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MA Cross - Multi-Timeframe The MA cross is probably one of my favourite strategies because of its simplicity but it often gets overlooked for more complex strategies. The original author of this script is ChartArt, I have just added some extra controls and functions which are outlined below. I would just like to add that this is my first published script, everything I have learned about coding has been from studying and tinkering with many of the publicly available scripts on TV so I would like thank all the authors who give out this knowledge so freely! Updates - Converted to v4 - Made some graphical changes and provided more control over plots - Added RMA and VWMA - Added alerts Original script can be found here
Penunjuk Pine Script®
oleh AlphaBet_
2
Day Trading MA Crossover IndicatorDay Trading MA Crossover Indicator Overview The Day Trading MA Crossover Indicator is a simple yet effective tool designed for day traders to identify potential buy and sell opportunities based on moving average crossovers. It plots two customizable moving averages on your chart and generates clear visual signals when they cross, helping you spot trend reversals or continuations in fast-paced markets.This indicator is ideal for intraday trading on lower timeframes (e.g., 5-min, 15-min charts) but can be adapted for swing trading or higher timeframes. It's built with flexibility in mind, allowing you to tweak the MA lengths and types to suit your strategy.Key FeaturesMoving Average Crossovers: Generates "BUY" signals when the fast MA crosses above the slow MA (potential bullish entry) and "SELL" signals when it crosses below (potential bearish entry or exit). Visual Signals: Green "BUY" labels below bars for long entries and red "SELL" labels above bars for short entries or exits. Optional subtle background coloring highlights signals for quick spotting. Customizable Parameters:Fast MA Length (default: 9): Period for the shorter moving average. Slow MA Length (default: 21): Period for the longer moving average. MA Type (default: EMA): Choose between SMA (Simple), EMA (Exponential), or WMA (Weighted) for different smoothing behaviors. Overlay Mode: Plots directly on your price chart without cluttering separate panes. Lightweight and Efficient: Minimal computation for real-time performance on TradingView. How It WorksMoving Averages Calculation: The indicator computes two MAs based on your selected type and lengths using closing prices. Signal Detection: A buy signal triggers on an upward crossover (fast MA > slow MA), indicating potential momentum shift to the upside. A sell signal triggers on a downward crossunder (fast MA < slow MA), signaling possible downside momentum. Visual Aids: Signals appear as labeled shapes with optional background tints to emphasize key bars. Usage TipsFor Day Trading: Apply on volatile instruments like forex pairs, stocks, or crypto. Combine with support/resistance levels or other indicators (e.g., RSI for overbought/oversold confirmation) to filter false signals in ranging markets. Backtesting: Test on historical data to optimize MA lengths for your asset—shorter periods for aggressive trading, longer for smoother trends. Risk Management: Always use stop-losses and position sizing. Signals are not foolproof and work best in trending conditions. Customization: Adjust inputs via the indicator settings panel after adding it to your chart. Example SetupOn a 5-min EUR/USD chart: Use EMA (9/21) for quick crossovers. Look for buy signals above key support with increasing volume. Avoid choppy markets where frequent false crossovers ("whipsaws") can occur. This indicator is provided for educational and informational purposes only. It is not financial advice, and past performance does not guarantee future results. Trading involves risk; consult a professional advisor before using any strategy. If you have feedback or suggestions for improvements, feel free to comment!
Penunjuk Pine Script®
oleh crocodileuser21
[TehThomas] - MA Cross with DisplacementThis TradingView script, "MA Cross with Displacement," is designed to detect potential long and short trade opportunities based on moving average (MA) crossovers combined with price displacement confirmation. The script utilizes two simple moving averages (SMA) and highlights potential trade signals when a crossover occurs alongside a strong price movement (displacement). Why This Indicator is Useful This indicator enhances the standard moving average crossover strategy by incorporating a displacement condition, making trade signals more reliable. Many traders rely on moving average crossovers to determine trend reversals, but false signals often occur due to minor price fluctuations. By requiring a significant price movement (displacement), this indicator helps filter out weak or insignificant crossovers, leading to more high-probability trade opportunities. How It Works Calculates Two Moving Averages (MA) The user can set two different MA periods: MA 1 (blue line): Default period is 9 (shorter-term trend). MA 2 (red line): Default period is 21 (longer-term trend). These moving averages smooth out price fluctuations to identify overall trends. Detects Crossovers Bullish crossover: The blue MA crosses above the red MA + displacement candle → Potential long signal. Example of bullish cross with displacement: Bearish crossover: The blue MA crosses below the red MA + displacement candle → Potential short signal. Example of bearish cross with displacement: Confirms Displacement (Strong Price Move) A price displacement threshold is used (default: 1.1% of the previous candle size). For a valid trade signal, a crossover must occur alongside a strong price movement. Bullish Displacement Condition: Price increased by more than the threshold. Bearish Displacement Condition: Price decreased by more than the threshold. Visual Indicators on the Chart Bars are colored green when there is a