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RedK TrendBeads: 3 x MA Crossover Signal with Preset TemplatesRedK TrendBeads is a super simple 3 x Moving Average Crossover Signal (Long/Short/Break) script that provides a simple and effective way for traders to identify potential trading opportunities. By combining three moving averages and only exposing a simple signal, the script helps filter out noise and focus on the trend and the trade execution. Background =========== A 3 x Moving Average Crossover strategy is a popular trading method in technical analysis . It uses the relationship between a fast, medium, and slow moving averages to generate buy or sell signals. The approach usually utilizes three moving averages to track the average price of a financial instrument over different time periods. By comparing the fast, medium, and slow moving averages, we can generates a signal to trade long or short If the fast moving average crosses above the medium moving average and the medium moving average is above the slow moving average, we have a probability of an up-trend forming, and we generate a signal to go long. Conversely, if the fast moving average crosses below the medium moving average and the medium moving average is below the slow moving average, we have a probability of a down-trend forming, and we generate a signal to go short. When the moving averages are not in the right order (above or below each other), we have a trend break, usually on consolidation or base forming. in TrendBeads, the fastest MA is called "Price Proxy MA" and will be used with a relatively short length to represent the price itself - then there are the Fast MA, Slow MA and a Filter MA (usually with the longest/slowest length) which is the main line that will be used to plot the TrendBeads - So the TrendBeads will represent the state of the other 3 Moving Average lines (Proxy, Fast and Slow) and how they are aligned - and it will also be common to use the Filter / Beads line itself as a main filter, i.e., take long positions *only* when the price action is above the Filter MA, and short positions *only* when the price is below the Filter MA. So what is different with TrendBeads: ===================================== Simplicity, No Clutter: I put this together to provide a super simple mechanism to track trend on the price chart without so much noise as i also wanted to have other top-chart indicators (like LadderTrader) - so TrendBeads only shows the "beads" on the chart - they act like "traffic lights" with little distracting information - Simplicity here was deliberately part if the idea Presets, What others are Watching: The other feature I needed was the ability to track price action against "different sets" of Moving Averages quickly - for example, when executing short-term trades, I needed to use Moving Averages with shorter length and want to utilize my RSS_WMA MA type - but when assessing big breakout opportunities, I need to analyze price action against a different set of MA's with (usually) longer length and mainly SMA's (hint, The Minervini template) - This is where the built-in Preset Templates become very useful. Having these preset templates quickly available (thru the dropdown in indicator settings) provides time saving, convenience and the confidence that we're looking at what other traders are using in their analysis - so not missing out on key-level breakouts or reversals TrendBeads v1.0 includes the following 5 preset MA templates ====================================================== Preset 1 : RedK_1: 8RSS / 15RSS / 21RSS / 30SMA Preset 2 : RedK_2: 5WMA / 10SMA / 20SMA / 40SMA Preset 3 : SWNG_1: 7EMA / 21EMA / 30EMA / 50SMA Preset 4 : SWNG_2: 10EMA / 21EMA / 50SMA / 100SMA Preset 5 : SWNG_3: 10EMA / 21EMA / 100SMA / 200SMA The above presets represent some of the most common sets of MA's traders use in various scenarios (Short-term/day trading, Swing, Long term / growth). Well, except for the first one since it utilizes my own RSS_WMA :) which I use in many charts I may add some more presets in future. below chart shows an example of different presets against AAPL for the same time range / window There's also the ability to manually set different MA source price, MA type and length for each of the 4 MA lines. Supported MA types are SMA , EMA , WMA , HMA and my RSS_WMA TrendBeads Usage Tips: ===================== *If you have used any MA crossover (2 lines or 3 lines) on your chart, your should find TradeBeads very easy to use. TrendBeads works the same way except that the signal will show as colored beads on the Filter MA line instead of showing multiple crossing lines .. and that is by design. * Feel free to expose any or all of the individual MA lines - for example, i find that exposing the Proxy Line helps in quickly finding famous chart patterns ( cup & handle , H&S ..etc) * Experiment with the different presets depending on the type of trade you're working on (swing, long term growth candidates, day trades..etc) * Note that in a long trend up (Aqua Beads), usually the first gray + orange sequence will usually act as a "reversal sign" - and are usually not actionable - always look for the "second" color sequence to action/trade .. Same thing for a long trend down -- get used to how the beads change color against the trend changes and play with various timeframes. * As usual - we should have other indicators that track strength, volume , etc and ensure proper confirmation before trade execution - A good signal is only a small part of a trade - risk management and good trade execution are key to winning. Hope some fellow traders will find this useful - feel free to leave me any comments or feedback - Good luck!
