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ค่าเฉลี่ยเคลื่อนที่แบบง่าย (SMA)

Moving Average Channel Breakout (No Repaint) This indicator creates a channel using two simple moving averages: SMA of highs (upper line) and SMA of lows (lower line). How it works: - When a candle closes above the upper channel line, the following candles turn green (bullish trend) - When a candle closes below the lower channel line, the following candles turn red (bearish trend) - The trend color remains until a breakout in the opposite direction occurs Anti-repaint: This indicator does NOT repaint. The candle color is determined at the open, based on the previous candle's close. Once a candle opens with a color, that color never changes. Breakout strategy: - Candle opens green → Long entry signal - Candle opens red → Short entry signal The signal and entry moment are perfectly synchronized at the candle open, making it ideal for systematic breakout strategies.
อินดิเคเตอร์ Pine Script®
โดย Pedro_Romao
Hyper Insight MA Strategy [Universal]Hyper Insight MA Strategy ** is a comprehensive trend-following engine designed for traders who require precision and flexibility. Unlike standard indicators that lock you into a single calculation method, this strategy serves as a "Universal Adapter," allowing you to **Mix & Match 13 different Moving Average types** for both the Fast and Slow trend lines independently. Whether you need the smoothness of T3, the responsiveness of HMA, or the classic reliability of SMA, this script enables you to backtest thousands of combinations to find the perfect edge for your specific asset class. --- 🔬 Deep Dive: Calculation Logic of Included MAs This strategy includes 13 distinct calculation methods. Understanding the math behind them will help you choose the right tool for your specific market conditions. #### 1. Standard Averages * **SMA (Simple Moving Average):** The unweighted mean of the previous $n$ data points. * *Logic:* Treats every price point in the period with equal importance. Good for identifying long-term macro trends but reacts slowly to recent volatility. * **WMA (Weighted Moving Average):** A linear weighted average. * *Logic:* Assigns heavier weight to current data linearly (e.g., $1, 2, 3... n$). It reacts faster than SMA but is still relatively smooth. * **SWMA (Symmetrically Weighted Moving Average):** * *Logic:* Uses a fixed-length window (usually 4 bars) with symmetrical weights $ $. It prioritizes the center of the recent data window. #### 2. Exponential & Lag-Reducing Averages * **EMA (Exponential Moving Average):** * *Logic:* Applies an exponential decay weighting factor. Recent prices have significantly more impact on the average than older prices, reducing lag compared to SMA. * **RMA (Running Moving Average):** Also known as Wilder's Smoothing (used in RSI). * *Logic:* It is essentially an EMA but with a slower alpha weight of $1/length$. It provides a very smooth, stable line that filters out noise effectively. * **DEMA (Double Exponential Moving Average):** * *Logic:* Calculated as $2 \times EMA - EMA(EMA)$. By subtracting the "lag" (the smoothed EMA) from the original EMA, DEMA provides a much faster reaction to price changes with less noise than a standard EMA. * **TEMA (Triple Exponential Moving Average):** * *Logic:* Calculated as $3 \times EMA - 3 \times EMA(EMA) + EMA(EMA(EMA))$. This effectively eliminates the lag inherent in single and double EMAs, making it an extremely fast-tracking indicator for scalping. #### 3. Advanced & Adaptive Averages * **HMA (Hull Moving Average):** * *Logic:* A composite formula involving Weighted Moving Averages: ASX:WMA (2 \times Integer(n/2)) - WMA(n)$. The result is then smoothed by a $\sqrt{n}$ WMA. * *Effect:* It eliminates lag almost entirely while managing to improve curve smoothness, solving the traditional trade-off between speed and noise. * **ZLEMA (Zero Lag Exponential Moving Average):** * *Logic:* This calculation attempts to remove lag by modifying the data source before smoothing. It calculates a "lag" value $(length-1)/2$ and applies an EMA to the data: $Source + (Source - Source )$. This creates a projection effect that tracks price tightly. * **T3 (Tillson T3 Moving Average):** * *Logic:* A complex smoothing technique that runs an EMA through a filter multiple times using a "Volume Factor" (set to 0.7 in this script). * *Effect:* It produces a curve that is incredibly smooth and free of "overshoot," making it excellent for filtering out market chop. * **ALMA (Arnaud Legoux Moving Average):** * *Logic:* Uses a Gaussian distribution (bell curve) to assign weights. It allows the user to offset the moving average (moving the peak of the weight) to align it perfectly with the price, balancing smoothness and responsiveness. * **LSMA (Least Squares Moving Average):** * *Logic:* Calculates the endpoint of a Linear Regression line for the lookback period. It essentially guesses where the price "should" be based on the best-fit line of the recent trend. * **VWMA (Volume Weighted Moving Average):** * *Logic:* Weights the closing price by the volume of that bar. * *Effect:* Prices on high volume days pull the MA harder than prices on low volume days. This is excellent for validating true trend strength (i.e., a breakout on high volume will move the VWMA significantly). --- ### 🛠 Features & Settings * **Universal Switching:** Change the `Fast MA` and `Slow MA` types instantly via the settings menu. * **Trend Cloud:** A dynamic background fill (Green/Red) highlights the crossover zone for immediate visual trend identification. * **Strategy Mode:** Built-in Backtesting logic triggers `LONG` entries when Fast MA crosses over Slow MA, and `EXIT` when Fast MA crosses under. ### ⚠️ Disclaimer This script is intended for educational and research purposes. The wide variety of MA combinations can produce vastly different results. Past performance is not indicative of future results. Please use proper risk management.
กลยุทธ์ Pine Script®
โดย waranyutrkm
Magic Moving AveragesThis indicator plots up to three adaptive “Magic MAs” plus a weighted combo line, with optional traditional SMAs for comparison. Instead of averaging only closes, each Magic MA: looks at the midpoints of highs/lows and opens/closes decides whether recent behaviour favours the highs or the lows builds a series of either highs or lows, then smooths it over your chosen length You can run: Short / Medium / Long Magic MAs A weighted combo line (using 1–10 weights) Optional traditional short/long SMAs on close How I use it: Price above the combo line → bullish bias Price below the combo line → bearish bias Short/medium/long Magic MAs together → dynamic support/resistance and trend structure Traditional SMAs on for comparison with “classic” moving average behaviour Inputs: Magic MA lengths control how reactive vs smooth each regime is Weights (1–10) let you emphasise short, medium or long regimes in the combo This is a free / educational version of the Magic MAs. It’s not financial advice – always manage your own risk.
อินดิเคเตอร์ Pine Script®
โดย pc75
Linda Raschke 5 SMA Reversal [LuciTech]How This Indicator Works: -5 SMA Tracking: Calculates a 5-period simple moving average and plots it on the chart. -Extension Counter: Counts consecutive bars where price closes above or below the 5 SMA. -BUY Signals (Green Up Arrow): Triggers when price closes BELOW the 5 SMA after 7+ consecutive closes ABOVE it—indicates a reversal opportunity into dynamic support. -SELL Signals (Red Down Arrow): Triggers when price closes ABOVE the 5 SMA after 7+ consecutive closes BELOW it—indicates a reversal bounce setup. -No Repainting: Signals only plot on confirmed bar closes; no repainting issues. Linda Raschke's Core Principles: -Extended Run = Imbalance: When price stays above/below the 5 SMA for 7+ bars, it's a one-sided market; mean reversion is likely. -First Cross = Trigger: The first close back across the SMA after an extension is the reversal signal, not every touch. -No Setup? No Trade: Without a prior extension or "three-bar balance" filter, a 5 SMA tag is noise. The model requires the prior momentum condition. -Uptrend Buys: In uptrends, buy dips to the SMA (dynamic support) as long as the weekly/monthly trend is intact. -Downtrend Fades: In downtrends, treat first rallies above the SMA as bounce fades into lower lows (especially after 14+ bars below).