bullish displacement. Bars are colored red when there is a bearish displacement. These color changes help traders quickly identify potential trade setups. How to Use the Indicator Add the Script to Your Chart Copy and paste the script into TradingView's Pine Script Editor. Click "Add to Chart" to activate it. Customize the Settings Adjust the moving average periods to fit your trading strategy. Modify the displacement threshold based on market volatility. Change the bar colors for better visualization. Look for Trade Signals Long Trade (Buy Signal) The blue MA crosses above the red MA (bullish crossover). A green bar appears, confirming bullish displacement. Short Trade (Sell Signal) The blue MA crosses below the red MA (bearish crossover). A red bar appears, confirming bearish displacement. Use in Conjunction with Other Indicators This indicator works best when combined with support & resistance levels, RSI, MACD, or volume analysis to improve trade accuracy. Final Thoughts The MA Cross with Displacement Indicator improves the reliability of moving average crossovers by requiring strong price movements to confirm a trade signal. This helps traders avoid false breakouts and weak trends, making it a powerful tool for identifying high-probability trades. __________________________________________ Thanks for your support! If you found this idea helpful or learned something new, drop a like 👍 and leave a comment—I’d love to hear your thoughts! 🚀 Make sure to follow me for more price action insights, free indicators, and trading strategies. Let’s grow and trade smarter together! 📈✨
Penunjuk Pine Script®
oleh TehThomas
TGFA Flexible Alerts Multi-MA CrossoversTGFA Flexible Alerts, Multi-MA Crossovers Description Flexible MA crossovers with BUY/SELL alerts, customizable candle colors, and an info box for ATR/volatility insights. Supports EMA/SMA/HMA/VWAP on any chart. Overview TGFA Flexible Alerts is a versatile Pine Script indicator for traders seeking customizable moving average (MA) crossovers, visual signals, and quick-reference metrics. It overlays crossover lines (e.g., fast EMA over slow SMA), generates BUY/SELL labels and alerts, colors candles based on themes, and includes an optional info box with ATR bands, support/resistance, and trend projections. Built for any symbol and timeframe (optimized for 1H intraday), it auto-detects Heikin Ashi charts and handles mixed MA types like responsive HMA with lagging EMAs. All logic uses built-in TA functions for reliability—no repainting on confirmed bars. Key Features MA Crossover Engine: Configurable lines (EMA, SMA, HMA, VWAP) with dynamic colors (HMA tints green/red based on slope). Enable/disable via inputs. Invert Signals Toggle: Flips BUY/SELL logic for mixed MA setups (e.g., HMA as fast line over EMA). Reasoning: Traditional crossovers assume a fast line (low lag) crossing above a slow line (high lag) for buys. HMA's hull design makes it ultra-responsive, so it may "lead" too aggressively—causing premature signals. Inverting aligns it with user intuition (e.g., HMA dipping below then recovering signals strength), reducing false positives in trending markets. Test on your pairs! Visual Alerts: BUY/SELL labels at crossover price (with optional price display and offset adjustment). Single MA Overlays: Independent plots for EMA/SMA/HMA/VWAP (length 0 to hide). Info Box: Real-time table with current price, ±1/2 ATR bands, median price (over lookback), trend (SMA50 slope), volatility % (ATR normalized), support/resistance (recent highs/lows), and reversal projections (tied to SMA50 pivot for up/down bias). Candle Coloring: 20+ themes (dark/light canvases) for bull/bear/reversal/low-volume bars—e.g., Emerald Blaze greens uptrends, dims on low vol. Toggle off for no changes. Chart Source Flexibility: Auto-switches to Heikin Ashi if detected; manual override for Regular/HA. Alerts fire on crossovers/crossunders (custom messages with ticker/interval). Open-source for forking. How to Use Add to Chart: Search in TradingView's public library, apply to any symbol (e.g., stocks, forex). Best on 1H for intraday, but works on daily/weekly too. Setup Crossovers: Choose Line 1/2 types/lengths (e.g., HMA 9 over SMA 20). Enable "Invert Signals" if using HMA—prevents lag mismatches in volatile assets. Alerts & Labels: Toggle labels for visuals; set TradingView alerts on "Buy"/"Sell" conditions. Use offset for crowded charts. Info Box Insights: Enable for quick scans—e.g., enter long near support if trend is bullish and price > median. Adjust ATR length (default 14) for sensitivity. Candle Themes: Pick a scheme (e.g., Neon Pulse for dark mode); it overrides bar colors without altering data. Customization Tip: For HMA-heavy setups, invert + short lengths (5-9) catch turns early; pair with volume filter in alerts. Limitations & Disclaimers - Designed for overlay on price charts; may overlap in tight ranges—adjust transparency via styles. HMA can repaint intra-bar; signals confirm on close. Not back tested for all assets—validate with strategy tester. Info box projections use SMA(50) as a trend pivot (same for up/down as reference); customize via code for advanced calcs. Candle colors are cosmetic only. This is an analysis tool, not advice. Trading involves risk; combine with fundamentals/news. Past performance isn't indicative of future results. No liability for losses. I'm still a newbie, so feedback encouraged! Thank you!! ThisGirl
Penunjuk Pine Script®
oleh thisgirl
