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Moving Average Consecutive Up/Down Strategy (by ChartArt)

Script from: TradingView

Swing

Trend following

Momentum

Volume

This strategy buys or sells after identifying a series of consecutively higher or lower moving average values. It colors bars according to the raw moving average trend and the background in line with the consecutive moving average trend. It incorporates an experimental line that represents changes in the moving average, deriving from the "Consecutive Up/Down Strategy" on Tradingview.

GRT / TetherUS (GRTUSDT)

+ Moving Average Consecutive Up/Down Strategy (by ChartArt)

@ Daily

1.60

Risk Reward

6,598.59 %

Total ROI

45

Total Trades

APTUSDT SPOT (APTUSDT)

+ Moving Average Consecutive Up/Down Strategy (by ChartArt)

@ 4 h

1.41

Risk Reward

1,134.19 %

Total ROI

151

Total Trades

Cronos/Tether (CROUSDT)

+ Moving Average Consecutive Up/Down Strategy (by ChartArt)

@ Daily

1.39

Risk Reward

3,804.88 %

Total ROI

50

Total Trades

Shiba Inu / United States Dollar (SHIBUSD)

+ Moving Average Consecutive Up/Down Strategy (by ChartArt)

@ Daily

1.26

Risk Reward

1,662.50 %

Total ROI

40

Total Trades

SHIB / TetherUS (SHIBUSDT)

+ Moving Average Consecutive Up/Down Strategy (by ChartArt)

@ Daily

1.23

Risk Reward

657.67 %

Total ROI

41

Total Trades

IMX / US Dollar (IMXUSD)

+ Moving Average Consecutive Up/Down Strategy (by ChartArt)

@ 4 h

1.23

Risk Reward

475.57 %

Total ROI

192

Total Trades

Lucid Group, Inc. (LCID)

+ Moving Average Consecutive Up/Down Strategy (by ChartArt)

@ 2 h

1.93

Risk Reward

1,677.26 %

Total ROI

134

Total Trades

Robinhood Markets, Inc. (HOOD)

+ Moving Average Consecutive Up/Down Strategy (by ChartArt)

@ Daily

1.51

Risk Reward

59.94 %

Total ROI

19

Total Trades

Roivant Sciences Ltd. (ROIV)

+ Moving Average Consecutive Up/Down Strategy (by ChartArt)

@ Daily

1.41

Risk Reward

68.26 %

Total ROI

18

Total Trades

Lucid Group, Inc. (LCID)

+ Moving Average Consecutive Up/Down Strategy (by ChartArt)

@ 1 h

1.37

Risk Reward

932.62 %

Total ROI

231

Total Trades

Peloton Interactive, Inc. (PTON)

+ Moving Average Consecutive Up/Down Strategy (by ChartArt)

@ 1 h

1.30

Risk Reward

2,212.86 %

Total ROI

322

Total Trades

Caterpillar, Inc. (CAT)

+ Moving Average Consecutive Up/Down Strategy (by ChartArt)

@ 15 min

1.27

Risk Reward

181.35 %

Total ROI

658

Total Trades
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Guide

How does the Moving Average Consecutive Up/Down Strategy (by ChartArt) strategy work ?

The Moving Average Consecutive Up/Down Strategy by ChartArt triggers trades based on the behavior of a selected moving average. It examines whether there are a sufficient number of consecutive bars where the moving average value is either increasing for a long entry (bullish trend) or decreasing for a short entry (bearish trend).

  • The length of the moving average and the type (Simple, Exponential, Weighted, Linear Regression) is configurable.
  • Trades are signaled when the number of consecutive up or down bars meets the user-defined threshold.
  • Optional visual aids include coloring the bars according to the raw moving average trend, coloring the background to reflect consecutive trends, and drawing a line to mark changes in the moving average trend.
  • Bar color changes to green for an uptrend or red for a downtrend, while consecutive trends determine the background color.
  • A line marking the moving average trend change can be plotted, turning green when moving up and red when moving down.

The strategy is initiated by changing bar or background colors when the count of consecutive up or down bars surpasses the user’s preset limit.

How to use the Moving Average Consecutive Up/Down Strategy (by ChartArt) strategy ?