อินดิเคเตอร์ Pine Script®
โดย TradesLuci
Research-Backed Intraday MTF MAsResearch-Backed Intraday Multi-Timeframe Moving Averages A precision-tuned intraday trading indicator that displays four key moving averages across two critical timeframes: 📊 What It Shows: - 1-Hour MAs: 75-period SMA & EMA (institutional flow patterns) - 10-Minute MAs: 200-period SMA & EMA (intraday trend structure) 🎯 Designed For: - Day traders seeking multi-timeframe confluence - Identifying strong trending vs. choppy market conditions - Support/resistance level identification - Momentum and trend alignment signals ✨ Key Features: - Optimized periods based on market structure analysis - Fully customizable colors, transparency, and line widths - Toggle each MA on/off independently - Clean, non-cluttered chart display - Efficient tuple-based data requests 💡 Trading Signals: - Price above all 4 MAs = Strong bullish alignment - Price below all 4 MAs = Strong bearish alignment - Mixed signals = Range-bound conditions, reduce risk Perfect for scalpers, day traders, and swing traders who want institutional-grade moving averages without the noise.
อินดิเคเตอร์ Pine Script®
โดย igaudette
SMAs (10,50,100,200) by BenderDescription: Multi-timeframe Simple Moving Average indicator displaying four popular SMAs (10, 50, 100, 200) commonly used for trend analysis and support/resistance levels. Each SMA is fully customizable with individual settings for period length, data source, timeframe, and color. Perfect for traders who want to view higher timeframe SMAs on lower timeframe charts or combine multiple timeframe analyses in one view. Key Features: Four independent SMAs with default periods of 10, 50, 100, and 200 Multi-timeframe capability - view daily SMAs on any chart timeframe Fully customizable: length, source (close, open, high, low, etc.), timeframe, and color Toggle each SMA on/off individually Clean, organized settings menu with grouped parameters Semi-transparent lines for better chart visibility
อินดิเคเตอร์ Pine Script®
โดย valchak
Mebane Faber GTAA 5In 2007, Mebane Faber published research that challenged the conventional wisdom of buy-and-hold investing. His paper, titled "A Quantitative Approach to Tactical Asset Allocation" and published in the Journal of Wealth Management, demonstrated that a simple timing mechanism could reduce portfolio volatility and drawdowns while maintaining competitive returns (Faber, 2007). This indicator implements his Global Tactical Asset Allocation strategy, known as GTAA5, following the original methodology. The core insight of Faber's research stems from a century of market data. By analyzing asset class performance from 1901 onwards, Faber found that a ten-month simple moving average served as an effective trend filter across major asset classes. When an asset trades above its ten-month moving average, it tends to continue its upward trajectory; when it falls below, significant drawdowns often follow (Faber, 2007, pp. 12-16). This observation aligns with momentum research by Jegadeesh and Titman (1993), who documented that intermediate-term momentum persists across equity markets. The GTAA5 strategy allocates capital equally across five diversified asset classes: domestic equities (SPY), international developed markets (EFA), aggregate bonds (AGG), commodities (DBC), and real estate investment trusts (VNQ). Each asset receives a twenty percent allocation when trading above its ten-month moving average. When an asset falls below this threshold, its allocation moves to short-term treasury bills (SHY), creating a dynamic cash position that scales with market risk (Cambria Investment Management, 2013). The strategy's historical performance during market crises illustrates its function. During the 2008 financial crisis, traditional sixty-forty portfolios experienced drawdowns exceeding forty percent. The GTAA5 strategy limited losses to approximately twelve percent by reducing equity exposure as prices declined below their moving averages (Faber, 2013). This asymmetric return profile represents the strategy's primary characteristic. This implementation uses monthly closing prices retrieved via request.security() to calculate the ten-month simple moving average. This distinction matters, as approximations using daily data (such as a 200-day moving average) can generate different signals during volatile periods. Monthly data ensures the indicator produces signals consistent with published academic research. The indicator provides position monitoring, automatic rebalancing detection on either the first or last trading day of each month, and share calculations based on user-defined capital. A dashboard displays current trend status for each asset class, target versus actual weightings, and trade instructions for rebalancing. Performance metrics including annualized volatility and Sharpe ratio provide ongoing risk assessment. Several limitations warrant acknowledgment. First, the strategy rebalances monthly, meaning it cannot respond to intra-month market crashes. Second, transaction costs and taxes from monthly rebalancing may reduce net returns for taxable accounts. Third, the ten-month lookback period, while historically robust, offers no guarantee of future effectiveness. As Ilmanen (2011) notes in "Expected Returns", all timing strategies face the risk of regime change, where historical relationships break down. This indicator serves educational purposes and portfolio monitoring. It does not constitute financial advice. References: Cambria Investment Management (2013). Global Tactical Asset Allocation: An Introduction to the Approach. Research Report, Los Angeles. Faber, M.T. (2007). A Quantitative Approach to Tactical Asset Allocation. Journal of Wealth Management, Spring 2007, pp. 9-79. Faber, M.T. (2013). Global Asset Allocation: A Survey of the World's Top Asset Allocation Strategies. Cambria Investment Management, Los Angeles. Ilmanen, A. (2011). Expected Returns: An Investor's Guide to Harvesting Market Rewards. John Wiley and Sons, Chichester. Jegadeesh, N. and Titman, S. (1993). Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency. Journal of Finance, 48(1), pp. 65-91.