2 MA Cross Cvg Dvg Slope Overview This indicator combines the Moving Average Convergence Divergence (MACD) and two Moving Averages (MAs) to assess market momentum and trend direction. It aims to provide insights into the strength and direction of price movements by analyzing the MACD line, MAs slopes, and MA crossovers. Instead of eyeballing the exact MA crossovers and MAs slope steepness on the chart and MACD line changes on separate panes, this indicator pixelate the overloaded information or multiple indicators interpretation into a KISS "boolean" decision making. Key Components MACD Line This line represents the difference between the fast MA and slow MA. It reflects short-term price momentum relative to the long-term trend. Moving Averages (MAs) Two types of MAs are utilized in this indicator: Fast MA (short-term): Often a 9-period MA or similar, which reacts quickly to price changes. Slow MA (long-term): Typically a 21-period MA or similar, which smooths out price fluctuations and identifies the longer-term trend. Indicator Logic MA Crossover: The crossover of the fast MA above the slow MA suggests a bullish trend, while a crossover below indicates a bearish trend. MA Slope Analysis: The indicator also considers the slopes of both the fast and slow MAs to determine the direction: Both MA Positive Slope: Indicates upward momentum or bullish trend. Both MA Negative Slope: Indicates downward momentum or bearish trend. One MA Positive Slope, the other Negative Slope: Indicates indecision. MACD Line: MACD Line consecutively increase means increasing positive momentum, vice versa. Interpretation Uptrend: When fast MA cross over slow MA. Indicator show "+" symbol at top zone with value 0.5. Additional Uptrend Confirmation: When both MAs have positive slope. Indicator show only green bar. Uptrend Upward Momentum: MACD Line increase when fast MA above slow MA. Indicator show "." symbol value 0.75. Uptrend Downward Momentum: MACD Line decrease when fast MA above slow MA. Indicator show "." symbol value 0.25. Indecision: When one of the MA has positive slope, but another MA has negative slope. Indicator showing both red and green bar. Downtrend: When fast MA cross under slow MA. Indicator show "+" symbol at bottom zone with value 0.5. Additional Downtrend Confirmation: When both MAs have negative slope. Indicator show only red bar. Downtrend Upward Momentum: MACD Line increase when fast MA below slow MA. Indicator show "." symbol value -0.25. Uptrend Downward Momentum: MACD Line decrease when fast MA below slow MA. Indicator show "." symbol value -0.75. Combination of above multiple interpretation can further derive different signal for Trend Starts, Trend Continuous, and Trend Reversals. Usage This indicator is valuable for traders seeking to: Identify entry and exit points based on single or multiple combination of MAs and MACD Line signals. Confirm trend direction using MAs cross over or cross under spotted easily with the "+" symbol above 0 or below 0. Double confirm the trend based on two MAs align slope direction. Understand momentum shifts and potential trend reversals with an easy 4 different dots at -0.75, -0.25, 0.25, and 0.75. Conclusion By combining MACD Line analysis with Moving Average slopes and crossovers, this indicator offers a comprehensive approach to assessing market momentum and trend direction. It provides clear signals for traders to make informed decisions on when to enter or exit positions, enhancing overall trading strategy effectiveness without the need of referring to multiple chart or zoom in and out of the price chart to identify the crossover and slope direction.
Penunjuk Pine Script®
oleh glennleekg
2
Alg0 Hal0 Dual MA CrossroadThe Alg0 ۞ Hal0 Dual MA Crossroad is a simple, yet high-precision trend-following indicator designed to eliminate the common pitfalls of standard Moving Average systems: lag and lack of context. By combining responsive MA algorithms with a sophisticated momentum "streak" engine, this tool provides a comprehensive view of market structure. 1. Advanced MA Algorithms Unlike standard crossovers, this tool allows you to select from 8 different calculation methods for both the Fast and Slow lines. ZLEMA (Zero Lag EMA): Uses a de-lagging formula to track price turns faster than a standard EMA. DEMA (Double EMA): Provides a smoother, faster alternative to the single EMA. HMA (Hull MA): Optimized for reducing lag while maintaining a smooth curve. VWMA (Volume Weighted): Weights the trend by volume, showing where the "smart money" is moving. 2. Signal Engine & Momentum Streaks The indicator looks for two primary signals: The Crossroad: A classic crossover between the Fast and Slow MAs. Momentum Streaks: Identifies "3-bar power moves" (3 consecutive higher closes or lower closes). These often precede or confirm a crossover, allowing for earlier entries or trend-reinforcement. 3. Smart Visuals & Label Management ATR-Based Offsets: Labels are dynamically positioned based on current market volatility (ATR). This prevents "price clutter," ensuring labels remain visible above or below candles regardless of the asset's price. Slope-Based Coloring: MA lines change color based on their internal slope (Bullish vs. Bearish), providing instant visual feedback on momentum shifts before a cross actually occurs. Clean Charting: Use the Label Count Limit to prevent your chart history from becoming bogged down with old signals. 4. Integrated Intelligence Alerting The alert system is designed for professional use. Instead of a simple "Cross Up," the webhook or popup provides a detailed report: Trend Bias: Identifies if the current price is above/below the slow MA. Volume Context: Automatically detects if the signal is occurring on high relative volume. Signal Specifics: Tells you exactly which MA types crossed and if a momentum streak was detected. How to Trade with this Indicator The Core Setup: Look for a ZLEMA (Fast) cross over an EMA (Slow) for a balance of speed and stability. Confirmation: Wait for a Momentum Streak alert in the direction of the crossover to confirm high-probability continuation. Trend Riding: Stay in the trade as long as the MA Slope Color remains consistent with your direction. Settings Glossary Fast/Slow MA Type: Choose your calculation algorithm. ATR Mult (Label Offset): Increase this if labels are too close to the candles. Label Count Limit: Limits the number of labels kept on the chart to improve performance.
