3 EMA + Stochastic RSI + ATR

@ 4 h

1.11

Risk Reward

132.03 %

Total ROI

260

Total Trades

EGLD / TetherUS (EGLDUSDT)

+ 3 EMA + Stochastic RSI + ATR

@ Daily

1.10

Risk Reward

753.44 %

Total ROI

108

Total Trades

FIL / TetherUS (FILUSDT)

+ 3 EMA + Stochastic RSI + ATR

@ Daily

1.05

Risk Reward

69.17 %

Total ROI

101

Total Trades

Marpai, Inc. (MRAI)

+ 3 EMA + Stochastic RSI + ATR

@ Daily

1.28

Risk Reward

5.13 %

Total ROI

20

Total Trades

Tilray Brands, Inc. - Class 2 (TLRY)

+ 3 EMA + Stochastic RSI + ATR

@ 4 h

1.23

Risk Reward

27.84 %

Total ROI

202

Total Trades

Tilray Brands, Inc. - Class 2 (TLRY)

+ 3 EMA + Stochastic RSI + ATR

@ Daily

1.21

Risk Reward

16.81 %

Total ROI

89

Total Trades

NIFTY 50 (NIFTY)

+ 3 EMA + Stochastic RSI + ATR

@ 15 min

1.21

Risk Reward

72.99 %

Total ROI

1444

Total Trades

ZIM Integrated Shipping Services Ltd. (ZIM)

+ 3 EMA + Stochastic RSI + ATR

@ 2 h

1.17

Risk Reward

203.70 %

Total ROI

330

Total Trades

ChargePoint Holdings, Inc. (CHPT)

+ 3 EMA + Stochastic RSI + ATR

@ 2 h

1.17

Risk Reward

13.37 %

Total ROI

261

Total Trades
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Guide

How does the 3 EMA + Stochastic RSI + ATR strategy work ?

The 3 EMA + Stochastic RSI + ATR strategy, coded by Vaida Bogdan, triggers trades based on exponential moving average (EMA) crossovers combined with price action relative to the EMA lines. Here's the nutshell of how it operates:

  • A 'long' signal is generated when all three EMAs align in ascending order and the closing price is above the fastest EMA.
  • A 'short' signal is generated when the EMAs align in descending order with the closing price below the fastest EMA.
  • The RSI crossover feature is present but deactivated by default—you have the option to activate it in the code.
  • The strategy uses Adaptive Average True Range (ATR) to set a stop loss at 1x ATR from the entry price and a take profit at 4x ATR from the entry price, aiming for a favorable risk-reward ratio.
  • Date range inputs allow for backtesting over specific periods for efficiency and relevance.

Script features include plot functions for EMAs and order management based on conditions like date filtering and position size. Traders can customize the strategy by fine-tuning inputs such as the length and smoothing of the ATR, or the specific EMAs to follow. When active, this strategy visualizes entry points and exit levels directly on the TradingView chart for intuitive trade management.

How to use the 3 EMA + Stochastic RSI + ATR strategy ?

This trading strategy uses a triple EMA crossover system where a position is taken when the fast EMA crosses both the medium and slow EMAs while also closing above (for long positions) or below (for short positions) the fast EMA. A stop loss is placed at 1x ATR from the entry price, and a take profit is set at 4x ATR distance.

To trade this strategy manually on TradingView:

  • Apply three EMAs to your chart and set them to the periods of 8 (fast), 14 (medium), and 50 (slow).
  • Define long entry when: the 8 EMA is above the 14 EMA, which in turn is above the 50 EMA; and the closing price is above the 8 EMA. Define short entry when: the 8 EMA is below the 14 EMA, which in turn is below the 50 EMA; and the closing price is below the 8 EMA.
  • Calculate the Average True Range (ATR) with your preferred smoothing method over the last 14 periods.
  • Upon entry trigger, set a stop loss at 1x ATR away from the entry price. Set your take profit at 4x ATR away from the entry price for a 4:1 risk/reward ratio.
  • Exit positions when the stop loss or take profit levels are hit, or when the EMA conditions for entry are no longer met.