อินดิเคเตอร์ Pine Script®
โดย EdgeTools
2t's MA 50, MA 150, ATRThis indicator displays three key technical signals on the chart: SMA 50 – Short-term trend direction SMA 150 – Medium-term trend direction ATR – Market volatility (Average True Range) Line colors and lengths can be customized in the settings. The ATR is plotted on the same chart for quick volatility reference without needing a separate panel. This tool is designed for traders who want a clean, lightweight view of trend strength and volatility in a single indicator.
อินดิเคเตอร์ Pine Script®
โดย matan2t
Multi EMA and SMA with VWAP Indicator📊 Custom Multi-MA & VWAP Indicator A comprehensive and fully customizable moving average indicator that combines 6 Exponential Moving Averages (EMAs), 3 Simple Moving Averages (SMAs), and VWAP in one clean, easy-to-use tool. ✨ Features: 6 Configurable EMAs: • Default periods: 9, 21, 50, 100, 150, 200 • Fully adjustable lengths • Individual color customization • Show/hide toggles for each EMA 3 Configurable SMAs: • Default periods: 20, 50, 100 • Fully adjustable lengths • Individual color customization • Show/hide toggles for each SMA • Thicker lines for easy distinction from EMAs VWAP (Volume Weighted Average Price): • Toggle on/off • Customizable color and line width • Essential for intraday trading and institutional levels 🎯 Use Cases: • Trend identification and confirmation • Support and resistance levels • Entry and exit signals • Multi-timeframe analysis • Day trading and swing trading strategies • Institutional price levels (VWAP) ⚙️ Fully Customizable: Every aspect of this indicator is configurable through the settings panel: • Adjust any MA period to fit your trading strategy • Choose your preferred colors for better chart visualization • Enable/disable specific MAs to reduce chart clutter • Customize VWAP line thickness 📈 Perfect For: • Traders who use multiple moving averages in their strategy • Those seeking an all-in-one MA solution • Clean chart organization with one indicator instead of multiple • Both beginners and experienced traders 💡 Tips: • Use shorter EMAs (9, 21) for quick trend changes • Longer EMAs (100, 150, 200) act as strong support/resistance • VWAP is particularly useful for intraday trading • Customize colors to match your chart theme Version: Pine Script v6 Overlay: Yes (plots directly on price chart)
อินดิเคเตอร์ Pine Script®
โดย kariyappavinay
paigep.llc - SuperMASuperMA is a multi-layered moving-average and candle-coloring system that combines SMA, EMA, and optional HMA logic to help traders visualize trend shifts, pullbacks, and momentum changes in a clean, structured way. The script includes multiple modules: trend-based moving averages, pullback signals, exit logic, and an optional HMA cross engine. 📌 Core Features 1. Full SMA + EMA Framework The indicator plots multiple moving averages (8, 9, 13, 20, 50, 200) using both SMA and EMA calculations. Each line automatically colors bullish or bearish based on its relationship to the 200-period baseline.Users can toggle SMAs and EMAs independently for clearer chart control. 2. Main Trend Entry & Exit Logic (8×200 and 8×20) Built-in crossover logic detects: Main Entry: SMA 8 crossing above/below EMA 200 Main Exit: SMA 8 and SMA 20 cross (with an option to choose which SMA is treated as the “fast” leg) A “first exit only” option allows the script to ignore additional exit signals until a new trend regime begins. 3. Pullback Module (20 SMA Interaction) Pullback entries and exits occur when price crosses the 20 SMA during existing trend conditions. This includes: Pullback entries through the 20 SMA Pullback exits back across the 20 SMA Labels and candle colors are available for all pullback events. 4. Optional HMA Cross Module A separate module allows traders to use two Hull Moving Averages (HMA) with customizable: Lengths Independent timeframes Line colors Cross-based entries and exits This module has its own events, labels, and optional candle coloring. 5. Advanced Candle Coloring System Candle coloring is layered in priority order, based on: Main trend entries Main exits HMA entries HMA exits Pullback entries Pullback exits Trend-only candles (based on SMA 8 relative to EMA 200) Users may also independently color wicks and borders. 6. Configurable Alerts (Fully Decoupled from Visuals) Alerts are available for all major events, including: Main Entries (8×200) Main Exits (8×20) Pullback Entries and Exits HMA Entries and Exits Bull or Bear Trend candles Any colored candle event Alerts can fire on bar close only or intrabar, depending on user preference. 📌 Use Cases SuperMA helps traders visualize: Trend direction using SMA/EMA structure Momentum shifts through HMA crosses Pullback zones around the 20 SMA Early regime transitions based on the 8×200 relationship Candle-level context through color-coded bars The indicator works across all markets and timeframes. ⚠️ Note This tool is for visual and analytical assistance only. It does not guarantee future performance and should be combined with additional analysis and risk management.