Penunjuk Pine Script®
oleh inspyr24
Smart MA Crossover█ OVERVIEW "Smart MA Crossover" is a technical analysis indicator designed to enhance the effectiveness of strategies based on MA crossovers, combining classic moving average crossovers with breakouts from boxes and dynamic trend visualizations. The indicator is fully customizable—you can freely adjust both parameters and graphical elements. █ CONCEPTS Trading approaches based solely on moving average crossover moments generate a large number of false signals. Smart MA Crossover was created to improve this statistic. That's why boxes are added, which are formed from the candle where the MA crossover occurred and generate signals only upon breakout from them. The boxes have bullish (green) and bearish (red) colors. By default, the show_only_matching filter is enabled, displaying entry signals only when the breakout direction matches the box color (e.g., only upward for a bullish box). Boxes are by default the size of the candle on which the crossover occurred, but their size can be adjusted to suit your strategy via an optional average candle size multiplier. █ FEATURES - Moving Averages: Two configurable MAs (fast_length, default 10; slow_length, default 30) with selectable type (SMA, EMA, WMA, HMA, VWMA). Optionally displayed with gradient fill between them (color depends on trend: green for uptrend, red for downtrend). - MA Gradient and Candle Coloring: Enable gradient fill between MAs (transparency: gradient_opacity, default 85) and dynamic candle coloring based on trend (green/red). - Fog Gradient Trend: Multi-layered gradient "fog" around hl2, consisting of 5 levels up and down, with offset based on average candle size (offset_mult, default 0.7) and increasing transparency (base_transp, default 80; transp_inc, default 4). Fog colors are dynamic (green/red). - Breakout Boxes: Created at the moment of MA crossover, extending to the right. Box height optionally multiplied by average candle size (use_box_multiplier, box_multiplier, default 1.0). Boxes close and generate a signal when price breaks out beyond the top/bottom edge. Signals: - Triangles: Green downward triangles (buy breakout) below the bar, red upward triangles (sell breakout) above the bar—only on breakouts matching direction (if show_only_matching = true). When the matching filter is disabled, every box generates a signal based not on the MA crossover, but on the breakout direction. - Labels: “BUY” (green, below bar) and “SELL” (red, iabove bar) with transparent background (transparency 40). - Matching Filter: The show_only_matching option limits signals to breakouts consistent with box direction (bullish box → only buy, bearish → only sell). - Visualization: Gradient MA lines, fill between MAs, multi-layered fog with increasing transparency, boxes with transparent background (85) and colored borders, dynamic trend colors. - Alerts: Built-in alerts for BUY and SELL signals (with message including ticker and timeframe). █ HOW TO USE Add to Chart: Apply the indicator via Pine Editor or the Indicators menu on TradingView. Configure Settings: - MA Settings: Adjust fast (fast_length, default 10) and slow (slow_length, default 30) MA lengths and type (ma_type, default SMA). - Visualization: Enable/disable MA lines (show_ma_lines), MA gradient (use_gradient_ma), fog trend (show_fog), candle coloring (color_candles). - Boxes and Breakouts: Enable candle size multiplier (use_box_multiplier) and set value (box_multiplier, default 1.0). Enable signal filter (show_only_matching). - Signals: Choose type (signal_type): Triangles or Labels (Buy/Sell). - Fog Trend: Adjust offset (offset_mult), base transparency (base_transp), and increment (transp_inc). Select trend colors (col_up, col_dn). Signal Interpretation: - Buy Signals: Green triangles below the bar or “BUY” label—on upward breakout from a bullish box (after bull cross). - Sell Signals: Red triangles above the bar or “SELL” label—on downward breakout from a bearish box (after bear cross). - Fog and Gradient: green fog/fill = uptrend; red = downtrend. - Boxes: Active boxes indicate potential breakout zones; their closure confirms the move. Signal Confirmation: Use with other tools, such as support/resistance levels, volume, or additional MAs to filter false crossovers. █ APPLICATIONS - MA Cross Strategies: Replace classic crossovers—boxes and breakouts eliminate many false signals, thereby increasing effectiveness. Confirm with other indicators, e.g., RSI, Fibonacci, FVG, pivot levels. - Trend Following: Can be used as a classic trend indicator, especially with larger MA values. █ NOTES - Test the indicator across different timeframes and assets, adjusting MA lengths and box multiplier to market volatility. - In consolidating markets, the indicator generates more false signals.