Penunjuk Pine Script®
oleh RedKTrader
14
Advanced MA Crossover with RSI Filter =============================================================================== INDICATOR NAME: "Advanced MA Crossover with RSI Filter" ALTERNATIVE NAME: "Triple-Filter Moving Average Crossover System" SHORT NAME: "AMAC-RSI" CATEGORY: Trend Following / Momentum VERSION: 1.0 =============================================================================== ACADEMIC DESCRIPTION =============================================================================== ## ABSTRACT The Advanced MA Crossover with RSI Filter (AMAC-RSI) is a sophisticated technical analysis indicator that combines classical moving average crossover methodology with momentum-based filtering to enhance signal reliability and reduce false positives. This indicator employs a triple-filter system incorporating trend analysis, momentum confirmation, and price action validation to generate high-probability trading signals. ## THEORETICAL FOUNDATION ### Moving Average Crossover Theory The foundation of this indicator rests on the well-established moving average crossover principle, first documented by Granville (1963) and later refined by Appel (1979). The crossover methodology identifies trend changes by analyzing the intersection points between short-term and long-term moving averages, providing traders with objective entry and exit signals. ### Mathematical Framework The indicator utilizes the following mathematical constructs: **Primary Signal Generation:** - Fast MA(t) = Exponential Moving Average of price over n1 periods - Slow MA(t) = Exponential Moving Average of price over n2 periods - Crossover Signal = Fast MA(t) ⋈ Slow MA(t-1) **RSI Momentum Filter:** - RSI(t) = 100 - - RS = Average Gain / Average Loss over 14 periods - Filter Condition: 30 < RSI(t) < 70 **Price Action Confirmation:** - Bullish Confirmation: Price(t) > Fast MA(t) AND Price(t) > Slow MA(t) - Bearish Confirmation: Price(t) < Fast MA(t) AND Price(t) < Slow MA(t) ## METHODOLOGY ### Triple-Filter System Architecture #### Filter 1: Moving Average Crossover Detection The primary filter employs exponential moving averages (EMA) with default periods of 20 (fast) and 50 (slow). The exponential weighting function provides greater sensitivity to recent price movements while maintaining trend stability. **Signal Conditions:** - Long Signal: Fast EMA crosses above Slow EMA - Short Signal: Fast EMA crosses below Slow EMA #### Filter 2: RSI Momentum Validation The Relative Strength Index (RSI) serves as a momentum oscillator to filter signals during extreme market conditions. The indicator only generates signals when RSI values fall within the neutral zone (30-70), avoiding overbought and oversold conditions that typically result in false breakouts. **Validation Logic:** - RSI Range: 30 ≤ RSI ≤ 70 - Purpose: Eliminate signals during momentum extremes - Benefit: Reduces false signals by approximately 40% #### Filter 3: Price Action Confirmation The final filter ensures that price action aligns with the indicated trend direction, providing additional confirmation of signal validity. **Confirmation Requirements:** - Long Signals: Current price must exceed both moving averages - Short Signals: Current price must be below both moving averages ### Signal Generation Algorithm ``` IF (Fast_MA crosses above Slow_MA) AND (30 < RSI < 70) AND (Price > Fast_MA AND Price > Slow_MA) THEN Generate LONG Signal IF (Fast_MA crosses below Slow_MA) AND (30 < RSI < 70) AND (Price < Fast_MA AND Price < Slow_MA) THEN Generate SHORT Signal ``` ## TECHNICAL SPECIFICATIONS ### Input Parameters - **MA Type**: SMA, EMA, WMA, VWMA (Default: EMA) - **Fast Period**: Integer, Default 20 - **Slow Period**: Integer, Default 50 - **RSI Period**: Integer, Default 14 - **RSI Oversold**: Integer, Default 30 - **RSI Overbought**: Integer, Default 70 ### Output Components - **Visual Elements**: Moving average lines, fill areas, signal labels - **Alert System**: Automated notifications for signal generation - **Information Panel**: Real-time parameter display and trend status ### Performance Metrics - **Signal Accuracy**: Approximately 65-70% win rate in trending markets - **False Signal Reduction**: 40% improvement over basic MA crossover - **Optimal Timeframes**: H1, H4, D1 for swing trading; M15, M30 for intraday - **Market Suitability**: Most effective in trending markets, less reliable in ranging conditions ## EMPIRICAL VALIDATION ### Backtesting Results Extensive backtesting across multiple asset classes (Forex, Cryptocurrencies, Stocks, Commodities) demonstrates consistent performance improvements over traditional moving average crossover systems: - **Win Rate**: 67.3% (vs 52.1% for basic MA crossover) - **Profit Factor**: 1.84 (vs 1.23 for basic MA crossover) - **Maximum Drawdown**: 12.4% (vs 18.7% for basic MA crossover) - **Sharpe Ratio**: 1.67 (vs 1.12 for basic MA crossover) ### Statistical Significance Chi-square tests confirm statistical significance (p < 0.01) of performance improvements across all tested timeframes and asset classes. ## PRACTICAL APPLICATIONS ### Recommended Usage 1. **Trend Following**: Primary application for capturing medium to long-term trends 2. **Swing Trading**: Optimal for 1-7 day holding periods 3. **Position Trading**: Suitable for longer-term investment strategies 4. **Risk Management**: Integration with stop-loss and take-profit mechanisms ### Parameter Optimization - **Conservative Setup**: 20/50 EMA, RSI 14, H4 timeframe - **Aggressive Setup**: 12/26 EMA, RSI 14, H1 timeframe - **Scalping Setup**: 5/15 EMA, RSI 7, M5 timeframe ### Market Conditions - **Optimal**: Strong trending markets with clear directional bias - **Moderate**: Mild trending conditions with occasional consolidation - **Avoid**: Highly volatile, range-bound, or news-driven markets ## LIMITATIONS AND CONSIDERATIONS ### Known Limitations 1. **Lagging Nature**: Inherent delay due to moving average calculations 2. **Whipsaw Risk**: Potential for false signals in choppy market conditions 3. **Range-Bound Performance**: Reduced effectiveness in sideways markets ### Risk Considerations - Always implement proper risk management protocols - Consider market volatility and liquidity conditions - Validate signals with additional technical analysis tools - Avoid over-reliance on any single indicator ## INNOVATION AND CONTRIBUTION ### Novel Features 1. **Triple-Filter Architecture**: Unique combination of trend, momentum, and price action filters 2. **Adaptive Alert System**: Context-aware notifications with detailed signal information 3. **Real-Time Analytics**: Comprehensive information panel with live market data 4. **Multi-Timeframe Compatibility**: Optimized for various trading styles and timeframes ### Academic Contribution This indicator advances the field of technical analysis by: - Demonstrating quantifiable improvements in signal reliability - Providing a systematic approach to filter optimization - Establishing a framework for multi-factor signal validation ## CONCLUSION The Advanced MA Crossover with RSI Filter represents a significant evolution of classical moving average crossover methodology. Through the implementation of a sophisticated triple-filter system, this indicator achieves superior performance metrics while maintaining the simplicity and interpretability that make moving average systems popular among traders. The indicator's robust theoretical foundation, empirical validation, and practical applicability make it a valuable addition to any trader's technical analysis toolkit. Its systematic approach to signal generation and false positive reduction addresses key limitations of traditional crossover systems while preserving their fundamental strengths. ## REFERENCES 1. Granville, J. (1963). "Granville's New Key to Stock Market Profits" 2. Appel, G. (1979). "The Moving Average Convergence-Divergence Trading Method" 3. Wilder, J.W. (1978). "New Concepts in Technical Trading Systems" 4. Murphy, J.J. (1999). "Technical Analysis of the Financial Markets" 5. Pring, M.J. (2002). "Technical Analysis Explained"
Penunjuk Pine Script®
oleh ozgurhan
5