อินดิเคเตอร์ Pine Script®
โดย paigepllc
paigep.llc - SuperMA SuperMA is a multi-layered moving-average and candle-coloring system that combines SMA, EMA, and optional HMA logic to help traders visualize trend shifts, pullbacks, and momentum changes in a clean, structured way. The script includes multiple modules: trend-based moving averages, pullback signals, exit logic, and an optional HMA cross engine. 📌 Core Features 1. Full SMA + EMA Framework The indicator plots multiple moving averages (8, 9, 13, 20, 50, 200) using both SMA and EMA calculations. Each line automatically colors bullish or bearish based on its relationship to the 200-period baseline. Users can toggle SMAs and EMAs independently for clearer chart control. 2. Main Trend Entry & Exit Logic (8×200 and 8×20) Built-in crossover logic detects: Main Entry: SMA 8 crossing above/below EMA 200 Main Exit: SMA 8 and SMA 20 cross (with an option to choose which SMA is treated as the “fast” leg) A “first exit only” option allows the script to ignore additional exit signals until a new trend regime begins. 3. Pullback Module (20 SMA Interaction) Pullback entries and exits occur when price crosses the 20 SMA during existing trend conditions. This includes: Pullback entries through the 20 SMA Pullback exits back across the 20 SMA Labels and candle colors are available for all pullback events. 4. Optional HMA Cross Module A separate module allows traders to use two Hull Moving Averages (HMA) with customizable: Lengths Independent timeframes Line colors Cross-based entries and exits This module has its own events, labels, and optional candle coloring. 5. Advanced Candle Coloring System Candle coloring is layered in priority order, based on: Main trend entries Main exits HMA entries HMA exits Pullback entries Pullback exits Trend-only candles (based on SMA 8 relative to EMA 200) Users may also independently color wicks and borders. 6. Configurable Alerts (Fully Decoupled from Visuals) Alerts are available for all major events, including: Main Entries (8×200) Main Exits (8×20) Pullback Entries and Exits HMA Entries and Exits Bull or Bear Trend candles Any colored candle event Alerts can fire on bar close only or intrabar, depending on user preference. Use Cases SuperMA helps traders visualize: Trend direction using SMA/EMA structure Momentum shifts through HMA crosses Pullback zones around the 20 SMA Early regime transitions based on the 8×200 relationship Candle-level context through color-coded bars The indicator works across all markets and timeframes. ⚠️ Note This tool is for visual and analytical assistance only. It does not guarantee future performance and should be combined with additional analysis and risk management.
อินดิเคเตอร์ Pine Script®
โดย paigepllc
1
Multi MAThis TradingView indicator displays four customizable moving averages on your price chart: two Exponential Moving Averages (EMAs) and two Simple Moving Averages (SMAs). The default settings show a 10-period EMA (aqua), 21-period EMA (orange), 50-period SMA (green), and 200-period SMA (red), which are commonly used timeframes for trend analysis. Each moving average can be individually toggled on or off, and their lengths and colors are fully adjustable through the indicator settings. The EMAs react more quickly to price changes while the SMAs provide smoother, more gradual trend indicators, making this useful for identifying support/resistance levels and trend direction. Traders often watch for crossovers between these moving averages as potential entry or exit signals, with the 50/200 SMA cross being particularly significant as the "golden cross" or "death cross."