Penunjuk Pine Script®
oleh Uncle_the_shooter
6
IU Higher Timeframe MA Cross StrategyIU Higher Timeframe MA Cross Strategy The IU Higher Timeframe MA Cross Strategy is a versatile trading tool designed to identify trend by utilizing two customizable moving averages (MAs) across different timeframes and types. This strategy includes detailed entry and exit rules with fully configurable inputs, offering flexibility to suit various trading styles. Key Features: - Two moving averages (MA1 and MA2) with customizable types, lengths, sources, and timeframes. - Both long and short trade setups based on MA crossovers. - Integrated risk management with adjustable stop-loss and take-profit levels based on a user-defined risk-to-reward (RTR) ratio. - Clear visualization of MAs, entry points, stop-loss, and take-profit zones. Inputs: 1. Risk-to-Reward Ratio (RTR): - Defines the take-profit level in relation to the stop-loss distance. Default is 2. 2. MA1 Settings: - Source: Select the data source for calculating MA1 (e.g., close, open, high, low). Default is close. - Timeframe: Specify the timeframe for MA1 calculation. Default is 60 (60-minute chart). - Length: Set the lookback period for MA1 calculation. Default is 20. - Type: Choose the type of moving average (options: SMA, EMA, SMMA, WMA, VWMA). Default is EMA. - Smooth: Option to enable or disable smoothing of MA1 to merge gaps. Default is true. 3. MA2 Settings: - Source: Select the data source for calculating MA2 (e.g., close, open, high, low). Default is close. - Timeframe: Specify the timeframe for MA2 calculation. Default is 60 (60-minute chart). - Length: Set the lookback period for MA2 calculation. Default is 50. - Type: Choose the type of moving average (options: SMA, EMA, SMMA, WMA, VWMA). Default is EMA. - Smooth: Option to enable or disable smoothing of MA2 to merge gaps. Default is true. Entry Rules: - Long Entry: - Triggered when MA1 crosses above MA2 (crossover). - Entry is confirmed only when the bar is closed and no existing position is active. - Short Entry: - Triggered when MA1 crosses below MA2 (crossunder). - Entry is confirmed only when the bar is closed and no existing position is active. Exit Rules: - Stop-Loss: - For long positions: Set at the low of the bar preceding the entry. - For short positions: Set at the high of the bar preceding the entry. - Take-Profit: - For long positions: Calculated as (Entry Price - Stop-Loss) * RTR + Entry Price. - For short positions: Calculated as Entry Price - (Stop-Loss - Entry Price) * RTR. Visualization: - Plots MA1 and MA2 on the chart with distinct colors for easy identification. - Highlights stop-loss and take-profit levels using shaded zones for clear visual representation. - Displays the entry level for active positions. This strategy provides a robust framework for traders to identify and act on trend reversals while maintaining strict risk management. The flexibility of its inputs allows for seamless customization to adapt to various market conditions and trading preferences.
Strategi Pine Script®
oleh Shivam_Mandrai
Adaptive MA Crossover with ATR-Based Risk MarkersDescription: The Cross MA Entry Indicator with ATR-Based Stop-Loss and Take-Profit Markers is a powerful tool designed to help traders identify trend-following opportunities while managing risk effectively. By combining customizable moving average (MA) crossovers with ATR-based stop-loss (SL) and take-profit (TP) markers, this indicator provides a complete entry and risk management framework in a single script. Unique Features: 1. Versatile Moving Average Combinations: The indicator allows users to select from four types of moving averages—SMA, EMA, DEMA, and TEMA—for both fast and slow lines, enabling a variety of crossover configurations. This flexibility helps traders tailor entry signals to specific trading strategies, asset types, or market conditions, enhancing the adaptability of the indicator across different styles and preferences. 2. ATR-Based Dynamic Risk Management: Leveraging the Average True Range (ATR), the indicator dynamically calculates stop-loss and take-profit levels based on market volatility. This approach adjusts to changing market conditions, making it more responsive and reliable for setting realistic, volatility-based risk parameters. 3. Customizable Risk/Reward Ratio: Users can define their preferred risk/reward ratio (e.g., 2:1, 3:1) to tailor take-profit levels relative to stop-loss distances. This feature empowers traders to align trades with their individual risk management strategies and objectives, while maintaining consistency and discipline in execution. 4. Streamlined Visualization of Entry and Risk Levels: Upon a crossover, the indicator places discrete markers at the calculated SL and TP levels, avoiding clutter while providing traders with an immediate view of potential risk and reward. Small dots represent SL and TP levels, offering a clean, clear display of critical decision points. How to Use: 1. Entry Signals from MA Crossovers: This indicator generates entry signals when the selected moving averages cross, with green markers indicating long entries and red markers indicating short entries. The customizable MA selection enables traders to optimize crossover signals for various timeframes and asset classes. 2. Integrated Risk Markers: SL and TP levels are shown as small dots at the crossover point, based on the ATR multiplier and risk/reward ratio settings. These markers allow traders to quickly visualize the defined risk and potential reward for each entry. This indicator offers a comprehensive solution for trend-following strategies by combining entry signals with adaptive risk management. Suitable for multiple timeframes, it allows for backtesting and adjustments to ATR and risk/reward parameters for improved alignment with individual trading goals. As with all strategies, thorough testing is recommended to ensure compatibility with your trading approach.