How to optimize the 3 EMA + Stochastic RSI + ATR trading strategy ?

Improving the "3 EMA + Stochastic RSI + ATR" strategy for manual trading can be achieved through targeted adjustments and supplemental analysis. These enhancements focus on refining entry signals, optimizing stop loss and take profit levels, and integrating price action and volume analysis for a more robust strategy.

Refining Entry Signals:

  • Integrate price patterns and candlestick formations with the EMA crossover signals to confirm entry points. For instance, bullish or bearish engulfing patterns around the crossover point can be a strong confirmation of trend.
  • Add a filter to enter trades only in the direction of the overall trend, as determined by higher timeframe analysis. A long-term moving average such as a 200-day EMA on a daily chart can be useful to gauge this overarching trend.
  • Utilize multi-timeframe confirmation, where crossovers on shorter timeframes are validated by alignment on longer timeframes, to increase the probability of successful trades.

Optimizing Stop Loss and Take Profit:

  • Introduce a trailing stop loss mechanism that moves the stop loss level to breakeven once the price moves in favor by at least 1 ATR.
  • Modify the take profit strategy using a scale-out method, partially closing the position at 2x ATR and moving the stop loss to breakeven for the remaining position, allowing for potential further gains while securing profits.
  • Implement a dynamic take profit based on key price levels such as recent support and resistance or pivot points, rather than a fixed ATR multiple.

Incorporating Additional Analysis:

  • Fuse volume analysis to confirm entry signals; for example, increasing volume on a bullish crossover may indicate stronger buyer commitment.
  • Assess market sentiment indicators and adjust trade expectations accordingly. During times of high volatility or market stress, consider reducing the position size or awaiting clearer signals.
  • Regularly review and adjust the periods of the EMAs and ATR based on the asset’s volatility and your trading timeframe to maintain sensitivity to market conditions.

Implementing these suggestions leads to a more adaptive and cautious approach to the "3 EMA + Stochastic RSI + ATR" strategy, tailored to a trader's risk tolerance and market conditions, ultimately aiming for improved performance.

For which kind of traders is the 3 EMA + Stochastic RSI + ATR strategy suitable ?

The "3 EMA + Stochastic RSI + ATR" strategy suits active traders who are comfortable with technical analysis and prefer a systematic approach to the markets. It’s tailored for:

  • Day traders: Due to the use of EMAs and Stochastic RSI which can provide frequent signals, it's ideal for those who trade daily and seek opportunities to capitalize on short-term price movements.
  • Swing traders: The ATR component assists in adapting to market volatility, providing a dynamic risk management tool that complements a swing trader’s need to capture medium-term trends.
  • Momentum traders: The reliance on moving average crossovers and Stochastic RSI makes it conducive for traders looking to ride the wave of a strong momentum.

This strategy aligns well with a trend-following trading style, where the focus is on entering trades in the direction of the prevailing trend as determined by the alignment of moving averages.

Key Takeaways of 3 EMA + Stochastic RSI + ATR

  • Strategy Overview: Utilizes a triple EMA cross system with Stochastic RSI and ATR for trend confirmation, risk management, and clear entry/exit signals.
  • How it Works: Longs initiated when price closes above the fastest EMA with EMAs in ascending order. Shorts when below and EMAs descend. Stop loss at 1x ATR, take profit at 4x ATR.
  • Usage Options: Automated via TradingView scripts, with configurable alerts, or through manual trading that leverages additional indicators and price action.
  • Optimization Tactics: Improve by incorporating price patterns, volume, and higher timeframe analysis to refine entries and trailing stop losses to protect gains.
  • Risk Management: A dynamic stop loss and take profit strategy, partial profit taking, and adjusting trading parameters based on market volatility and sentiment.
  • Applicability: Best for day traders and swing traders who follow a trend-focused, momentum-driven trading style.
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