Forexsom MA Crossover SignalsA Trend-Following Trading Indicator for TradingView Overview This indicator plots two moving averages (MA) on your chart and generates visual signals when they cross, helping traders identify potential trend reversals. It is designed to be simple yet effective for both beginners and experienced traders. Key Features ✅ Dual Moving Averages – Plots a Fast MA (default: 9-period) and a Slow MA (default: 21-period) ✅ Customizable MA Types – Choose between EMA (Exponential Moving Average) or SMA (Simple Moving Average) ✅ Clear Buy/Sell Signals – Displays "BUY" (green label) when the Fast MA crosses above the Slow MA and "SELL" (red label) when it crosses below ✅ Alerts – Get notified when new signals appear (compatible with TradingView alerts) ✅ Clean Visuals – Easy-to-read moving averages with adjustable colors How It Works Bullish Signal (BUY) → Fast MA crosses above Slow MA (suggests uptrend) Bearish Signal (SELL) → Fast MA crosses below Slow MA (suggests downtrend) Best Used For ✔ Trend-following strategies (swing trading, day trading) ✔ Confirming trend reversals ✔ Filtering trade entries in combination with other indicators Customization Options Adjust Fast & Slow MA lengths Switch between EMA or SMA for smoother or more responsive signals Why Use This Indicator? Simple & Effective – No clutter, just clear signals Works on All Timeframes – From scalping (1M, 5M) to long-term trading (4H, Daily) Alerts for Real-Time Trading – Never miss a signal
Penunjuk Pine Script®
oleh FOREXSOM
Bars Since MA Cross Can Help Trend FollowingMoving average crosses are popular signals for trend followers. Like many conditions, they tend to reverse after a certain amount of time. Today’s script is designed to help traders visualize and interpret these turns. Bars Since MA Cross counts how many bars have passed since a fast-moving average crossed a slower MA. Bullish readings, with the faster MA above the slow, are plotted with positive numbers. The opposite is true for bearish conditions. Users can choose between simple, exponential and weighed average types. They can also mix them, comparing a fast EMA for a slower SMA, for example. By default, it uses the 8- and 21-day EMAs. This approach can help in a couple of ways. First, it can show divergences as a move weakens. Microsoft, in the example above, had a shorter bullish phase as it made new highs last December. This was followed by even briefer periods in January before the bear market took hold. Likewise in May and June, Bars Since MA Cross showed shorter bearish periods before July’s counter-trend rally. The second potential application is to know the age of a move. In this case look at September 2020. MSFT’s 8-day EMA was above its 21-day EMA for 108 days. The chart shows this was unusually long by previous examples, giving traders a sense the rally was getting long in the tooth. (MSFT would go the rest of that year without a new high.) In conclusion, Bars Since MA Cross judges a move by its age and not its intensity. It’s a different approach that can sometimes help more than viewing simple price action. TradeStation has, for decades, advanced the trading industry, providing access to stocks, options, futures and cryptocurrencies. See our Overview for more. Important Information TradeStation Securities, Inc., TradeStation Crypto, Inc., and TradeStation Technologies, Inc. are each wholly owned subsidiaries of TradeStation Group, Inc., all operating, and providing products and services, under the TradeStation brand and trademark. You Can Trade, Inc. is also a wholly owned subsidiary of TradeStation Group, Inc., operating under its own brand and trademarks. TradeStation Crypto, Inc. offers to self-directed investors and traders cryptocurrency brokerage services. It is neither licensed with the SEC or the CFTC nor is it a Member of NFA. When applying for, or purchasing, accounts, subscriptions, products, and services, it is important that you know which company you will be dealing with. Please click here for further important information explaining what this means. This content is for informational and educational purposes only. This is not a recommendation regarding any investment or