Penunjuk Pine Script®
oleh bullhead09
Volume-Weighted MA Crossover [AlphaAlgos]Volume-Weighted MA Crossover Overview: The Volume-Weighted MA Crossover is a sophisticated trend-following indicator designed to capture reliable trend reversals and trend continuation signals using volume and price action. By combining the power of Volume-Weighted Moving Averages (VWMA) and the simplicity of Simple Moving Averages (SMA) , this indicator provides a more robust and reliable trend filter. It ensures that trend signals are supported by strong market volume, offering a deeper insight into market strength and potential price movements. How It Works: The Volume-Weighted MA Crossover indicator calculates a Volume-Weighted Moving Average (VWMA) of the chosen price source (typically close ), which takes into account both the price and volume of each bar. This ensures that price movements with higher volume are weighted more heavily, providing a better reflection of actual market sentiment. In conjunction with the VWMA, a traditional Simple Moving Average (SMA) is used to filter out noise and smooth price data, providing a more stable trend direction. The crossover between the VWMA and SMA serves as the primary trading signal: Long Signal (Bullish Crossover) : The VWMA crosses above the SMA, indicating that a strong bullish trend is likely underway, supported by increased volume and price action. Short Signal (Bearish Crossover) : The VWMA crosses below the SMA, signaling that a bearish trend is emerging, backed by decreasing volume and price reversal. The Volume-Weighted MA Crossover can be used as a standalone indicator or in conjunction with other tools to enhance your trading strategy, offering both trend-following and volume confirmation. Key Features: Volume Sensitivity : The VWMA adjusts the moving average based on volume, providing a more accurate representation of price action during high-volume periods. This makes the indicator more sensitive to market dynamics, ensuring that price movements during significant volume spikes are prioritized. Trend Confirmation : The crossover of the VWMA and SMA offers clear and actionable signals, helping traders identify trend reversals early and with more confidence. Clean Signal Presentation : With color-coded signal markers , this indicator makes it easy to spot actionable entry points. Customizable Settings : Tailor the VWMA and SMA periods, volume multiplier, and source price according to your preferred market conditions and timeframes, allowing the indicator to fit your trading style. How to Use It: Trend Direction : Look for crossovers between the VWMA and SMA to identify potential trend changes: Volume Confirmation : The volume-weighted aspect of this indicator ensures that trends are confirmed by volume. A bullish trend with a VWMA crossing above the SMA suggests that the upward movement is supported by strong market sentiment (high volume). Conversely, a bearish trend with a VWMA crossing below the SMA indicates a reversal is supported by volume reduction. Trend Continuation & Reversal : This indicator works particularly well during strong trending markets. However, it can also identify potential reversals, particularly during periods of high volume and rapid price changes. Best Timeframe to Use: This indicator is adaptable to multiple timeframes and can be used across various market types. However, it tends to work most effectively on medium to long-term charts (such as 1-hour, 4-hour, and daily charts) where trends have the potential to develop more clearly and with more volume participation. Ideal for: Trend-following traders looking for reliable signals that are confirmed by both price action and volume. Swing traders who want to enter trades at the beginning of a new trend or after a confirmed trend reversal. Day traders seeking clear and easy-to-read signals on intra-day charts, helping to pinpoint optimal entry and exit points during volatile market conditions. Conclusion: The Volume-Weighted MA Crossover is an essential tool for any trader looking to improve their trend-following strategy. By incorporating both volume and price action into a VWMA and SMA crossover , it offers a more refined approach to identifying and confirming trends. Whether you're a trend follower , swing trader , or day trader , this indicator provides clear, actionable signals backed by volume confirmation, giving you the confidence to execute your trades with precision.
Penunjuk Pine Script®
oleh AlphaNatt
Screener MA CrossThe Screener MA Cross is an efficient tool designed to help traders quickly identify potential buy and sell signals across multiple currency pairs and timeframes. This script monitors the crossover behavior of two moving averages (MA8 and MA50) to determine possible entry points for trades. Key Features: Multi-Pair Monitoring: The indicator allows users to screen popular assets, including XAUUSD, US30, GBPUSD, EURUSD, USDJPY, USDCAD, and GBPJPY. You can add or remove symbols based on your preference. Dual Timeframe Analysis: It tracks moving average crossovers on both 15-minute and 1-hour charts, giving users insights into short-term and medium-term trends without switching between timeframes. Color-Coded Signals: Green: Indicates a bullish "Buy" signal when the MA8 crosses above the MA50, suggesting upward momentum. Red: Indicates a bearish "Sell" signal when the MA8 crosses below the MA50, signaling downward momentum. Gray: Represents a neutral or no-cross state, indicating no clear trend. Clean Table Format: Displays all relevant signals directly on your chart in a structured, easy-to-read table format, allowing you to quickly scan and assess trading opportunities. How It Works: The script uses moving averages (MA8 and MA50) to analyze crossover patterns, a common method for identifying trend changes. A crossover occurs when a shorter moving average (MA8) crosses above or below a longer moving average (MA50). By requesting data from the 15-minute and 1-hour timeframes, the Screener MA Cross provides a clear overview of the market situation across various assets, helping you decide on potential trades. This tool is particularly useful for trend-following strategies and can be used to spot momentum shifts on smaller timeframes, making it ideal for day traders and scalpers. How to Use: Add the indicator to your chart and customize the asset symbols to match your trading preferences. Monitor the signals on the table. Green signals indicate potential buying opportunities, while red signals suggest possible selling points. Use alongside other analysis: While the Screener MA Cross offers valuable insights, it's best used in combination with other indicators and analysis techniques to confirm trade setups.