This trading strategy is based on monitoring consecutive increases or decreases in a selected moving average type over a specific number of bars. It enters long positions when there's a sequence of consecutive bars showing an increasing moving average and enters short positions when the moving average is consecutively decreasing.

To trade this strategy manually on TradingView:

  • Select the moving average (SMA, EMA, WMA, or Linear Regression) and set its length.
  • Define the number of consecutive bars with a higher (up trend) or lower (down trend) moving average value than the previous bar to trigger an entry.
  • Entry Condition: Enter a long position if there are at least as many consecutive bars with increasing moving average values as you've defined, or enter a short position if there are consecutive bars with decreasing values.
  • Exit Condition: Typically, exit conditions should be set according to one's risk management or when the trend indicated by the selected moving average type reverses.

How to optimize the Moving Average Consecutive Up/Down Strategy (by ChartArt) trading strategy ?

Improving the Moving Average Consecutive Up/Down Strategy for manual trading requires a nuanced approach that includes refinement of entry/exit triggers, incorporation of additional technical indicators for signal confirmation, and attention to market context. Here are focused improvements that can be made:

  • Adjust Moving Average Parameters: Tweak the length and type of the moving average based on the asset's volatility and your trading timeframe to optimize responsiveness and reduce lag.
  • Incorporate Price Action: Combine the moving average signals with price action patterns such as support/resistance levels, candlestick patterns, and trend lines to increase the probability of successful trades.
  • Volume Confirmation: Verify entries with volume indicators. An increase in volume on the trend direction adds confirmation to moving average signals, suggesting stronger momentum.
  • Use Multiple Time Frame Analysis: Confirm trends and signals by analyzing charts of different time frames. Entering trades that align with the larger trend tends to increase chances of success.
  • Implement Risk Management: Define clear stop-loss levels and take-profit targets based upon the moving average, average true range (ATR), or previous swing highs/lows. Consider a risk-reward ratio suitable for your trading style.
  • Add Oscillators: To avoid entering trades during overbought or oversold market conditions, employ oscillators like RSI or Stochastic. Look for divergences between price action and the oscillator as additional entry or exit signals.
  • Filter with Economic Calendar: Stay aware of high-impact news events that can cause erratic market movements, which can be detrimental to trend-following strategies. Avoid entering trades shortly before such events.
  • Backtest and Adjust: Manually backtest the strategy on historical data for different market conditions. Continuously adjust your strategy and rules to improve performance based on backtesting results.
  • Journaling and Review: Maintain a trading journal to log and review all trades. Reflect on the effectiveness of the strategy and make adjustments based on lessons learned from past trades.
  • Intuition and Market Sentiment: Supplement the strategy's indications with your own market analysis and sentiment evaluation to increase trade discernment.

For which kind of traders is the Moving Average Consecutive Up/Down Strategy (by ChartArt) strategy suitable ?

This strategy is designed for traders who favor a systematic, trend-following approach. It is particularly suited for day traders and swing traders who can capitalize on short to medium-term momentum in the markets. The strategy's reliance on moving average trends means it fits well within a technical analyst’s toolkit, where decisions are made primarily on chart patterns and historical price movements.

Style-wise, the strategy is:

  • Quantitative: It relies on numerical inputs and predefined logic to make trading decisions.
  • Disciplined: By using a strict set of rules, it is designed to avoid emotional trading and overtrading.
  • Adaptable: Traders with the ability to modify input parameters and tweak system rules will find it flexible enough to suit different market conditions.

Key Takeaways of Moving Average Consecutive Up/Down Strategy (by ChartArt)

Key takeaways:

  • Function: It acts on consecutive moving average trends to determine entry points for long or short trades.
  • User Pool: Ideal for quantitative, disciplined day and swing traders who depend on technical analysis.
  • Manual Trading: Requires moving average parameter adjustments and confirmation via price action and volume.
  • Automation: Can be used with TradingView alerts to signal potential entries, informed by the strategy logic.
  • Combination: Combining alerts with manual analysis fine-tunes entries and exits, considering broader market context.
  • Optimization: Includes refining moving average types/length and confirming trends with multiple time frame analysis.
  • Risk Management: Implement clear stop-loss and take-profit levels; consider economic news in decision-making.
  • Enhancement: Use additional oscillators for overbought/oversold insights and backtesting for strategy effectiveness.
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