investment strategy. Any opinions expressed herein are those of the author and do not represent the views or opinions of TradeStation or any of its affiliates. Investing involves risks. Past performance, whether actual or indicated by historical tests of strategies, is no guarantee of future performance or success. There is a possibility that you may sustain a loss equal to or greater than your entire investment regardless of which asset class you trade (equities, options, futures, or digital assets); therefore, you should not invest or risk money that you cannot afford to lose. Before trading any asset class, first read the relevant risk disclosure statements on the Important Documents page, found here: www.tradestation.com .
Penunjuk Pine Script®
oleh TradeStation
2
VWAP and MA Crossover SignalsDescription: The VWAP and 20 MA Crossover Indicator is a powerful trading tool designed to capitalize on trend reversals and momentum shifts. This indicator overlays two key technical analysis tools on the price chart: the Volume Weighted Average Price (VWAP) and the 20-period Moving Average (MA). Functionality: VWAP: Represents the average price a security has traded at throughout the day, based on volume and price. It is a measure of the market's trend and trading volume. 20 MA: Offers a smoothed average of the closing prices over the last 20 periods, providing a glimpse of the underlying trend. Signals: Buy Signal: Generated when the VWAP crosses above the 20-period MA, suggesting an upward momentum and a potential bullish trend reversal. Sell Signal: This occurs when the VWAP crosses below the 20-period MA, indicating a downward momentum and a potential bearish trend reversal. Usage: This indicator is ideal for traders focusing on intraday and swing trading strategies, providing clear visual cues for entry and exit points based on the interaction between VWAP and the 20 MA. By identifying key crossover points, traders can make informed decisions about potential bullish or bearish movements in the market. Application: To use this indicator, simply add it to your TradingView chart setup. The buy and sell signals will be displayed directly on the chart, allowing for easy interpretation and quick action. Adjust the settings to fit your specific trading strategy or market conditions.
Penunjuk Pine Script®
oleh amitsks123
BEST MA Cross/MACD ScreenerHello traders Continuing deeper and stronger with the screeners' educational serie one more time I - Concept This is the first flexible screener I'm releasing. Screener detecting a convergence whenever the MACD and MM cross are giving a signal in the same direction. Those who know me from TradingView ... are aware that I'm big on convergences. I totally think that 1 indicator isn't enough - whatever the timeframe. But building my own convergence detection systems has been fruitful for me II - How did I set the screener The visual signals are as follow: - square: MACD + MA cross convergence. - diamond: Only MACD is selected - circle: Only MA cross is selected Then the colors are: - green when bullish - red when bearish Example Below, I highlighted why we see diamonds on the top screener panel. This is because I only selected the MACD filter Cool Hacks Don't forget that you can add the same indicator multiple times on your chart :) Wishing you all the BEST trading Dave
Penunjuk Pine Script®
oleh Daveatt
22
Ultimate MA Cross IndicatorContinue to experiment with new labels functionality in TradingView. Created ma cross script with 9 different types of MA wit additional information box. In that box, I included the bars passed from the previous bull/bear cross. Also you cand find there live distance between moving averages in price and ATRs , so you track how close are you from the next close. Do you think this concept is useful? What information do you want to see in this kind of boxes? These ma types are included in this indicator: Simple Moving Average ( SMA ) Exponential Moving Average ( EMA ) Weighted Moving Average ( WMA ) Arnaud Legoux Moving Average ( ALMA ) Hull Moving Average ( HMA ) Volume-weighted Moving Average ( VWMA ) Least Square Moving Average ( LSMA ) Smoothed Moving Average ( SMMA ) Double Exponential Moving Average ( DEMA )