Penunjuk Pine Script®
oleh fbrit
Enhanced MA Crossover Pro📝 Strategy Summary: Enhanced MA Crossover Pro This strategy is an advanced, highly configurable moving average (MA) crossover system designed for algorithmic trading. It uses the crossover of two customizable MAs (a "Fast" MA 1 and a "Slow" MA 2) as its core entry signal, but aggressively integrates multiple technical filters, time controls, and dynamic position management to create a robust and comprehensive trading system. 💡 Core Logic Entry Signal: A bullish crossover (MA1 > MA2) generates a Long signal, and a bearish crossover (MA1 < MA2) generates a Short signal. Users can opt to use MA crossovers from a Higher Timeframe (HTF) for the entry signal. Confirmation/Filters: The basic MA cross signal is filtered by several optional indicators (see Filters section below) to ensure trades align with a broader trend or momentum context. Position Management: Trades are managed with a sophisticated system of Stop Loss, Take Profit, Trailing Stops, and Breakeven stops that can be fixed, ATR-based, or dynamically adjusted. Risk Management: Daily limits are enforced for maximum profit/loss and maximum trades per day. ⚙️ Key Features and Customization 1. Moving Averages Primary MAs (MA1 & MA2): Highly configurable lengths (default 8 & 20) and types: EMA, WMA, SMA, or SMMA/RMA. Higher Timeframe (HTF) MAs: Optional MAs calculated on a user-defined resolution (e.g., "60" for 1-hour) for use as an entry signal or as a trend confirmation filter. 2. Multi-Filter System The entry signal can be filtered by the following optional conditions: SMA Filter: Price must be above a 200-period SMA for long trades, and below it for short trades. VWAP Filter: Price must be above VWAP for long trades, and below it for short trades. RSI Filter: Long trades are blocked if RSI is overbought (default 70); short trades are blocked if RSI is oversold (default 30). MACD Filter: Requires the MACD Line to be above the Signal Line for long trades (and vice versa for short trades). HTF Confirmation: Requires the HTF MA1 to be above HTF MA2 for long entries (and vice versa). 3. Dynamic Stop and Target Management (S/L & T/P) The strategy provides extensive control over exits: Stop Loss Methods: Fixed: Fixed tick amount. ATR: Based on a multiple of the Average True Range (ATR). Capped ATR: ATR stop limited by a maximum fixed tick amount. Exit on Close Cross MA: Position is closed if the price crosses back over the chosen MA (MA1 or MA2). Breakeven Stop: A stop can be moved to the entry price once a trigger distance (fixed ticks or Adaptive Breakeven based on ATR%) is reached. Trailing Stop: Can be fixed or ATR-based, with an optional feature to auto-tighten the trailing multiplier after the breakeven condition is met. Profit Target: Can be a fixed tick amount or a dynamic target based on an ATR multiplier. 4. Time and Session Control Trading Session: Trades are only taken between defined Start/End Hours and Minutes (e.g., 9:30 to 16:00). Forced Close: All open positions are closed near the end of the session (e.g., 15:45). Trading Days: Allows specific days of the week to be enabled or disabled for trading. 5. Risk and Position Limits Daily Profit/Loss Limits: The strategy tracks daily realized and unrealized PnL in ticks and will close all positions and block new entries if the user-defined maximum profit or maximum loss is hit. Max Trades Per Day: Limits the number of executed trades in a single day. 🎨 Outputs and Alerts Plots: Plots the MA1, MA2, SMA, VWAP, and HTF MAs (if enabled) on the chart. Shapes: Plots visual markers (BUY/SELL labels) on the bar where the MA crossover occurs. Trailing Stop: Plots the dynamic trailing stop level when a position is open. Alerts: Generates JSON-formatted alerts for entry ({"action":"buy", "price":...}) and exit ({"action":"exit", "position":"long", "price":...}).