อินดิเคเตอร์ Pine Script®
โดย OneMorningStar1
Mambo MA & HAMambo MA & HA is a combined trend-view indicator that overlays Heikin Ashi direction markers and up to eight customizable moving averages on any chart. The goal is to give a clear, uncluttered visual summary of short-term and long-term trend direction using both regular chart data and Heikin Ashi structure. This indicator displays: Heikin Ashi (HA) directional markers on the chart timeframe Optional Heikin Ashi markers from a second, higher timeframe Up to eight different moving averages (SMA, EMA, SMMA/RMA, WMA, VWMA) Adjustable colors and transparency for visual layering Offset controls for HA markers to prevent overlap with price candles It is designed for visual clarity without altering the underlying price candles. Heikin Ashi Direction Markers (Chart Timeframe) The indicator generates HA OHLC values internally and compares the HA open and close: Green (bullish) HA candle → triangle-up marker plotted above the bar Red (bearish) HA candle → triangle-down marker plotted above the bar The triangles use soft pastel colors for minimal obstruction: Up marker: light green (rgb 204, 232, 204) Down marker: light red (rgb 255, 204, 204) The “HA Offset (chart TF ticks)” input lets users shift the triangle vertically in price terms to avoid overlapping the real candles or MAs. Heikin Ashi Markers from a Second Timeframe An optional second timeframe (default: 60m) shows additional HA direction: Green HA (higher timeframe) → tiny triangle-up below the bar Red HA (higher timeframe) → tiny triangle-down below the bar This allows a trader to see higher-timeframe HA structure without switching charts. The offset for the second timeframe is independent (“HA Offset (extra TF ticks)”). Custom Moving Averages (Up to Eight) The indicator includes eight individually configurable MAs, each with: On/off visibility toggle MA type SMA EMA SMMA / RMA WMA VWMA Source Length Color (with preset 70% transparency for visual stacking) The default MA lengths are: 10, 20, 50, 100, 150, 200, 250, 300. All MA colors are slightly transparent by design to avoid obscuring price bars and HA markers. Purpose of the Indicator This tool provides a simple combined view of: Immediate trend direction (chart-TF HA markers) Higher-timeframe HA trend bias (extra-TF markers) Overall moving-average structure from short to very long periods It is particularly useful for: Monitoring trend continuation vs. reversal Confirming entries with multi-TF Heikin Ashi direction Identifying pullbacks relative to layered moving averages Viewing trend context without switching timeframes There are no signals, alerts, or strategy components. It is strictly a visual trend-context tool. Key Features Summary Two-timeframe Heikin Ashi direction Separate offsets for HA markers Eight fully configurable MAs Clean color scheme with low opacity Non-intrusive overlays Compatible with all markets and chart types
อินดิเคเตอร์ Pine Script®
โดย alejandroscotti
MACD Divergence auto displayed on chart, with alertsMACD Pivot Divergence Detector This tool identifies MACD histogram divergences based on confirmed pivot highs and lows. Instead of comparing swing points on the MACD line, this script focuses specifically on the histogram, which measures momentum shifts between MACD and Signal. How it works The script detects confirmed pivots using a two-bar swing structure. When price breaks above a previous pivot high, the script compares the MACD histogram value at that pivot to the current histogram value: • If price makes a higher high while the histogram makes a lower high, a potential bearish divergence is marked. The reverse logic is applied for bullish divergence when price breaks below a pivot low. What makes this script unique It uses pivot-confirmed histogram values, not lookback-based divergence. It evaluates divergence only at actual highs/lows, reducing false positives. It marks divergence directly on the candles for visual clarity. Alert conditions are included for automated detection. How to use Bullish signals may highlight potential momentum loss in downtrends; bearish signals may highlight momentum loss near highs. Divergence does not guarantee reversal and should be combined with broader context, structure, or trend analysis.
อินดิเคเตอร์ Pine Script®
โดย affxsup