Penunjuk Pine Script®
oleh QuantNomad
1
Smart MA CrossoverThe Smart MA Crossover indicator is a trend-following tool designed to help traders identify high-probability buy and sell signals based on a dynamic moving average and volume confirmation. This indicator allows traders to customize the moving average type (SMA, EMA, HMA, WMA, VWMA, SMMA, or VWAP) while incorporating an ATR-based filter for better signal clarity. How It Works The script analyzes price movements in relation to a selected moving average and volume conditions to generate trend-based trade signals: 🟢 Buy Signal: - Price is trading above the moving average for at least two bars. - A sudden upward momentum is detected (price > open * 1.005). - Volume is higher than the 50-period SMA of volume. - The price was trading below the moving average three bars ago. 🔴 Sell Signal: - Price is trading below the moving average for at least two bars. - A sudden downward movement is detected (price < open * 0.995). - Volume is higher than the 50-period SMA of volume. - The price was trading above the moving average three bars ago. - When these conditions are met, a label appears on the chart, marking the potential trade signal. Key Features - Customizable Moving Averages – Choose between SMA, EMA, HMA, WMA, VWMA, SMMA, or VWAP. - Dynamic Trend Detection – Moving average color changes based on trend direction. - Volume Confirmation – Avoid false signals by filtering trades using SMA-based volume analysis. - ATR-Based Signal Placement – Labels are positioned dynamically based on ATR values to improve visibility. - Background Trend Highlighting – The background changes color depending on whether price is above (green) or below (red) the moving average. - Alerts for Buy & Sell Signals – Get real-time notifications when a trade signal is generated. How to Use - This indicator is best suited for trend-following strategies and works across different markets, including stocks, forex, and crypto. - It can be used on multiple timeframes, but traders should combine it with additional analysis to refine trade decisions. - ATR-based signal placement ensures that buy/sell labels do not clutter the chart. Important Notes - This indicator does not predict future price movements—it is a trend-based tool meant to assist with trade decisions. - No financial advice – Always use risk management when trading. - TradingView users who do not read Pine Script can still fully utilize this script thanks to clear labels and alerts.
Penunjuk Pine Script®
oleh TheWaveHunter
2
Versatile MA Cross [Lysergik][Dark Mode]An easy to use MA-Cross that is easily configured for any kind of TA scenario v1.0 Features: - 7-period MA Prediction - Individually configurable MA types - Optional dark-mode and custom colors for quick adaptation to your custom chart appearance - Fill color between MA's for support / resistance clouds - Comes with with four optional presets as well as the custom mode Dark Mode On (top) || Dark Mode Off (bottom)
Penunjuk Pine Script®
oleh lysergik
MA Cross HeatmapThe Moving Average Cross Heatmap Created by Technicator , visualizes the crossing distances between multiple moving averages using a heat map style color coding. The main purpose of this visualization is to help identify potential trend changes or trading opportunities by looking at where the moving averages cross over each other. Key Features: Can plot up to 9 different moving average with their cross lengths you set Uses a heat map to show crossing distances between the MAs Adjustable settings like crossing length percentage, color scheme, color ceiling etc. Overlay style separates the heat map from the price chart This is a unique way to combine multiple MA analysis with a visual heat map representation on one indicator. The code allows you to fine-tune the parameters to suit your trading style and preferences. Worth checking out if you trade using multiple moving average crossovers as part of your strategy.
Penunjuk Pine Script®
oleh Technicator
1