Strategi Pine Script®
oleh mcward302
FUMO MA Cross Matrix 9/21/50/100/200 FUMO MA Cross Matrix is a flexible and advanced indicator designed for traders who rely on moving average crossovers as part of their strategy. 🔹 Key Features: Supports 5 types of Moving Averages: EMA, SMA, SMMA (RMA), WMA, HMA. Includes 5 standard MAs: 9, 21, 50, 100, 200 (toggle on/off individually). Choose which MA crosses to monitor (9×21, 21×50, 50×100, 100×200, and 6 extended combinations). On-chart signals (labels) when crosses occur. Alerts system for every selected cross and also summary alerts (“Any Cross Up/Down”). Option to trigger signals only on confirmed bars (no repaint). Fully adjustable label visibility and signal style. 🔹 Use Cases: Detect trend shifts (short-term vs long-term). Build scalping, swing, or position trading strategies. Combine with price action or volume analysis for stronger setups. Quickly react to Golden Cross and Death Cross events. 🔹 How to Use: Select your preferred MA type (EMA, SMA, etc.). Enable the MAs (9, 21, 50, 100, 200) you want to plot. Choose which crossovers to track in the settings. Enable/disable on-chart labels for better visualization. Set up alerts: “CROSS UP/DOWN X>Y” for specific pairs. “ANY CROSS UP/DOWN” for aggregated signals. 📌 Example Alerts MA Cross UP 9>21 on BTCUSDT 15m @ 65432 Any selected MA cross DOWN on AAPL 1D @ 195.2
Penunjuk Pine Script®
oleh deerHunter2049
Ahsan Tufail Precise MA Crossover Filter for Reliable SignalsIntroduction: In the ever-evolving world of Forex trading, strategies that provide a competitive edge are highly sought after. The Moving Average (MA) crossover technique is a popular long-term approach, but its vulnerability to false signals can lead to potential losses. To overcome this challenge, we introduce a game-changing MA crossover filter designed to weed out false signals and unlock the full potential of this strategy. In this article, we delve into the mechanics of this filter, providing a comprehensive analysis of its components and how it enhances the accuracy of buy and sell signals. The Power of the MA Crossover Filter: The essence of our MA crossover filter lies in the integration of a specialized indicator that operates on a scale of 0 to 100. This ingenious indicator dynamically measures the distance between the middle Bollinger band and either the upper or lower Bollinger band. By analyzing the values of the last 504 candlesticks, it maps the range from 50 to 100 for the largest and smallest distances between the middle and upper Bollinger bands. Similarly, for values ranging from 0 to 50, it measures the distance between the middle and lower Bollinger bands. Unveiling the Signal Execution Process: The brilliance of this filter is revealed in its meticulous execution of buy and sell signals, which significantly reduces false crossovers. Let's explore the process step-by-step: Buy Signal Precision: To initiate a buy signal, the price must be positioned above the 200-period Simple Moving Average (SMA). The filter validates the crossover by checking the indicator's value, ensuring it falls below the threshold of 25. Sell Signal Accuracy: For a sell signal, the price must be below the 200-period Simple Moving Average (SMA). The filter confirms the crossover by verifying the indicator's value, which should exceed the threshold of 75. This selective approach ensures that only high-confidence crossovers are considered, maximizing the potential for profitable trades. Fine-Tuning the Filter for Optimal Performance: While the MA crossover filter exhibits its prowess in GBPUSD and EURUSD currency pairs, it may require adjustments for other pairs. Currency pairs possess unique characteristics, and adapting the filter to specific behavior is crucial for its success. To fine-tune the filter for alternative currency pairs, traders should conduct rigorous backtesting and analyze historical price data. By experimenting with indicator threshold values, traders can calibrate the filter to accurately match the dynamics of the target currency pair. This iterative process allows for customization, ultimately resulting in a finely-tuned filter that aligns with the unique behavior of the selected market. Conclusion: The MA crossover filter represents a paradigm shift in long-term Forex trading strategies. By intelligently filtering false signals, this precision tool unleashes the true potential of the MA crossover technique, elevating its profitability and enhancing overall trading performance. While no strategy guarantees absolute success, incorporating this filter empowers traders with a heightened level of confidence in their buy and sell signals. Embracing the power of this innovative filter can be a transformative step towards mastering Forex profits and staying ahead in the dynamic world of currency trading.
Strategi Pine Script®
oleh AhsanTufail
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
Smart MA Crossover BacktesterSmart MA Crossover Backtester - Strategy Overview Strategy Name: Smart MA Crossover Backtester Published on: TradingView Applicable Markets: Works well on crypto (tested profitably on ETH) Strategy Concept The Smart MA Crossover Backtester is an improved Moving Average (MA) crossover strategy that incorporates a trend filter and an ATR-based stop loss & take profit mechanism for better risk management. It aims to capture trends efficiently while reducing false signals by only trading in the direction of the long-term trend. Core Components & Logic Moving Averages (MA) for Entry Signals Fast Moving Average (9-period SMA) Slow Moving Average (21-period SMA) A trade signal is generated when the fast MA crosses the slow MA. Trend Filter (200-period SMA) Only enters long positions if price is above the 200-period SMA (bullish trend). Only enters short positions if price is below the 200-period SMA (bearish trend). This helps in avoiding counter-trend trades, reducing whipsaws. ATR-Based Stop Loss & Take Profit Uses the Average True Range (ATR) with a multiplier of 2 to calculate stop loss. Risk-Reward Ratio = 1:2 (Take profit is set at 2x ATR). This ensures dynamic stop loss and take profit levels based on market volatility. Trading Rules ✅ Long Entry (Buy Signal): Fast MA (9) crosses above Slow MA (21) Price is above the 200 MA (bullish trend filter active) Stop Loss: Below entry price by 2× ATR Take Profit: Above entry price by 4× ATR ✅ Short Entry (Sell Signal): Fast MA (9) crosses below Slow MA (21) Price is below the 200 MA (bearish trend filter active) Stop Loss: Above entry price by 2× ATR Take Profit: Below entry price by 4× ATR Why This Strategy Works Well for Crypto (ETH)? 🔹 Crypto markets are highly volatile – ATR-based stop loss adapts dynamically to market conditions. 🔹 Long-term trend filter (200 MA) ensures trading in the dominant direction, reducing false signals. 🔹 Risk-reward ratio of 1:2 allows for profitable trades even with a lower win rate. This strategy has been tested on Ethereum (ETH) and has shown profitable performance, making it a strong choice for crypto traders looking for trend-following setups with solid risk management. 🚀
Strategi Pine Script®
oleh pratik-r
1
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